diff --git a/00-Index.ipynb b/00-Index.ipynb
deleted file mode 100644
index 30b0c3f87137d74e4268a9f49c08188a1cbeae32..0000000000000000000000000000000000000000
--- a/00-Index.ipynb
+++ /dev/null
@@ -1,107 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Image processing with Python: Table of contents\n",
-    "#### **Guillaume Witz**, Science IT Support, Bern University"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Course\n",
-    "\n",
-    "### [1. Python Bacics](01-Python_basics.ipynb)\n",
-    "\n",
-    "### [2. Functions](02-Functions.ipynb)\n",
-    "\n",
-    "### [3. Modules](03-Modules.ipynb)\n",
-    "\n",
-    "### [4. Structures](04-Structures.ipynb)\n",
-    "\n",
-    "### [5. Loops and conditions](05-Loops_conditions.ipynb)\n",
-    "\n",
-    "### [6. Numpy basics](06-Numpy_basics.ipynb)\n",
-    "\n",
-    "### [7. Images](07-Images.ipynb)\n",
-    "\n",
-    "### [8. Slicing and indexing images](08-Slicing_indexing.ipynb)\n",
-    "\n",
-    "### [9. Thresholding](09-Thresholding.ipynb)\n",
-    "\n",
-    "### [10. Morphological operations](10-Morphology.ipynb)\n",
-    "\n",
-    "### [11. Filtering](11-Filtering.ipynb)\n",
-    "\n",
-    "### [12. Measuring segmented regions](12-Regions.ipynb)\n",
-    "\n",
-    "### [13. A complete pipeline operations](13-Pipeline.ipynb)\n",
-    "\n",
-    "### [Cheatsheet](Cheatsheet.ipynb)\n",
-    "\n",
-    "## Exercises\n",
-    "\n",
-    "### [1. Python Bacics](e01-Python_basics.ipynb)\n",
-    "\n",
-    "### [2. Functions](e02-Functions.ipynb)\n",
-    "\n",
-    "### [4. Structures](e04-Structures.ipynb)\n",
-    "\n",
-    "### [5. Loops and conditions](e05-Loops_conditions.ipynb)\n",
-    "\n",
-    "### [6. Numpy basics](e06-Numpy_basics.ipynb)\n",
-    "\n",
-    "### [7. Images, slicing, indexing](e0708-Images.ipynb)\n",
-    "\n",
-    "### [8. Thresholding](e09-Thresholding.ipynb)\n",
-    "\n",
-    "### [9. Morphology](e10-Morphology.ipynb)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "anaconda-cloud": {},
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.7"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
\ No newline at end of file
diff --git a/01-Python_basics.ipynb b/01-Python_basics.ipynb
deleted file mode 100644
index 5f540e3d7227e18974310765cb30b4ed3b3cc6ec..0000000000000000000000000000000000000000
--- a/01-Python_basics.ipynb
+++ /dev/null
@@ -1,1187 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "9Gn_5aOLxpqi"
-   },
-   "source": [
-    "# 1. Basics of Python"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "2Iil8IS5xpqp"
-   },
-   "source": [
-    "## 1.1 Variables"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "mjk574OUxpqq"
-   },
-   "source": [
-    "### Defininig variables"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "sIL0F_Pxxpqq"
-   },
-   "source": [
-    "When opening a Jupyter notebook you can just type in simple mathematical operations in the first cell, and it works just like a regular calculator:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1846,
-     "status": "ok",
-     "timestamp": 1616246304463,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "n6Nzd3x2xpqr",
-    "outputId": "c60b9a4f-b316-4a7f-91e3-48bbbef99ed6"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "6"
-      ]
-     },
-     "execution_count": 1,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "3+3"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1802,
-     "status": "ok",
-     "timestamp": 1616246304464,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "f_7ckup4xpqs",
-    "outputId": "bbe85dca-5396-47ac-b7e8-bff565fdda96"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "3333.3333333333335"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "10000/3"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "LGd5_PgYxpqt"
-   },
-   "source": [
-    "We will see other operators as we go along, but here's an [exhaustive list](https://docs.python.org/3/library/stdtypes.html#numeric-types-int-float-complex)\n",
-    "\n",
-    "Just like when doing maths, instead of writing numbers, one can use variables. This is handy, because once a variable is defined, one can re-use it later multiple times. To assign a value to a variable in Python one just uses the = sign."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1800,
-     "status": "ok",
-     "timestamp": 1616246304465,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "2nc5Pduoxpqt"
-   },
-   "outputs": [],
-   "source": [
-    "a = 3\n",
-    "b = 3"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1792,
-     "status": "ok",
-     "timestamp": 1616246304466,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "qls4Tbkyxpqt",
-    "outputId": "1e2f8045-32e0-4baa-8ac1-ce20bfca5ea1"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "6"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a+b"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "BzhBXT4rxpqu"
-   },
-   "source": [
-    "Note that if we now ask what a is we get its value:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1784,
-     "status": "ok",
-     "timestamp": 1616246304469,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "84I35MWmxpqu",
-    "outputId": "a0b60ba5-9ffe-4cc5-ca8b-3d78377d183e"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "3"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "uU6rTHIXxpqu"
-   },
-   "source": [
-    "If we ask for a variable that has not been defined we get an error:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 164
-    },
-    "executionInfo": {
-     "elapsed": 2323,
-     "status": "error",
-     "timestamp": 1616246305019,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Irx5I5ewxpqv",
-    "outputId": "20108a98-2706-445d-df95-ccbcb28f086a"
-   },
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "ignored",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-6-2b66fd261ee5>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m: name 'c' is not defined"
-     ]
-    }
-   ],
-   "source": [
-    "c"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "SiQ6xkmexpqw"
-   },
-   "source": [
-    "We can however define c using the already defined variables:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1879,
-     "status": "ok",
-     "timestamp": 1616246322091,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "71gbZ187xpqw"
-   },
-   "outputs": [],
-   "source": [
-    "c = a + b"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "1HhztU3Pxpqw"
-   },
-   "source": [
-    "Note that here we don't get an output from the cell. We only see an output for results that are not assigned to a variable. If we want to see the output we have to explicitly ask Python to show it using the print() function (we'll learn later about functions):"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1875,
-     "status": "ok",
-     "timestamp": 1616246322094,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "vdVLqR5oxpqw",
-    "outputId": "f95fba59-772b-4958-d521-0260eae954da"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "6\n"
-     ]
-    }
-   ],
-   "source": [
-    "c = a + b\n",
-    "print(c)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "x-NQWzPIxpqx"
-   },
-   "source": [
-    "### What can be assigned to variables"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Nqa4IdNIxpqx"
-   },
-   "source": [
-    "You probably remember that number come in different types. In school we learn that integers belong to $\\mathbb{N}$, real numbers to $\\mathbb{R}$ etc. The same is true in programming, so that the computer knows how to perform computations and store numbers in memory. Let's see what the variable a is. For that we use the type() function:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1868,
-     "status": "ok",
-     "timestamp": 1616246322095,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "45v2Q-erxpqx",
-    "outputId": "5ecdfa32-77a4-4f40-90fe-b6358407509a"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "int"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "type(a)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ycGFVt__xpqy"
-   },
-   "source": [
-    "We see that a is an integer (abbreviated int). What happens if we write:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1860,
-     "status": "ok",
-     "timestamp": 1616246322095,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "M6Nv0M5dxpqy",
-    "outputId": "24b3dad1-618f-4208-9682-46372529da43"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "float"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a = 1.4\n",
-    "type(a)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "T4c45vOjxpqy"
-   },
-   "source": [
-    "We know see that we have another type, a float, something closer to a real number. \n",
-    "\n",
-    "**We see here a crucial property of Python: the type of variables is INFERRED from the input.**\n",
-    "\n",
-    "\n",
-    "There are additional types, the most common being string and boolean:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1854,
-     "status": "ok",
-     "timestamp": 1616246322096,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "dtEubqNmxpqy",
-    "outputId": "93e07557-892e-40fc-cdc7-31f7211752ea"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "str"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mystring = 'test'\n",
-    "type(mystring)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1846,
-     "status": "ok",
-     "timestamp": 1616246322096,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "9Tpx_ZhExpqy",
-    "outputId": "41a57c2a-dfdd-4f39-ec17-29a914c17e5f"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "bool"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myboolean = True\n",
-    "type(myboolean)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "M-MmwfJLxpqz"
-   },
-   "source": [
-    "A string is basically just text. One can use it just to \"label\" things, but typically in genomics strings are used a lot as actual object to investigate e.g. DNA sequences.\n",
-    "\n",
-    "We have seen above two other interesting facts: a variable can be rewritten (we reassigned a) and the variable name can be longer than a single letter. There are some rules for variables names: most importantly they cannot start with a number (e.g. 0myvariable) and should not have dashes (e.g. my-variable)."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "zLOWuFhWxpqz"
-   },
-   "source": [
-    "### How variables get converted"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "xkB_3myfxpqz"
-   },
-   "source": [
-    "In a trivial case, when adding two variables of the same type, it generates a variable of that type."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1840,
-     "status": "ok",
-     "timestamp": 1616246322097,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "O3ioE8JDxpqz",
-    "outputId": "ab7aa4d0-c682-46e2-f07b-2347ed061485"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "int"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a = 3\n",
-    "b = 2\n",
-    "c = a + b\n",
-    "type(c)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "NnIwtRjCxpq0"
-   },
-   "source": [
-    "This is however **not** true when using an operation that generates a real number. By default Python executes the operation as one would intuitively do and generates a float:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1833,
-     "status": "ok",
-     "timestamp": 1616246322098,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "wmflGoPTxpq0",
-    "outputId": "e3127a6e-1ea9-4d25-8904-19cf8de58faf"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1.5\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "float"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a = 3\n",
-    "b = 2\n",
-    "c = a / b\n",
-    "print(c)\n",
-    "type(c)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ybBDvOB4xpq0"
-   },
-   "source": [
-    "Again this is a **very important** particularity of Python that you have to remember. Yet another case where the type is inferred is when combining multiply types. For example here:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1827,
-     "status": "ok",
-     "timestamp": 1616246322098,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "aYBSlZR2xpq0",
-    "outputId": "6eff6b24-465a-42d7-9409-e85a95627fac"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "4.4\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "float"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a = 3\n",
-    "b = 1.4\n",
-    "c = a+b\n",
-    "print(c)\n",
-    "type(c)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "mhvx9pR_xpq1"
-   },
-   "source": [
-    "Python always uses the \"most complex\" type when combining two different ones."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "OE38Hgyyxpq1"
-   },
-   "source": [
-    "## 1.2 Logical operations"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "2iER3z4lxpq1"
-   },
-   "source": [
-    "We have seen above that one can apply standard calculus operations to integers and floats. We have also seen that we can define other types of variables, and those also have associated operations. Let's focus first on booleans.\n",
-    "\n",
-    "Booleans are variables can only take two values, True or False, and that are extremely helpful in multiple situations. These variables can either be defined:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1821,
-     "status": "ok",
-     "timestamp": 1616246322099,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "UavyAamYxpq1"
-   },
-   "outputs": [],
-   "source": [
-    "a = True\n",
-    "b = False"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "vb8eZyMExpq1"
-   },
-   "source": [
-    "Or they can be generated by logical operations applied to some other variable. For example:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1815,
-     "status": "ok",
-     "timestamp": 1616246322100,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "zwzpGiZyxpq1",
-    "outputId": "85b53336-6f4b-46a5-f0c3-8e4814c1e719"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "False"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "c = 3\n",
-    "c > 4"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "pw-kKcstxpq2"
-   },
-   "source": [
-    "The output of that last comparison generates a False. That result can be captures like any other result in a variable:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1809,
-     "status": "ok",
-     "timestamp": 1616246322100,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "kRRTQs2zxpq2",
-    "outputId": "d7349369-bd7a-46e2-f4f0-9b7ecb3eb31c"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "False\n"
-     ]
-    }
-   ],
-   "source": [
-    "my_boolean = c > 4\n",
-    "print(my_boolean)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Z8SaG5ACxpq2"
-   },
-   "source": [
-    "The assignment can look a bit strange at first, but the important thing to remember is that the = sign is not used in its mathematical meaning but as an **assignment**. Naturally one can use all possible comparisons to generate booleans, e.g. >, <, <=, etc.\n",
-    "\n",
-    "Booleans can also be combined with each other using boolean operations. Nicely those are written explicitly in Python:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1803,
-     "status": "ok",
-     "timestamp": 1616246322101,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "tp0GB8gtxpq2"
-   },
-   "outputs": [],
-   "source": [
-    "a = True\n",
-    "b = False"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1798,
-     "status": "ok",
-     "timestamp": 1616246322102,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hPB85XVuxpq2",
-    "outputId": "eefec0ef-bc34-4b89-b783-f2086cc3b3c8"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "True"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a or b"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1792,
-     "status": "ok",
-     "timestamp": 1616246322102,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hiIdIBQPxpq3",
-    "outputId": "8008279e-6a9b-4ea0-c094-e63fe57d7ea9"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "False"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a and b"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "XmEwcz2Pxpq3"
-   },
-   "source": [
-    "Negation also exists:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1786,
-     "status": "ok",
-     "timestamp": 1616246322102,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "ibZRCHiYxpq3",
-    "outputId": "32a55a86-f899-4db9-ac1d-b44836e658e7"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "True"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a and not b"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "F6e8dyWnxpq3"
-   },
-   "source": [
-    "Finally, one very important sign is ```==``` which actually means \"is equal\" and is not an assignment. For example we can ask if two variables have the same value:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1780,
-     "status": "ok",
-     "timestamp": 1616246322103,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "OfaHpDlpxpq4",
-    "outputId": "54b5e54f-553d-4498-88ff-7382afbb5fda"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "True"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a = 3\n",
-    "b = 3\n",
-    "a == b"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1774,
-     "status": "ok",
-     "timestamp": 1616246322104,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "9cuR-VTUxpq4",
-    "outputId": "a5a299fb-3795-4c02-903f-cde61ed1754f"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "False"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "a = 3\n",
-    "b = 2\n",
-    "a == b"
-   ]
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "01-Python_basics.ipynb",
-   "provenance": [],
-   "toc_visible": true
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/01-Python_essentials.ipynb b/01-Python_essentials.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..fac1c24b37fb104a052e3b541c563000b1a78b09
--- /dev/null
+++ b/01-Python_essentials.ipynb
@@ -0,0 +1,1015 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "66ce7a2d-ac19-4dbf-9690-e6ccfe41b4cf",
+   "metadata": {},
+   "source": [
+    "# Python and notebook basics\n",
+    "\n",
+    "In this first chapter, we will cover the very essentials of Python and notebooks such as creating a variable, importing packages, using functions, seeing how variables behave in the notebook etc. We will see more details on some of these topics, but this very short introduction will then allow us to quickly dive into more applied and image processing specific topics without having to go through a full Python introduction."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7546afa1-eac9-4f3d-985f-2416fc82eff3",
+   "metadata": {},
+   "source": [
+    "## Variables\n",
+    "\n",
+    "Like we would do in mathematics when we define variables in equations such as $x=3$, we can do the same in all programming languages. Python has one of the simplest syntax for this, i.e. exactly as we would do it naturally. Let's define a variable in the next cell:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "a5f45def-9bf7-4a6a-a000-f068cc84d802",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6a062da5-000e-4ec2-b2c7-4cc9e541b5c7",
+   "metadata": {},
+   "source": [
+    "As long as we **don't execute the cell** using Shift+Enter or the play button in the menu, the above cell is **purely text**. We can close our Jupyter session and then re-start it and this line of text will still be there. However other parts of the notebook are not \"aware\" that this variable has been defined and so we can't re-use anywhere else. For example if we type ```a``` again and execute the cell, we get an error:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b2b537a5-b5d3-4660-aeb9-34d817ac82bb",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'a' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m/var/folders/mk/632_7fgs4v374qc935pvf9v00000gn/T/ipykernel_18079/2167009006.py\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0ma\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m: name 'a' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "a"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "febfd6ec-ef2e-4546-be70-f392634dd171",
+   "metadata": {},
+   "source": [
+    "So we actually need to **execute** the cell so that Python reads that line and executes the command. Here it's a very simple command that just says that the value of the variable ```a``` is three. So let's go back to the cell that defined ```a``` and now execute it (click in the cell and hit Shift+Enter). Now this variable is **stored in the computing memory** of the computer and we can re-use it anywhere in the notebook (but only in **this** notebook)!\n",
+    "\n",
+    "We can again just type ```a```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "0e707ec1-816c-4eb3-868f-7981c09e0544",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2ea635b0-bb5f-4ffb-a956-6df964776c3b",
+   "metadata": {},
+   "source": [
+    "We see that now we get an *output* with the value three. Most variables display an output when they are not involved in an operation. For example the line ```a=3``` didn't have an output.\n",
+    "\n",
+    "Now we can define other variables in a new cell. Note that we can put as **many lines** of commands as we want in a single cell. Each command just need to be on a new line."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "bd710972-659a-493c-9494-4f5b5b988ce5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "b = 5\n",
+    "c = 2"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "481a39ad-ba13-4622-b7f1-6d9fec4debac",
+   "metadata": {},
+   "source": [
+    "As variables are defined for the entire notebook we can combine information that comes from multiple cells. Here we do some basic mathematics:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "d0dfab15-7155-4799-b2ba-39bc72034b44",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a + b"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "30bd6648-6a78-4439-b01c-2c5e75a7e1b7",
+   "metadata": {},
+   "source": [
+    "Here we only see the output. We can't re-use that ouput for further calculations as we didn't define a new variable to contain it. Here we do it:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d8d7d721-0b21-45ac-a06d-900badb3bb25",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "d = a + b"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "071dd223-47e3-489b-96f0-7c0745940a29",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "d"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "09779ac4-e719-4a7d-b101-b23c68c60e70",
+   "metadata": {},
+   "source": [
+    "```d``` is now a new variable. It is purely numerical and not a mathematical formula as the above cell could make you believe. For example if we change the value of ```a```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "b13f612f-f9a2-4bf0-8dae-8a9b44e29a00",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = 100"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "039d2d0d-7e53-4ddb-82ca-f46c6c27bfbf",
+   "metadata": {},
+   "source": [
+    "and check the value of ```d```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "1c3757c0-1896-4e4c-8f62-5980198fce43",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "d"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "af99b1fd-33ff-43f8-a0fb-c1433bba7c99",
+   "metadata": {},
+   "source": [
+    "it has not change. We would have to rerun the operation and assign it again to ```d``` for it to update:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "65deff88-bef2-457d-9eef-7fe312a6552c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "105"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "d = a + b\n",
+    "d"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d7c10065-ad58-4f8b-827d-c77408c516d6",
+   "metadata": {},
+   "source": [
+    "We will see many other types of variables during the course. Some are just other types of data, for example we can define a **text** variable by using quotes ```' '``` around a given text:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "0f036165-5fbf-420e-bbc3-7254f9206eba",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'This is my text'"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_text = 'This is my text'\n",
+    "my_text"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "55f65a6f-bf8f-4ae4-a4af-095978a34440",
+   "metadata": {},
+   "source": [
+    "Others can contain multiple elements like lists:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "d822c69a-b2af-480d-a036-040657cca21b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[3, 8, 5, 9]"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_list = [3, 8, 5, 9]\n",
+    "my_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fba2dafb-f50d-4e8c-9da0-88e6424a487d",
+   "metadata": {},
+   "source": [
+    "but more on these data structures later..."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c6f0bbef-e9fc-4406-9bd4-c7d65a563bd2",
+   "metadata": {},
+   "source": [
+    "## Functions\n",
+    "\n",
+    "We have seen that we could define variables and do some basic operations with them. If we want to go beyond simple arithmetic we need more **complex functions** that can operate on variables. Imagine for example that we need a function $f(x, a, b) = a * x + b$. For this we can use and **define functions**. Here's how we can define the previous function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "aa794e59-2f28-4115-8fc3-a78a21b0fdcd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def my_fun(x, a, b):\n",
+    "    out = a * x + b\n",
+    "    return out"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "293df537-995e-459d-b58a-1e6d5ee917cc",
+   "metadata": {},
+   "source": [
+    "We see a series of Python rules to define a function:\n",
+    "\n",
+    "- we use the word **```def```** to signal that we are creating a function\n",
+    "- we pick a **function name**, here ```my_fun```\n",
+    "- we open the **parenthesis** and put all our **variables ```x```, ```a```, ```b```** in there, just like when we do mathematics\n",
+    "- we do some operation inside the function. **Inside** the function is signal with the **indentation**: everything that belong inside the function (there could be many more lines) is shifted by a *single tab* or *three space* to the right\n",
+    "- we use the word **```return```** to tell what is the output of the function, here the variable ```out```\n",
+    "\n",
+    "We can now use this function as if we were doing mathematics: we pick a a value for the three parameters e.g. $f(3, 2, 5)$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "69c080f7-8963-490d-8777-45ea5a41c3dc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "11"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_fun(3, 2, 5)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8415f62d-f481-471b-80a7-2e4ce688c41d",
+   "metadata": {},
+   "source": [
+    "Note that **some functions are defined by default** in Python. For example if I define a variable which is a string:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "9e804903-00c7-49af-8bd0-c57ac334ca65",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_text = 'This is my text'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e4db45f7-ad99-4d09-bbeb-37e4e5ea4cdc",
+   "metadata": {},
+   "source": [
+    "I can count the number of characters in this text using the ```len()``` function which comes from base Python:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "9b5deb40-70ae-47b7-b73a-a5e7413673fd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "15"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(my_text)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "440ade9f-138a-44ba-8915-e32c354cfd8a",
+   "metadata": {},
+   "source": [
+    "The ```len``` function has not been manually defined within a ```def``` statement, it simply exist by default in the Python language."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7c3c510c-f931-42c3-9dd3-11c81f791b6c",
+   "metadata": {},
+   "source": [
+    "## Variables as objects\n",
+    "\n",
+    "In the Python world, variables are not \"just\" variables, they are actually more complex objects. So for example our variable ```my_text``` does indeed contain the text ```This is my text``` but it contains also additional features. The way to access those features is to use the dot notation ```my_text.some_feature```. There are two types of featues:\n",
+    "- functions, called here methods, that do some computation or modify the variable itself\n",
+    "- properties, that contain information about the variable\n",
+    "\n",
+    "For example the object ```my_text``` has a function attached to it that allows us to put all letters to lower case:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "5d7d85c5-2495-4584-b66a-463e39c04a93",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'This is my text'"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "7b90033f-9941-48c9-93c5-c816a8331b07",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'this is my text'"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_text.lower()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7dcb5ca3-33c8-4558-a9e6-297095e8e285",
+   "metadata": {},
+   "source": [
+    "If we define a complex number:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "e3559061-5778-4e88-a076-26e721085dbf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = 3 + 5j"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9f4a5d9c-6a96-4cea-bb65-aa2333e30433",
+   "metadata": {},
+   "source": [
+    "then we can access the property ```real``` that gives us only the real part of the number:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "4578d822-c838-4cc0-8137-70335596696e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3.0"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a.real"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e9432ded-adee-4d63-a955-f533c3ccfdc4",
+   "metadata": {},
+   "source": [
+    "Note that when we use a method (function) we need to use the parenthesis, just like for regular functions, while for properties we don't."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2868cd34-275f-459f-a351-dcf5e5da8729",
+   "metadata": {},
+   "source": [
+    "## Packages\n",
+    "\n",
+    "In the examples above, we either defined a function ourselves or used one generally accessible in base Python but there is a third solution: **external packages**. These packages are collections of functions used in a specific domain that are made available to everyone via specialized online repositories. For example we will be using in this course a package called [scikit-image](https://scikit-image.org/) that implements a large number of functions for image processing. For example if we want to filter an image stored in a variable ```im_in``` with a median filter, we can then just use the ```median()``` function of scikit-image and apply it to an image ```im_out = median(im_in)```. The question is now: how do we access these functions?\n",
+    "\n",
+    "### Importing functions\n",
+    "\n",
+    "The answer is that we have to **import** the functions we want to use in a *given notebook* from a package to be able to use them. First the package needs to be **installed**. One of the most popular place where to find such packages is the PyPi repository. We can install packages from there using the following command either in a **terminal or directly in the notebook**. For example for [scikit-image](https://pypi.org/project/scikit-image/):\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "469703da-638f-4048-8f35-004aa9c723e4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: scikit-image in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (0.19.2)\n",
+      "Requirement already satisfied: networkx>=2.2 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (2.7.1)\n",
+      "Requirement already satisfied: tifffile>=2019.7.26 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (2022.2.9)\n",
+      "Requirement already satisfied: PyWavelets>=1.1.1 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (1.2.0)\n",
+      "Requirement already satisfied: pillow!=7.1.0,!=7.1.1,!=8.3.0,>=6.1.0 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (9.0.1)\n",
+      "Requirement already satisfied: scipy>=1.4.1 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (1.8.0)\n",
+      "Requirement already satisfied: packaging>=20.0 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (21.3)\n",
+      "Requirement already satisfied: imageio>=2.4.1 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (2.16.1)\n",
+      "Requirement already satisfied: numpy>=1.17.0 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from scikit-image) (1.22.2)\n",
+      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /Users/gw18g940/mambaforge/envs/improc_beginner/lib/python3.9/site-packages (from packaging>=20.0->scikit-image) (3.0.7)\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install scikit-image"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "54598c4a-3832-4eab-af05-edf8501e94a6",
+   "metadata": {},
+   "source": [
+    "Once installed we can **import** the packakge in a notebook in the following way (note that the name of the package is scikit-image, but in code we use an abbreviated name ```skimage```):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "d6ebba2b-4564-48fb-ae4c-f00ee75025b6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import skimage"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8647423d-6129-4a29-a7ff-129f76b9ce97",
+   "metadata": {},
+   "source": [
+    "The import is valid for the **entire notebook**, we don't need that line in each cell. \n",
+    "\n",
+    "Now that we have imported the package we can access all function that we define in it using a *dot notation* ```skimage.myfun```. Most packages are organized into submodules and in that case to access functions of a submodule we use ```skimage.my_submodule.myfun```.\n",
+    "\n",
+    "To come back to the previous example: the ```median``` filtering function is in the ```filters``` submodule that we could now use as:\n",
+    "\n",
+    "```python\n",
+    "im_out = skimage.filters.median(im_in)\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e28bad31-26fc-4c87-a8e3-d08ab8238f66",
+   "metadata": {},
+   "source": [
+    "We cannot execute this command as the variables ```im_in``` and ```im_out``` are not yet defined.\n",
+    "\n",
+    "Note that there are multiple ways to import packages. For example we could give another name to the package, using the ```as``` statement:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "b2517d37-86a2-4145-921e-8ad6dd470ce2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import skimage as sk"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8cb74c60-b4f1-4ea8-8b45-35de0a539699",
+   "metadata": {},
+   "source": [
+    "Nowe if we want to use the ```median``` function in the filters sumodule we would write:\n",
+    "\n",
+    "```python\n",
+    "im_out = sk.filters.median(im_in)\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ede758ba-c412-4525-8a8d-c12ac275503c",
+   "metadata": {},
+   "source": [
+    "We can also import only a certain submodule using:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "55b0923c-0207-4361-9dae-015511653f01",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from skimage import filters"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "989b8eff-049f-4e43-8d3c-2220fb9688ad",
+   "metadata": {},
+   "source": [
+    "Now we have to write:\n",
+    "\n",
+    "```python\n",
+    "im_out = filters.median(im_in)\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "27ed60ff-5fa2-4df6-a5e5-7c085b99e144",
+   "metadata": {},
+   "source": [
+    "Finally, we can import a **single** function like this:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "85755d48-e703-44a4-a664-3d3024dbf4f9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from skimage.filters import median"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "72bebe55-7343-417f-b473-404e632a073a",
+   "metadata": {},
+   "source": [
+    "and now we have to write:\n",
+    "\n",
+    "```python\n",
+    "im_out = median(im_in)\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6c214d83-b39a-4515-85ee-9331fbc8eb00",
+   "metadata": {},
+   "source": [
+    "## Structures\n",
+    "\n",
+    "As mentioned above we cannot execute those various lines like ```im_out = median(im_in)``` because the image variable ```im_in``` is not yet defined. This variable should be an image, i.e. it cannot be a single number like in ```a=3``` but an entire grid of values, each value being one pixel. We therefore need a specific variable type that can contain such a structure.\n",
+    "\n",
+    "We have already seen that we can define different types of variables. Single numbers:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "0477ff6d-aae1-4deb-86e3-4b8edc6a1a16",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5778b708-7733-41f1-a1c9-689d5b66022f",
+   "metadata": {},
+   "source": [
+    "Text:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "7b494f9f-bf02-4015-8a18-965b1290f9d2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "b = 'my text'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3210c9fb-27d0-452a-b180-b010f821951a",
+   "metadata": {},
+   "source": [
+    "or even lists of numbers:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "86eaee86-53b7-436a-bf0c-33db593b8485",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c = [6,2,8,9]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f0a1e843-9bad-4528-81f7-dad4a5fe0ad8",
+   "metadata": {},
+   "source": [
+    "This last type of variable is called a ```list``` in Python and is one of the **structures** that is available in Python. If we think of an image that has multiple lines and columns of pixels, we could now imagine that we can represent it as a list of lists, each single list being e.g. one row pf pixels. For example a 3 x 3 image could be:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "7b0eba2b-0301-410c-b664-41e3b229b3e2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[4, 8, 7], [6, 4, 3], [5, 3, 7]]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_image = [[4,8,7], [6,4,3], [5,3,7]]\n",
+    "my_image"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8bc9886f-626a-40e8-9444-dccf8f31cd03",
+   "metadata": {},
+   "source": [
+    "While in principle we could use a ```list``` for this, computations on such objects would be very slow. For example if we wanted to do background correction and subtract a given value from our image, effectively we would have to go through each element of our list (each pixel) one by one and sequentially remove the background from each pixel. If the background is 3 we would have therefore to compute:\n",
+    "- 4-3\n",
+    "- 8-3\n",
+    "- 7-3\n",
+    "- 6-3\n",
+    "\n",
+    "etc. Since operations are done sequentially this would be very slow as we couldn't exploit the fact that most computers have multiple processors. Also it would be tedious to write such an operation.\n",
+    "\n",
+    "To fix this, most scientific areas that use lists of numbers of some kind (time-series, images, measurements etc.) resort to an **external package** called ```Numpy``` which offers a **computationally efficient list** called an **array**.\n",
+    "\n",
+    "To make this clearer we now import an image in our notebook to see such a structure. We will use a **function** from the scikit-image package to do this import. That function called ```imread``` is located in the submodule called ```io```. Remember that we can then access this function with ```skimage.io.imread()```. Just like we previously defined a function $f(x, a, b)$ that took inputs $x, a, b$, this ```imread()``` function also needs an input. Here it is just the **location of the image**, and that location can either be the **path** to the file on our computer or a **url** of an online place where the image is stored. Here we use an image that can be found at https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/19838_1252_F8_1.tif. As you can see it is a tif file. This address that we are using as an input should be formatted as text:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "838d09e0-9bc3-4d4d-9db3-51135198b013",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_address = 'https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/19838_1252_F8_1.tif'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2682bb17-0a31-4084-854c-3aaf68f87553",
+   "metadata": {},
+   "source": [
+    "Now we can call our function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "5174f922-9abc-47aa-b467-635157620967",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[[42, 48,  0],\n",
+       "        [45, 41,  0],\n",
+       "        [47, 21,  0],\n",
+       "        ...,\n",
+       "        [78, 16,  1],\n",
+       "        [57, 14,  0],\n",
+       "        [53,  7,  0]],\n",
+       "\n",
+       "       [[42, 57,  0],\n",
+       "        [37, 40,  0],\n",
+       "        [38, 30,  0],\n",
+       "        ...,\n",
+       "        [97,  7,  0],\n",
+       "        [67, 12,  0],\n",
+       "        [57,  9,  1]],\n",
+       "\n",
+       "       [[42, 55,  0],\n",
+       "        [44, 40,  0],\n",
+       "        [31, 29,  0],\n",
+       "        ...,\n",
+       "        [79,  0,  0],\n",
+       "        [67,  1,  0],\n",
+       "        [61,  1,  0]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[ 0,  0,  0],\n",
+       "        [ 0,  0,  0],\n",
+       "        [ 0,  0,  0],\n",
+       "        ...,\n",
+       "        [65, 37,  0],\n",
+       "        [54, 37,  0],\n",
+       "        [47, 49,  0]],\n",
+       "\n",
+       "       [[ 0,  0,  0],\n",
+       "        [ 0,  0,  0],\n",
+       "        [ 0,  0,  0],\n",
+       "        ...,\n",
+       "        [75, 41,  0],\n",
+       "        [59, 44,  0],\n",
+       "        [54, 74,  0]],\n",
+       "\n",
+       "       [[ 0,  0,  0],\n",
+       "        [ 0,  0,  0],\n",
+       "        [ 0,  0,  0],\n",
+       "        ...,\n",
+       "        [82, 51,  0],\n",
+       "        [62, 48,  0],\n",
+       "        [57, 69,  0]]], dtype=uint8)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "skimage.io.imread(my_address)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e8c2d72b-44a4-47ac-b2af-ec8b477017e5",
+   "metadata": {},
+   "source": [
+    "We see here an output which is what is returned by our function. It is as expected a list of numbers, and not all numbers are shown because the list is too long. We see that we also have ```[]``` to specify rows, columns etc. The main difference compared to our list of lists that we defined previously is the ```array``` indication at the very beginning of the list of numbers. This ```array``` indication tells us that we are dealing with a ```Numpy``` array, this alternative type of list of lists that will allow us to do efficient computations."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c1359344-b830-4c68-b7fc-c5df418f5f1b",
+   "metadata": {},
+   "source": [
+    "## Plotting\n",
+    "\n",
+    "We will see a few ways to represent data during the course. Here we just want to have a quick look at the image we just imported. For plotting we will use yet another **external library** called Matplotlib. That library is extensively used in the Python world and offers extensive choices of plots. We will mainly use one **function** from the library to display images: ```imshow```. Again, to access that function, we first need to import the package. Here we need a specific submodule:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "4a057722-abd7-4200-bf29-d31c098ae0c4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "dd8787ba-8fec-420d-9ec9-e3e532d2d7f4",
+   "metadata": {},
+   "source": [
+    "Now we can use the ```plt.imshow()``` function. There are many options for plot, but we can use that function already by just passing an ```array``` as an input. First we need to assign the imported array to a variable:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "8feb55fc-e904-4dba-9cef-226d9b5db67b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import skimage.io\n",
+    "\n",
+    "image = skimage.io.imread(my_address)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "3fc37e2b-b702-4ff4-a87a-9ecdfbd454fc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(image);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "24c944a9-2601-40fd-ba27-f43567120cff",
+   "metadata": {},
+   "source": [
+    "We see that we are dealing with a multi-channel image and can already distinguish cell nuclei (blue) and cytoplasm (red)."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/02-Functions.ipynb b/02-Functions.ipynb
deleted file mode 100644
index ffd135cea6035b31d34ff55c3c8597f0facfcdb7..0000000000000000000000000000000000000000
--- a/02-Functions.ipynb
+++ /dev/null
@@ -1 +0,0 @@
-{"nbformat":4,"nbformat_minor":0,"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.2"},"toc":{"base_numbering":1,"nav_menu":{},"number_sections":false,"sideBar":true,"skip_h1_title":false,"title_cell":"Table of Contents","title_sidebar":"Contents","toc_cell":false,"toc_position":{},"toc_section_display":true,"toc_window_display":true},"colab":{"name":"02-Functions.ipynb","provenance":[],"collapsed_sections":[]}},"cells":[{"cell_type":"markdown","metadata":{"id":"9sFavEsryhP5"},"source":["# 2. Methods and functions"]},{"cell_type":"markdown","metadata":{"id":"AnWhCvbNyhQA"},"source":["## 2.1 Functions"]},{"cell_type":"markdown","metadata":{"id":"t3rkeQ6yyhQA"},"source":["### How a function works"]},{"cell_type":"markdown","metadata":{"id":"DEil_8-CyhQB"},"source":["In the previous notebook, we have seen that one can create different kinds of variables. We have also seen that one can use mathematical operations on them (calculus and logical). However sometimes one needs to do more complex operations. \n","\n","We have already seen two such operations, namely type() and print(). Those two operations are called **functions** as they operate in the same way as functions that we learn in analysis e.g. y = f(x), namely they take an input x, do some operation f() which gives an output y.\n","\n","For example:"]},{"cell_type":"code","metadata":{"id":"t7828T6hyhQB","executionInfo":{"status":"ok","timestamp":1616246387148,"user_tz":-60,"elapsed":673,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["a = 'this is my string'"],"execution_count":1,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"tLvNPVhZyhQC","executionInfo":{"status":"ok","timestamp":1616246387151,"user_tz":-60,"elapsed":602,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"593517db-78d5-40c4-893a-903fc8b8361b"},"source":["b = type(a)\n","b"],"execution_count":2,"outputs":[{"output_type":"execute_result","data":{"text/plain":["str"]},"metadata":{"tags":[]},"execution_count":2}]},{"cell_type":"markdown","metadata":{"id":"RnC3gU0kyhQD"},"source":["Here our function takes as input any variable, here a, does the type() operation (determining the type of a) and return it in the variable b. Often, typically when using print(), we don't \"capture\" the result in a variable, but show it:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"sDzIxLN7yhQD","executionInfo":{"status":"ok","timestamp":1616246387152,"user_tz":-60,"elapsed":592,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"c4c77deb-588f-4021-8174-d336eb6d06b1"},"source":["print(a)"],"execution_count":3,"outputs":[{"output_type":"stream","text":["this is my string\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"ZOaE-nqNyhQE"},"source":["### Built-in functions"]},{"cell_type":"markdown","metadata":{"id":"fwsDvo4dyhQE"},"source":["In addition to type() and print() Python comes with 68 other built-in functions (see for example [here](https://www.programiz.com/python-programming/methods/built-in)). Those are functions that are **always** available as soon as you start Python. Note that however not all of them work for all data types.\n","\n","For example, there is the function len() which can give the length of a string:"]},{"cell_type":"code","metadata":{"id":"ytq0pYcgyhQE","executionInfo":{"status":"ok","timestamp":1616246387415,"user_tz":-60,"elapsed":852,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["mystring = 'this is my string'"],"execution_count":4,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"-a5tHBZMyhQE","executionInfo":{"status":"ok","timestamp":1616246387421,"user_tz":-60,"elapsed":847,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"de480496-88e7-4a03-f6a4-9867c64ddeb3"},"source":["len(mystring)"],"execution_count":5,"outputs":[{"output_type":"execute_result","data":{"text/plain":["17"]},"metadata":{"tags":[]},"execution_count":5}]},{"cell_type":"markdown","metadata":{"id":"bC4XL-MWyhQF"},"source":["Note that this counts all characters, including white spaces. Now if we want to apply the same function to an integer:"]},{"cell_type":"code","metadata":{"id":"rnlXSAEZyhQF","executionInfo":{"status":"ok","timestamp":1616246387422,"user_tz":-60,"elapsed":846,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["myinteger = -23"],"execution_count":6,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":164},"id":"7DP3wuRoyhQF","executionInfo":{"status":"error","timestamp":1616246398397,"user_tz":-60,"elapsed":554,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"11d3f5ec-b99f-40f0-a555-357f3080d610"},"source":["len(myinteger)"],"execution_count":8,"outputs":[{"output_type":"error","ename":"TypeError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-8-db75ce5fc34b>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmyinteger\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: object of type 'int' has no len()"]}]},{"cell_type":"markdown","metadata":{"id":"9Yan-OJsyhQF"},"source":["This gives an error because the \"length\" of an integer is not defined. Conversely, there are functions that can be applied to integers but not to strings. For example taking the absolute value:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"EfxOeeMpyhQG","executionInfo":{"status":"ok","timestamp":1616246398617,"user_tz":-60,"elapsed":763,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"a85a86ba-217f-4cb9-a0b2-9315d03394be"},"source":["abs(myinteger)"],"execution_count":9,"outputs":[{"output_type":"execute_result","data":{"text/plain":["23"]},"metadata":{"tags":[]},"execution_count":9}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":164},"id":"91lbKtIyyhQG","executionInfo":{"status":"error","timestamp":1616246398863,"user_tz":-60,"elapsed":1002,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"6f5bbd37-cf88-4a22-e1d2-c5d6852541ee"},"source":["abs(mystring)"],"execution_count":10,"outputs":[{"output_type":"error","ename":"TypeError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-10-d63c12cb230d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmystring\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: bad operand type for abs(): 'str'"]}]},{"cell_type":"markdown","metadata":{"id":"CESsPA0CyhQG"},"source":["## 2.2 Methods"]},{"cell_type":"markdown","metadata":{"id":"QtNA5I7SyhQH"},"source":["In addition to functions, some types of variables have associated functions that are called methods. The idea is the same (input, function, output), just the way of calling these functions is slightly different.\n","\n","For example any string can be capitalized using the capitalize() method which is applied like this:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"9cfD5joOyhQH","executionInfo":{"status":"ok","timestamp":1616246412433,"user_tz":-60,"elapsed":552,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"2a3003b7-62b7-4fff-eabf-4cc294409cce"},"source":["mystring"],"execution_count":11,"outputs":[{"output_type":"execute_result","data":{"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"},"text/plain":["'this is my string'"]},"metadata":{"tags":[]},"execution_count":11}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"C5hGOFjcyhQH","executionInfo":{"status":"ok","timestamp":1616246412673,"user_tz":-60,"elapsed":765,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"83a2c34d-4981-4d72-b1ed-dc195c3792f3"},"source":["mystring.capitalize()"],"execution_count":12,"outputs":[{"output_type":"execute_result","data":{"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"},"text/plain":["'This is my string'"]},"metadata":{"tags":[]},"execution_count":12}]},{"cell_type":"markdown","metadata":{"id":"bIKrcMHJyhQH"},"source":["The only difference is that instead of writing f(x) we write x.f()\n","\n","Note however that methods can additionally take another argument in the form of x.f(a). For example the find() method, which indicates where in the string one finds a specific substring:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"F-MERqDYyhQI","executionInfo":{"status":"ok","timestamp":1616246412707,"user_tz":-60,"elapsed":790,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"7aae6267-ca1f-48e8-cb39-6eaa9dd4a491"},"source":["mystring"],"execution_count":13,"outputs":[{"output_type":"execute_result","data":{"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"},"text/plain":["'this is my string'"]},"metadata":{"tags":[]},"execution_count":13}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"nwskncglyhQI","executionInfo":{"status":"ok","timestamp":1616246412930,"user_tz":-60,"elapsed":1005,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"ac2db319-6af3-4338-8ab4-b9e522606907"},"source":["mystring.find('my')"],"execution_count":14,"outputs":[{"output_type":"execute_result","data":{"text/plain":["8"]},"metadata":{"tags":[]},"execution_count":14}]},{"cell_type":"markdown","metadata":{"id":"nflfiEnoyhQI"},"source":["For the moment you can consider functions and methods in the same way. The concept of method comes from the concept of object oriented programming that we will not explicitly cover during this course, but which is an important topic that you should learn about if you want learn more about programming."]},{"cell_type":"markdown","metadata":{"id":"9lGX3MgmyhQI"},"source":["## 2.3 Getting infos"]},{"cell_type":"markdown","metadata":{"id":"ZMdIUYpTyhQJ"},"source":["If you want to know all the functions and methods associated with a variable, you can use the function ```dir()```. For example for our string this gives:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"yhpoX-lUyhQJ","executionInfo":{"status":"ok","timestamp":1616246412931,"user_tz":-60,"elapsed":999,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"ae24f55e-01bd-4b24-b7c2-2a07bc265faa"},"source":["dir(mystring)"],"execution_count":15,"outputs":[{"output_type":"execute_result","data":{"text/plain":["['__add__',\n"," '__class__',\n"," '__contains__',\n"," '__delattr__',\n"," '__dir__',\n"," '__doc__',\n"," '__eq__',\n"," '__format__',\n"," '__ge__',\n"," '__getattribute__',\n"," '__getitem__',\n"," '__getnewargs__',\n"," '__gt__',\n"," '__hash__',\n"," '__init__',\n"," '__init_subclass__',\n"," '__iter__',\n"," '__le__',\n"," '__len__',\n"," '__lt__',\n"," '__mod__',\n"," '__mul__',\n"," '__ne__',\n"," '__new__',\n"," '__reduce__',\n"," '__reduce_ex__',\n"," '__repr__',\n"," '__rmod__',\n"," '__rmul__',\n"," '__setattr__',\n"," '__sizeof__',\n"," '__str__',\n"," '__subclasshook__',\n"," 'capitalize',\n"," 'casefold',\n"," 'center',\n"," 'count',\n"," 'encode',\n"," 'endswith',\n"," 'expandtabs',\n"," 'find',\n"," 'format',\n"," 'format_map',\n"," 'index',\n"," 'isalnum',\n"," 'isalpha',\n"," 'isascii',\n"," 'isdecimal',\n"," 'isdigit',\n"," 'isidentifier',\n"," 'islower',\n"," 'isnumeric',\n"," 'isprintable',\n"," 'isspace',\n"," 'istitle',\n"," 'isupper',\n"," 'join',\n"," 'ljust',\n"," 'lower',\n"," 'lstrip',\n"," 'maketrans',\n"," 'partition',\n"," 'replace',\n"," 'rfind',\n"," 'rindex',\n"," 'rjust',\n"," 'rpartition',\n"," 'rsplit',\n"," 'rstrip',\n"," 'split',\n"," 'splitlines',\n"," 'startswith',\n"," 'strip',\n"," 'swapcase',\n"," 'title',\n"," 'translate',\n"," 'upper',\n"," 'zfill']"]},"metadata":{"tags":[]},"execution_count":15}]},{"cell_type":"markdown","metadata":{"id":"c1f7wTvSyhQJ"},"source":["All the functions are placed between two __ characters, the other are methods. We see that in that list we find again the ```len()``` function as well as the ```capitalize()``` method. Often one is unsure what a function exactly does and what input it needs. In that case one can either Google the answer, or use the built-in help.\n","\n","To access the built-in help, one can just use the ```help()``` function. For example if we wanted to know what the ```capitalize()``` functions was doing we would type:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"D4wOl3rWyhQJ","executionInfo":{"status":"ok","timestamp":1616246412932,"user_tz":-60,"elapsed":990,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"b75a84cd-4e93-4dc4-83bd-9ac649a5ae0c"},"source":["help(mystring.capitalize)"],"execution_count":16,"outputs":[{"output_type":"stream","text":["Help on built-in function capitalize:\n","\n","capitalize() method of builtins.str instance\n","    Return a capitalized version of the string.\n","    \n","    More specifically, make the first character have upper case and the rest lower\n","    case.\n","\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"C_et6Z-RyhQJ"},"source":["**In Jupyter, you also get infos on a function by placing the cursor within the function parenthesis and typing Shit+Tab.**"]},{"cell_type":"markdown","metadata":{"id":"6ptkDFzoyhQJ"},"source":["## 2.4 Compounding functions"]},{"cell_type":"markdown","metadata":{"id":"TaC0JHW1yhQK"},"source":["When we apply a series of functions we can of course separate all steps:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"TAsOI7KEyhQK","executionInfo":{"status":"ok","timestamp":1616246412932,"user_tz":-60,"elapsed":983,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"55985c25-9bd0-4ba1-aa16-ac64af138f44"},"source":["myint = -23\n","abs_int = abs(myint)\n","float_abs_int = float(abs_int)\n","print(float_abs_int)"],"execution_count":17,"outputs":[{"output_type":"stream","text":["23.0\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"1pvTrGOZyhQK"},"source":["But we can also just nest them into each other:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Qu3HrWdjyhQK","executionInfo":{"status":"ok","timestamp":1616246412933,"user_tz":-60,"elapsed":975,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"38a60f17-5972-4b1b-b351-32399d21df51"},"source":["float_abs_int = float(abs(myint))\n","print(float_abs_int)"],"execution_count":18,"outputs":[{"output_type":"stream","text":["23.0\n"],"name":"stdout"}]},{"cell_type":"markdown","metadata":{"id":"jDLy-uU_yhQL"},"source":["The same is true for methods which are then chained together:"]},{"cell_type":"code","metadata":{"id":"2zNHRArwyhQL","executionInfo":{"status":"ok","timestamp":1616246412934,"user_tz":-60,"elapsed":970,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["mystring = 'this is my string'"],"execution_count":19,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Gj6VgHnwyhQL","executionInfo":{"status":"ok","timestamp":1616246412935,"user_tz":-60,"elapsed":965,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"f6686cea-9aa7-4d47-e36a-e250c5638849"},"source":["mystring2 = mystring.upper()\n","print(mystring2)"],"execution_count":20,"outputs":[{"output_type":"stream","text":["THIS IS MY STRING\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Ti502p__yhQL","executionInfo":{"status":"ok","timestamp":1616246412935,"user_tz":-60,"elapsed":958,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"2ceb80ba-e43b-4182-e511-f55c00e1ab52"},"source":["mystring2.find('MY')"],"execution_count":21,"outputs":[{"output_type":"execute_result","data":{"text/plain":["8"]},"metadata":{"tags":[]},"execution_count":21}]},{"cell_type":"markdown","metadata":{"id":"AQsC9ddkyhQL"},"source":["is equivalent to:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"xfMysM7KyhQL","executionInfo":{"status":"ok","timestamp":1616246412936,"user_tz":-60,"elapsed":951,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"17ce0ad9-6831-433c-e486-7ee676c31f1f"},"source":["mystring.upper().find('MY')"],"execution_count":22,"outputs":[{"output_type":"execute_result","data":{"text/plain":["8"]},"metadata":{"tags":[]},"execution_count":22}]},{"cell_type":"markdown","metadata":{"id":"lFVfzbVgyhQM"},"source":["How much you separate different steps should be a compromise between compactness of code and readability."]},{"cell_type":"markdown","metadata":{"id":"nX_WhdiNyhQM"},"source":["## 2.5 Create your function"]},{"cell_type":"markdown","metadata":{"id":"H4JLLTXmyhQM"},"source":["Sometimes you have several operations that you want to package yourself into a function. This is particularly useful if you want to re-used over and over the same series of operations.\n","\n","To start let's imagine we want to define the mathematical function $y = f(x)$ where $f(x) = 2x$. This is achieved using the following function:"]},{"cell_type":"code","metadata":{"id":"aZX8O1TiyhQM","executionInfo":{"status":"ok","timestamp":1616246412937,"user_tz":-60,"elapsed":943,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["def my_function(x):\n","    my_output = 2*x\n","    return my_output"],"execution_count":23,"outputs":[]},{"cell_type":"markdown","metadata":{"id":"EWKO9oV3yhQM"},"source":["Let's tease apart these two lines:\n","- ```def``` says we are defining a function\n","- ```my_function``` is the name of the function, i.e. like $f$ in our mathematical example\n","- ```x``` is our input like in $f(x)$\n","- ```return```specifies what the output of the function is\n","- this output here is ```my_output```, the equivalent of $y$ in our mathematical function\n","\n","You can then use it as any function:"]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7Ov0IIrtyhQN","executionInfo":{"status":"ok","timestamp":1616246412939,"user_tz":-60,"elapsed":939,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"0f71444b-3827-4db5-edbf-3f85a3350860"},"source":["my_function(3)"],"execution_count":24,"outputs":[{"output_type":"execute_result","data":{"text/plain":["6"]},"metadata":{"tags":[]},"execution_count":24}]},{"cell_type":"markdown","metadata":{"id":"AaETMC9VyhQN"},"source":["Of course our function can have more than one input. Our mathematical function could for example be: $f(x,b) = b* x$"]},{"cell_type":"code","metadata":{"id":"AWKrR5KgyhQN","executionInfo":{"status":"ok","timestamp":1616246412940,"user_tz":-60,"elapsed":933,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["def my_second_function(x, b):\n","    my_output = b*x\n","    return my_output"],"execution_count":25,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"-IIaihXsyhQN","executionInfo":{"status":"ok","timestamp":1616246412941,"user_tz":-60,"elapsed":928,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"0fe8068b-72d1-4e36-edf4-b4df1402f572"},"source":["my_second_function(3,3)"],"execution_count":26,"outputs":[{"output_type":"execute_result","data":{"text/plain":["9"]},"metadata":{"tags":[]},"execution_count":26}]},{"cell_type":"markdown","metadata":{"id":"MDb13lAYyhQN"},"source":["Finally, we have seen that arguments can be **optional**, i.e. one does not necessarily have to specify them because they have some default value. This is achieved by specifying this value. Optional rguments have to be placed **AFTER** non-optional arguments."]},{"cell_type":"code","metadata":{"id":"MPtmd-jJyhQO","executionInfo":{"status":"ok","timestamp":1616246412941,"user_tz":-60,"elapsed":921,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}}},"source":["def my_third_function(x, b = 4):\n","    my_output = b*x\n","    return my_output"],"execution_count":27,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8zjS6G_VyhQO","executionInfo":{"status":"ok","timestamp":1616246412942,"user_tz":-60,"elapsed":916,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"75926ff3-50fb-442f-b23e-0c4da013e297"},"source":["my_third_function(3)"],"execution_count":28,"outputs":[{"output_type":"execute_result","data":{"text/plain":["12"]},"metadata":{"tags":[]},"execution_count":28}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7YCV3l9byhQP","executionInfo":{"status":"ok","timestamp":1616246412942,"user_tz":-60,"elapsed":909,"user":{"displayName":"Guillaume Witz","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64","userId":"16033870147214403532"}},"outputId":"373a7082-cbcd-46af-c3d7-faa57861cd77"},"source":["my_second_function(3, b = 5)"],"execution_count":29,"outputs":[{"output_type":"execute_result","data":{"text/plain":["15"]},"metadata":{"tags":[]},"execution_count":29}]}]}
\ No newline at end of file
diff --git a/02-Images_as_arrays.ipynb b/02-Images_as_arrays.ipynb
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--- /dev/null
+++ b/02-Images_as_arrays.ipynb
@@ -0,0 +1,1507 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "8bd11832-8efa-4cfc-9a73-4995ad673664",
+   "metadata": {},
+   "source": [
+    "# 2. Images as arrays\n",
+    "\n",
+    "At the end of the introduction we have seen that images are imported as a specific data structure called an ```array```. These arrays are implemented by a package called Numpy which is foundational to the entire scientific Python ecosystem: as soon as you have to perform numerical computations, it's very likely that you will use Numpy arrays. Here we give an introduction to these arrays, specifically using images as examples. \n",
+    "\n",
+    "Let us first import the Numpy package as well as scikit-image which will allow us to import images and Matplotlib with which we can look at images:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ec54217e-22f8-4d31-913a-64c2721fdb2c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import skimage\n",
+    "import skimage.io\n",
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eb9461bc-2921-4732-9602-557ea3124516",
+   "metadata": {},
+   "source": [
+    "We import now an image from an online microscopy repository, using an url. This is fluorescence microscopy image of Saccharomyces cerevisiae with a signal accumulating in the vacuoles."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "a8b1464f-eb90-461a-9fbb-71a4453fd90d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13901/13901.tif')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "692f8c3e-b581-41f5-a0bf-68a062a31ea3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[219, 225, 220, ..., 256, 258, 272],\n",
+       "       [218, 211, 217, ..., 270, 268, 278],\n",
+       "       [217, 217, 214, ..., 263, 268, 262],\n",
+       "       ...,\n",
+       "       [337, 343, 321, ..., 266, 287, 285],\n",
+       "       [320, 323, 339, ..., 268, 295, 281],\n",
+       "       [329, 353, 335, ..., 276, 281, 291]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "4d4241c2-c23f-4c24-912f-1abfec6f5683",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "numpy.ndarray"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(image)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "aa64e39a-a1a8-4f36-bd52-0d84963b358e",
+   "metadata": {},
+   "source": [
+    "As the type tells us, and as we can see from the output, the import function returned to us a Numpy ndarray or just array. nd stands for n-dimensional as Numpy can handle data of any dimension. The above output only shows us a fraction of the image the ```...``` indicating non-displayed values.\n",
+    "\n",
+    "We have seen in the introduction that any variable in Python is more than just a variable: it has also functions (methods) and properties. This is also valid here for Numpy arrays. For example we can ask what is the shape of the array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "f6b7def8-6e0d-4d64-8ba0-f2dc2df76207",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(1024, 1360)"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image.shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5f0e6d29-94ce-4579-a35f-43c88287cc0b",
+   "metadata": {},
+   "source": [
+    "These numbers tell us that our array has 1024 lines and 1360 columns. In the above output we also see an indication ```dtype```. This tells us what is the type of the pixels inside the array. The variable ```image``` is an array but its content can vary: we could have floating point values, integers etc. here ```uint16``` tells us we have unsigned (no negative values) integers in 16 bit, i.e. up to $2^{16}$ different possible pixel values.\n",
+    "\n",
+    "We have seen in the introduction that we could display the image using the ```imshow``` function. Let's do it here:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "64737941-2f11-4a9e-adb7-a52f696b31eb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(image, cmap='gray');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d184e706-14d0-40a0-ad21-23f03323fcfe",
+   "metadata": {},
+   "source": [
+    "In addition to the ```image``` input we also used an *optional* parameter called ```cmap``` here and that allows us to set a certain colormap, here a gray one. You can find more here: https://matplotlib.org/stable/tutorials/colors/colormaps.html#sequential"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "55c62f20-e864-471b-a2c7-d58d4eee90e8",
+   "metadata": {},
+   "source": [
+    "## Accessing values\n",
+    "\n",
+    "We can again display part of the array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "9352296c-f35a-44b2-9d94-e710f1545547",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[219, 225, 220, ..., 256, 258, 272],\n",
+       "       [218, 211, 217, ..., 270, 268, 278],\n",
+       "       [217, 217, 214, ..., 263, 268, 262],\n",
+       "       ...,\n",
+       "       [337, 343, 321, ..., 266, 287, 285],\n",
+       "       [320, 323, 339, ..., 268, 295, 281],\n",
+       "       [329, 353, 335, ..., 276, 281, 291]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "efe0ff30-4a6f-40f6-8e1f-8d8035c3c636",
+   "metadata": {},
+   "source": [
+    "The first questions is: how do we extract a certain value from the array? Each of the numbers we see above represents a pixel and it has a location (row, column). We can use that location to \"extract\" the value from the array. For example if we want the top left pixel at ```row=0``` and ```column=0``` we use these coordinates within **square parentheses or brackets**:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "8101a236-7ea2-4361-aae7-a990ee6d36fb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "219"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image[0,0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8b4f4ed7-5a15-4633-a1a8-5109c4b2744e",
+   "metadata": {},
+   "source": [
+    "We can now even change that value by reassigning another one:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "06366c6a-0636-43a3-b08c-403e5a4b831d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image[0,0] = 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "20c67b51-46a0-422f-9f29-3759ddf7f3a4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[  2, 225, 220, ..., 256, 258, 272],\n",
+       "       [218, 211, 217, ..., 270, 268, 278],\n",
+       "       [217, 217, 214, ..., 263, 268, 262],\n",
+       "       ...,\n",
+       "       [337, 343, 321, ..., 266, 287, 285],\n",
+       "       [320, 323, 339, ..., 268, 295, 281],\n",
+       "       [329, 353, 335, ..., 276, 281, 291]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b1f947ee-a18b-45b8-8be0-e3ca7dd20a70",
+   "metadata": {},
+   "source": [
+    "We see that we have indeed changed the value of that top left pixel!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a928ccd1-d746-4a19-8740-653fee04018a",
+   "metadata": {},
+   "source": [
+    "## Accessing parts of the array\n",
+    "\n",
+    "Very often we don't need to access a single pixel, but an entire region. In other terms we want to **crop** the image. Let's look again at the image:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "9620b198-e5c4-4e08-8b11-a76aa3d9c5c6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(image, cmap='gray');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3edb5f8f-32fc-4f43-8997-bfaf0d100f1a",
+   "metadata": {},
+   "source": [
+    "Let's say we want to focus our attention on a region in the middle of the image. We can for example take the rows 400-530 and columns 400-600. Instead of just using single coordinates we can now extract that part of the image using a **range** of pixels, the range being indicated via the ```:``` symbol. Here we write:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 102,
+   "id": "333b5599-cf79-4313-80a9-2d88277f068f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[375, 352, 370, ..., 470, 452, 469],\n",
+       "       [372, 368, 365, ..., 462, 458, 472],\n",
+       "       [381, 370, 359, ..., 478, 461, 480],\n",
+       "       ...,\n",
+       "       [349, 365, 346, ..., 287, 285, 290],\n",
+       "       [333, 349, 340, ..., 288, 276, 275],\n",
+       "       [355, 351, 337, ..., 282, 274, 267]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 102,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image[400:530, 400:600]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a56e15f3-fb53-4799-a710-f7ec2fef4b46",
+   "metadata": {},
+   "source": [
+    "We can store this new smaller array into a new variable:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "id": "0b665a02-bfcc-43ed-9bc5-6e1e4bdc4604",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cropped = image[400:530, 400:600].copy()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "01625c61-b504-4bb7-b575-0ac3b0b9ea29",
+   "metadata": {},
+   "source": [
+    "**Note that we additionally use here the ```copy``` method. This ensures that whatever modification we make to the cropped version doesn't affect the original image!**.\n",
+    "\n",
+    "We can again plot this cropped image:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 104,
+   "id": "dd08dcac-b0f3-4a6a-b513-6dee313c2614",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(cropped);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "deb9e658-6989-4941-b882-5e604dd53baf",
+   "metadata": {},
+   "source": [
+    "We can also check again the size of this cropped image. We expect 130 rows and 200 columns:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "id": "2dbcd4ed-94f7-4503-a707-7222353f2c7e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(130, 200)"
+      ]
+     },
+     "execution_count": 105,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped.shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c316fd1d-0bb5-4bd2-8116-0132cc2eef2a",
+   "metadata": {},
+   "source": [
+    "If instead of selecting both rows and columns we only want to select a range of rows and take **all** columns, we can just use ```:``` alone:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 106,
+   "id": "e04b89d0-b8dc-4be1-bf18-12dfc8b1ae73",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(130, 1360)"
+      ]
+     },
+     "execution_count": 106,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image[400:530, :].shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4f0b6586-597e-4d66-8c97-7fa06b84fffe",
+   "metadata": {},
+   "source": [
+    "We can also leave out the *end* boundary and then it takes all the rows/columns from a certain index to the last one:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 107,
+   "id": "3637fdae-7f84-41f8-be99-974f2762ce1f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(624, 1360)"
+      ]
+     },
+     "execution_count": 107,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image[400:, :].shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2c347fce-8089-45ee-b608-07ed9edea155",
+   "metadata": {},
+   "source": [
+    "## Other ways of creating arrays\n",
+    "\n",
+    "In addition to create arrays by importing them, we can also generate them using Numpy functions. This can be useful to initialize some array that we can then re-use later.\n",
+    "\n",
+    "There are many different types of arrays that we can create. For example we can create arrays that only contain ```0```s or ```1```s and have a certain shape, e.g. 5 rows and 3 columns, using the ```np.zeros()``` and ```np.ones()``` functions:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 108,
+   "id": "0ce1059f-6ca4-44a9-b706-93bb126b15f0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[0., 0., 0.],\n",
+       "       [0., 0., 0.],\n",
+       "       [0., 0., 0.],\n",
+       "       [0., 0., 0.],\n",
+       "       [0., 0., 0.]])"
+      ]
+     },
+     "execution_count": 108,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.zeros(shape=(5,3))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 109,
+   "id": "86d27fd7-0e6d-4000-87eb-0ec5c3c1a0d0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[1., 1., 1.],\n",
+       "       [1., 1., 1.],\n",
+       "       [1., 1., 1.],\n",
+       "       [1., 1., 1.],\n",
+       "       [1., 1., 1.]])"
+      ]
+     },
+     "execution_count": 109,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.ones(shape=(5,3))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "41e3871f-93ef-4b65-a567-c25ce1c2ac72",
+   "metadata": {},
+   "source": [
+    "We can also create 1D arrays (only one row) with values regularly distributed. For example we can create an array with numbers from a given ```start``` value to a ```stop``` value in a certain ```step``` size:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 110,
+   "id": "54ddb4e5-b246-497a-a7ed-229d5d8d5506",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([ 4,  6,  8, 10])"
+      ]
+     },
+     "execution_count": 110,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.arange(start=4, stop=12, step=2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a911a1f0-43f9-48ac-ab47-c8b1e15d9572",
+   "metadata": {},
+   "source": [
+    "In addition the ```random``` submodule of Numpy allows us to create arrays with numbers taken from a given distribution. For example we can take numbers from a Poisson distribution of parameter ```lam```. Remember that to access a submodule we use ```np.submodule.function_name```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 111,
+   "id": "b734604d-95c7-4f27-a5bd-c43c7fe59391",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[2, 5, 4, 2, 4],\n",
+       "       [3, 3, 1, 2, 3],\n",
+       "       [2, 2, 5, 5, 4]])"
+      ]
+     },
+     "execution_count": 111,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.random.poisson(lam=3, size=(3,5))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8b7da419-fcda-4721-9483-621167c48341",
+   "metadata": {},
+   "source": [
+    "## Mathematics with arrays\n",
+    "\n",
+    "Now that we know how to create or import an array, we can start to do mathematics, or in our case image processing, with these arrays. The advantage of these structures is that we can do mathematics as if we were using plain numbers."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f965e8e9-0e97-45da-b0ff-615b22b86b5f",
+   "metadata": {},
+   "source": [
+    "### Basic calculus\n",
+    "\n",
+    "For example we can write the mathematical statement $y = x + 3$, and we can write the same thing with an entire array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 112,
+   "id": "7a93e94c-c1dd-490c-84e3-8e89e57ddcfa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cropped_plus_three = cropped + 3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 113,
+   "id": "f97d98e6-51cc-4b3c-90c8-4fa27e73b8c7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[378, 355, 373, ..., 473, 455, 472],\n",
+       "       [375, 371, 368, ..., 465, 461, 475],\n",
+       "       [384, 373, 362, ..., 481, 464, 483],\n",
+       "       ...,\n",
+       "       [352, 368, 349, ..., 290, 288, 293],\n",
+       "       [336, 352, 343, ..., 291, 279, 278],\n",
+       "       [358, 354, 340, ..., 285, 277, 270]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 113,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped_plus_three"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "id": "ac8893ee-53a8-4ac2-a64f-43fe17493420",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[375, 352, 370, ..., 470, 452, 469],\n",
+       "       [372, 368, 365, ..., 462, 458, 472],\n",
+       "       [381, 370, 359, ..., 478, 461, 480],\n",
+       "       ...,\n",
+       "       [349, 365, 346, ..., 287, 285, 290],\n",
+       "       [333, 349, 340, ..., 288, 276, 275],\n",
+       "       [355, 351, 337, ..., 282, 274, 267]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 114,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3fd8bf0d-991c-4797-98a4-db1d5273714a",
+   "metadata": {},
+   "source": [
+    "We see that the statement ```cropped + 3``` is turned by Numpy into \"add the value 3 to each pixel in the array called ```cropped```. So we don't have to explicitly add this value to each element, Numpy does it for us!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f4996318-2ede-4564-9f7d-c6001400b5d6",
+   "metadata": {},
+   "source": [
+    "You can use most common operations with arrays:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 115,
+   "id": "66bab892-359f-4d73-947a-123c21a1e700",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[372, 349, 367, ..., 467, 449, 466],\n",
+       "       [369, 365, 362, ..., 459, 455, 469],\n",
+       "       [378, 367, 356, ..., 475, 458, 477],\n",
+       "       ...,\n",
+       "       [346, 362, 343, ..., 284, 282, 287],\n",
+       "       [330, 346, 337, ..., 285, 273, 272],\n",
+       "       [352, 348, 334, ..., 279, 271, 264]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 115,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped * 3\n",
+    "cropped / 3\n",
+    "cropped - 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "066bc922-93c0-4d48-9ba0-6889a6d18c34",
+   "metadata": {},
+   "source": [
+    "You can even raise each pixel to a certain power using the normal power operator:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 116,
+   "id": "bfeed4c3-5490-4f66-a72e-dc82d38031b0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = 3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 117,
+   "id": "b2e64922-8b63-4b1a-a4e7-d77b5ff0e454",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "9"
+      ]
+     },
+     "execution_count": 117,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a ** 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 118,
+   "id": "248cd58c-c572-4605-a451-470139c52e48",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[ 9553, 58368,  5828, ..., 24292,  7696, 23353],\n",
+       "       [ 7312,  4352,  2153, ..., 16836, 13156, 26176],\n",
+       "       [14089,  5828, 63345, ..., 31876, 15913, 33792],\n",
+       "       ...,\n",
+       "       [56265,  2153, 54180, ..., 16833, 15689, 18564],\n",
+       "       [45353, 56265, 50064, ..., 17408, 10640, 10089],\n",
+       "       [60489, 57665, 48033, ..., 13988,  9540,  5753]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 118,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped ** 2"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1fc9b3a7-c5dd-4b18-abc7-a096e5a9c47c",
+   "metadata": {},
+   "source": [
+    "Again, this is not some kind of matrix operation, **the squaring operation is applied element-wise**."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2e9f970d-d38a-4b37-83f4-02e09427d7f2",
+   "metadata": {},
+   "source": [
+    "### Numpy functions \n",
+    "In addition to this simple arithmetic, we can apply **entire functions** to these arrays. In particular Numpy has a wide range of functions that take arrays as inputs. For example, we can take the cosine of each element in an image using the ```np.cos()``` function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 119,
+   "id": "601a5907-6556-42b1-8930-0721caf82676",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[-0.40805453,  0.98998827,  0.7597075 , ...,  0.3258383 ,\n",
+       "         0.925159  , -0.61949694],\n",
+       "       [ 0.27513435, -0.9074341 ,  0.8390551 , ..., -0.982774  ,\n",
+       "         0.7822497 ,  0.7240764 ],\n",
+       "       [-0.64689636,  0.7597075 ,  0.6536208 , ...,  0.88795507,\n",
+       "        -0.6865085 , -0.7877331 ],\n",
+       "       ...,\n",
+       "       [-0.96016186,  0.8390551 ,  0.91111785, ..., -0.44011596,\n",
+       "        -0.6333425 ,  0.56242895],\n",
+       "       [ 0.9999611 , -0.96016186,  0.7596683 , ...,  0.51779556,\n",
+       "         0.89598435,  0.1104172 ],\n",
+       "       [-1.        ,  0.65366644, -0.66029406, ...,  0.73621315,\n",
+       "        -0.776667  , -0.99937433]], dtype=float32)"
+      ]
+     },
+     "execution_count": 119,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.cos(cropped)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "99674304-250d-40b9-88b7-5e5220af1962",
+   "metadata": {},
+   "source": [
+    "We won't create an exhaustive list of functions here. If you need a specific one the simplest is just to Google using \"numpy name_of_your_operation\" and the corresponding documentation should appear as first link.\n",
+    "\n",
+    "Above we have used a function that takes an array as input and returns again an array (of the same shape) as output. However there are functions that *summarize* the array and that return for example a single number. For example we can find the maximum value in the array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 120,
+   "id": "4caac8f1-409a-4487-9515-aad563cf986c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1568"
+      ]
+     },
+     "execution_count": 120,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.max(cropped)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6d63856c-5656-4108-9a82-a11d0f0a406f",
+   "metadata": {},
+   "source": [
+    "Similarly for the min, mean, standard deviation etc."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 121,
+   "id": "b0e6579e-1d56-4886-bc2f-c9521de565d5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "267"
+      ]
+     },
+     "execution_count": 121,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.min(cropped)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 122,
+   "id": "b40a3ac9-63ea-4fa8-a64e-a4c7f8b9fba7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "472.93142307692307"
+      ]
+     },
+     "execution_count": 122,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.mean(cropped)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 123,
+   "id": "8a0be928-812c-4860-81bf-74d0a4cb258c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "172.53921546746614"
+      ]
+     },
+     "execution_count": 123,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.std(cropped)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "30c0e904-cffe-44d7-a79e-f07895d068c7",
+   "metadata": {},
+   "source": [
+    "Finally note, that some of these functions are also available as **methods** attached to the variable itself. The two following lines are completely equivalent:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 124,
+   "id": "b5af952f-2058-4b1e-a220-6dd357c7d8be",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1568"
+      ]
+     },
+     "execution_count": 124,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.max(cropped)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 125,
+   "id": "79f6da14-0814-474f-b847-7b28cfc1c5d9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1568"
+      ]
+     },
+     "execution_count": 125,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped.max()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2fe4e3e7-62d8-44c4-8885-5c46c694b4a8",
+   "metadata": {},
+   "source": [
+    "### Operations between arrays\n",
+    "\n",
+    "Above we have only seen operations that use a *single* array and that either modified the array or calculated some statistic. But we can also **combine** arrays in different ways, for example we can add two arrays. Again the operation happens **element-wise** and because of this we have to ensure that the two arrays have the **same dimensions**. If they don't Numpy doesn't know what to do with pixels that don't have an equivalent in the other array.\n",
+    "\n",
+    "As we are studying image processing, let's simulate noise in our image. We will take our ```cropped``` and add to it some noise (this is commonly done to test algorithms in degraded conditions). Let's use again Poisson noise. Now we need to make sure that we create a noise-image that has the correct dimensions. Those are:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 126,
+   "id": "f6d01fd5-ecba-43c0-a44a-e96476e1b8ad",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(130, 200)"
+      ]
+     },
+     "execution_count": 126,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped.shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5e776371-9170-4eb2-82b0-0a39f8cb8090",
+   "metadata": {},
+   "source": [
+    "Now we can use that shape when creating the noise-array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 135,
+   "id": "981b2218-acd0-4fde-9e64-1abce8979f7c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "noise_image = np.random.poisson(lam=3, size=cropped.shape)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e23299e0-0eb8-4401-8d81-5f70b6a58247",
+   "metadata": {},
+   "source": [
+    "Now we simply add the ```cropped``` image and the ```noise_image```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "id": "81ad0132-c73f-4d7b-9e1c-a00b17f4df12",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "corrupted = cropped + 100*noise_image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 139,
+   "id": "1facf38a-4dcc-42ff-8c39-ee28909bdb7d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(cropped, cmap='gray');"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 140,
+   "id": "89128272-d85a-46fe-95fd-9772fe4152c4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(corrupted, cmap='gray');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "df03af96-daba-4899-a7d7-1f1af74111d6",
+   "metadata": {},
+   "source": [
+    "You can essentially use all common mathematical operations with arrays of same size."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eff9cf61-9324-4122-bb0e-38499e1206ac",
+   "metadata": {},
+   "source": [
+    "## Logical operations and indexing\n",
+    "\n",
+    "The last important topic concerns logical operations such as $a > 3$. In basic Python we can use these kind of statements:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "id": "4bc0cce9-a6b2-4da5-ac79-6ff79147a192",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 65,
+   "id": "87536a1c-6f7c-47ac-83e6-2513b334cbb1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 65,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a > 3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "id": "58b14d03-656c-4789-b4d9-c2f7b8c60915",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 66,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a < 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c277cba7-7967-4cd8-9947-e6df1c94df9f",
+   "metadata": {},
+   "source": [
+    "We see that the output tells us that the inequality is ```False``` or ```True```. We can actually assign this output to a variable and check its type:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "id": "9aba5d48-54f6-4dba-8b1d-50a12e566517",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "False"
+      ]
+     },
+     "execution_count": 68,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "out = a > 3\n",
+    "out"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "id": "db3ef8ea-587c-4b9a-b39a-e70289589f20",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "bool"
+      ]
+     },
+     "execution_count": 69,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(out)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d04cfd19-0492-4829-bef5-cbfdf75fd595",
+   "metadata": {},
+   "source": [
+    "We see that we get a **boolean** variable. Boolean menas that this is a variable that can only take on two values: True or False (or 1 and 0). Now we can do the same thing with Numpy arrays:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 141,
+   "id": "166fece7-f144-44bf-864b-c20e05725af4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[375, 352, 370, ..., 470, 452, 469],\n",
+       "       [372, 368, 365, ..., 462, 458, 472],\n",
+       "       [381, 370, 359, ..., 478, 461, 480],\n",
+       "       ...,\n",
+       "       [349, 365, 346, ..., 287, 285, 290],\n",
+       "       [333, 349, 340, ..., 288, 276, 275],\n",
+       "       [355, 351, 337, ..., 282, 274, 267]], dtype=uint16)"
+      ]
+     },
+     "execution_count": 141,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 152,
+   "id": "4efcee30-9fc2-436a-b44a-ec0df6344eaf",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[False, False, False, ...,  True,  True,  True],\n",
+       "       [False, False, False, ...,  True,  True,  True],\n",
+       "       [False, False, False, ...,  True,  True,  True],\n",
+       "       ...,\n",
+       "       [False, False, False, ..., False, False, False],\n",
+       "       [False, False, False, ..., False, False, False],\n",
+       "       [False, False, False, ..., False, False, False]])"
+      ]
+     },
+     "execution_count": 152,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped > 450"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3e3bf679-ba5c-45b8-b9b9-2da179d7a2aa",
+   "metadata": {},
+   "source": [
+    "We see that the output is again a Numpy array and that it is filled with ```True``` and ```False``` values: we have a **boolean array**. Again the comparison here was done **element wise**: each pixel was compared to the value 500 and the result stored in a new array. As with a simple number we can now save this **boolean array** as a variable:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 154,
+   "id": "5bd958e7-08c0-474e-b352-8e55f0a49ed1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "array_bool = cropped > 450"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "38b780af-4cab-4551-82df-004da3fbeec1",
+   "metadata": {},
+   "source": [
+    "As we are working with an image, what we have just done here is essentially **thresholding**: we created a binary image where pixels say ```True``` above the intensity threshold and ```False``` otherwise. We can actually plot the result:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 155,
+   "id": "99be3418-ec59-44bb-b703-42e88dd02472",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1647060a0>"
+      ]
+     },
+     "execution_count": 155,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(array_bool, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 156,
+   "id": "a7232c6a-803c-4b17-8ecb-0fd9e0c236e6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(cropped, cmap='gray');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "847411e2-18ff-4571-93c9-d56097333645",
+   "metadata": {},
+   "source": [
+    "One very important operation that we can use now is to combine the image with the boolean array **to extract only the ```True``` values** from the image. You can imagine of using the logical array as a mask, superposing it onto the image and extracting only the pixel that are visible through the white regions. The drawing below explains this concept:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 159,
+   "id": "0ed91d53-e5f1-4514-91e4-253f8ecb4dac",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<img src=\"https://github.com/guiwitz/ISDAwPython_day2/raw/master/images/logical_indexing.jpeg\" width=\"700\"/>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "execution_count": 159,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from IPython.display import Image\n",
+    "Image(url='https://github.com/guiwitz/ISDAwPython_day2/raw/master/images/logical_indexing.jpeg',width=700)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c3463076-ccf1-49a6-81bb-1664e7194688",
+   "metadata": {},
+   "source": [
+    "This operation is performed by passing the boolean array (the indexing one) to the image in square parentheses:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 160,
+   "id": "8579e13e-19c0-42c3-b315-dfd0520d6bd1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([468, 466, 465, ..., 496, 488, 472], dtype=uint16)"
+      ]
+     },
+     "execution_count": 160,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cropped[array_bool]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7e754a78-4171-4ec2-a805-a7932eed0954",
+   "metadata": {},
+   "source": [
+    "As you can see, the output is just 1D array, a list of numbers. Imagine that you want to estimate the average fluorescent intensity in those structures. This is exactly how we would proceed:\n",
+    "1. Find the objects of interest. Here we did it by (bad) manual thresholding\n",
+    "2. Find which pixels belong to these objects. This is done here using the above **logical indexing** ```cropped[array_bool]```\n",
+    "3. Finally compute the average of those values. This can simply be achieved by taking the ```mean``` of the above array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 158,
+   "id": "a87bd2e4-f614-4258-9732-4fb7bbd2125a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "658.8238455632335"
+      ]
+     },
+     "execution_count": 158,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "extracted_pixels = cropped[array_bool]\n",
+    "extracted_pixels.mean()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/03-Modules.ipynb b/03-Modules.ipynb
deleted file mode 100644
index 59819db0122a244934297881d965e9adfe4a84f3..0000000000000000000000000000000000000000
--- a/03-Modules.ipynb
+++ /dev/null
@@ -1,1306 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "tKn6ST4py2fr"
-   },
-   "source": [
-    "# 3. Modules and packages"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ufzkEdGXy2f1"
-   },
-   "source": [
-    "Sometimes, one needs more than the built-in functions and structures. Just like plugins in Fiji, one can use extensions of Python called modules. Also sometimes several modules are combined into a so-called packages. These extensions provide for example the ability to look for files in folder, use specific mathematical operations, create new data structures such as 2D images etc..."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "9m4xF9WXy2f2"
-   },
-   "source": [
-    "## 3.1 Built-in modules"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "prd-8Ehmy2f2"
-   },
-   "source": [
-    "Python comes directly with a large list of built-in modules designed for various tasks that you can find [here](https://docs.python.org/3/py-modindex.html). To illustrate how this works, we are going to look at one of those called math which provides mathematical functions.\n",
-    "\n",
-    "To load a module we simply write:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1402,
-     "status": "ok",
-     "timestamp": 1616246630861,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Uzys6fqDy2f2"
-   },
-   "outputs": [],
-   "source": [
-    "import math"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "aEUiJI_Ky2f3"
-   },
-   "source": [
-    "To learn about the functioning of the module we can read the documentation [online](https://docs.python.org/3/library/os.html#module-os).\n",
-    "\n",
-    "All the function of module are called using the same kind of syntax as methods: math.function()\n",
-    "Reading the documentation we see that for example that we have these two functions:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 2033,
-     "status": "ok",
-     "timestamp": 1616246631576,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "rWssqxBgy2f4",
-    "outputId": "2a6c356c-5717-4fc3-fd6e-43dc2d430d45"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on built-in function radians in module math:\n",
-      "\n",
-      "radians(x, /)\n",
-      "    Convert angle x from degrees to radians.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(math.radians)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 2020,
-     "status": "ok",
-     "timestamp": 1616246631577,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "fItVFgQty2f6",
-    "outputId": "a5a5a99c-8cd3-4336-f033-5aba8fcbad26"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on built-in function cos in module math:\n",
-      "\n",
-      "cos(x, /)\n",
-      "    Return the cosine of x (measured in radians).\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(math.cos)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "XNGc9db0y2f7"
-   },
-   "source": [
-    "Let's first convert a given angle into radians:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 2878,
-     "status": "ok",
-     "timestamp": 1616246632451,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "3vsT5_Woy2f8",
-    "outputId": "3791dd0a-a2ff-4830-e586-66f7e969ed24"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1.5707963267948966\n"
-     ]
-    }
-   ],
-   "source": [
-    "angle = math.radians(90)\n",
-    "print(angle)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "lgw888kvy2f8"
-   },
-   "source": [
-    "And let's calculate the cosine of this:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 2867,
-     "status": "ok",
-     "timestamp": 1616246632452,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "EC6caJ9Yy2f9",
-    "outputId": "c5985dd0-d9b2-4b7a-e03e-aa985d184eca"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "6.123233995736766e-17"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "math.cos(angle)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "mQaIvm_Ey2f-"
-   },
-   "source": [
-    "We get a tiny number. Because of the limited precision, the value is not exactly 0."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "xEWYWZ5Hy2f-"
-   },
-   "source": [
-    "## 3.2 External modules"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "tZVP5rdBy2f_"
-   },
-   "source": [
-    "The modules offered by Python are still limited in scope, and often one needs to use modules written by external projects. Most of the time, such modules are hosted on services that makes their installation very simple. If you use the Anaconda interface you can do it interactively. Otherwise you can use the pip or conda commands. For example, a small project called tifffile allows one to read most microscopy images. To install it one would use the following command in a command line tool: pip install tifffile\n",
-    "\n",
-    "Luckily one can also install modules directly in Jupyter by using the same command prefaced with the ! sign:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7863,
-     "status": "ok",
-     "timestamp": 1616246637508,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "PblSg1sJy2f_",
-    "outputId": "3fac85c1-243d-4d04-be0f-f9160742e513"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Requirement already satisfied: tifffile in /usr/local/lib/python3.7/dist-packages (2021.3.17)\n",
-      "Requirement already satisfied: numpy>=1.15.1 in /usr/local/lib/python3.7/dist-packages (from tifffile) (1.19.5)\n"
-     ]
-    }
-   ],
-   "source": [
-    "!pip install tifffile"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "1US8sKCly2gA"
-   },
-   "source": [
-    "For this course, we are going to use three important packages widely used by the scientific community: Numpy to handle images, Matplotlib to plot images, and Pandas to handle tabular data and statistics. They are pre-installed on the computer hosting this notebook, and are also already installed through the Anaconda distribution. Just like the tifffile module, you can install those using conda or pip.\n",
-    "\n",
-    "Let's start by briefly seeing how to import Numpy. We will learn about it's usage in the next chapter."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 7866,
-     "status": "ok",
-     "timestamp": 1616246637514,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "qHd-ZgS4y2gA"
-   },
-   "outputs": [],
-   "source": [
-    "import numpy"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "jafrguOFy2gA"
-   },
-   "source": [
-    "Just like before we can acces directly to numpy functions e.g. the numpy.mean() function which calculates the mean of a list:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7847,
-     "status": "ok",
-     "timestamp": 1616246637515,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "sxsZ4Nkjy2gB",
-    "outputId": "69e40140-b5a2-44f5-84c6-15cfce7f2af7"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "4.8"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "numpy.mean([2,6,3,8,5])"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "0LwK_aX3y2gB"
-   },
-   "source": [
-    "Some functions with related natures are sometimes grouped into submodules. Those can still be accessed using the same \"dot\" logic as functions. For example all functions that allow one to create random numbers of different types are grouped in the random [submodule](https://docs.scipy.org/doc/numpy/reference/routines.random.html). To acces the function creating a normally distributed number, one then uses:  "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7668,
-     "status": "ok",
-     "timestamp": 1616246637516,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "NtwXDVNzy2gC",
-    "outputId": "2c124f6d-1b1f-4f82-c107-bd969e0e293e"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-0.5566789754784522"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "numpy.random.normal()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "9AQTQfx_y2gC"
-   },
-   "source": [
-    "As for built-in functions, we have acces to a help notice that gives us information on the function:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7629,
-     "status": "ok",
-     "timestamp": 1616246637517,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "VwBy857Xy2gC",
-    "outputId": "0fd6e5bf-c2bb-45d0-9566-39e3eceff380"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on built-in function normal:\n",
-      "\n",
-      "normal(...) method of numpy.random.mtrand.RandomState instance\n",
-      "    normal(loc=0.0, scale=1.0, size=None)\n",
-      "    \n",
-      "    Draw random samples from a normal (Gaussian) distribution.\n",
-      "    \n",
-      "    The probability density function of the normal distribution, first\n",
-      "    derived by De Moivre and 200 years later by both Gauss and Laplace\n",
-      "    independently [2]_, is often called the bell curve because of\n",
-      "    its characteristic shape (see the example below).\n",
-      "    \n",
-      "    The normal distributions occurs often in nature.  For example, it\n",
-      "    describes the commonly occurring distribution of samples influenced\n",
-      "    by a large number of tiny, random disturbances, each with its own\n",
-      "    unique distribution [2]_.\n",
-      "    \n",
-      "    .. note::\n",
-      "        New code should use the ``normal`` method of a ``default_rng()``\n",
-      "        instance instead; please see the :ref:`random-quick-start`.\n",
-      "    \n",
-      "    Parameters\n",
-      "    ----------\n",
-      "    loc : float or array_like of floats\n",
-      "        Mean (\"centre\") of the distribution.\n",
-      "    scale : float or array_like of floats\n",
-      "        Standard deviation (spread or \"width\") of the distribution. Must be\n",
-      "        non-negative.\n",
-      "    size : int or tuple of ints, optional\n",
-      "        Output shape.  If the given shape is, e.g., ``(m, n, k)``, then\n",
-      "        ``m * n * k`` samples are drawn.  If size is ``None`` (default),\n",
-      "        a single value is returned if ``loc`` and ``scale`` are both scalars.\n",
-      "        Otherwise, ``np.broadcast(loc, scale).size`` samples are drawn.\n",
-      "    \n",
-      "    Returns\n",
-      "    -------\n",
-      "    out : ndarray or scalar\n",
-      "        Drawn samples from the parameterized normal distribution.\n",
-      "    \n",
-      "    See Also\n",
-      "    --------\n",
-      "    scipy.stats.norm : probability density function, distribution or\n",
-      "        cumulative density function, etc.\n",
-      "    Generator.normal: which should be used for new code.\n",
-      "    \n",
-      "    Notes\n",
-      "    -----\n",
-      "    The probability density for the Gaussian distribution is\n",
-      "    \n",
-      "    .. math:: p(x) = \\frac{1}{\\sqrt{ 2 \\pi \\sigma^2 }}\n",
-      "                     e^{ - \\frac{ (x - \\mu)^2 } {2 \\sigma^2} },\n",
-      "    \n",
-      "    where :math:`\\mu` is the mean and :math:`\\sigma` the standard\n",
-      "    deviation. The square of the standard deviation, :math:`\\sigma^2`,\n",
-      "    is called the variance.\n",
-      "    \n",
-      "    The function has its peak at the mean, and its \"spread\" increases with\n",
-      "    the standard deviation (the function reaches 0.607 times its maximum at\n",
-      "    :math:`x + \\sigma` and :math:`x - \\sigma` [2]_).  This implies that\n",
-      "    normal is more likely to return samples lying close to the mean, rather\n",
-      "    than those far away.\n",
-      "    \n",
-      "    References\n",
-      "    ----------\n",
-      "    .. [1] Wikipedia, \"Normal distribution\",\n",
-      "           https://en.wikipedia.org/wiki/Normal_distribution\n",
-      "    .. [2] P. R. Peebles Jr., \"Central Limit Theorem\" in \"Probability,\n",
-      "           Random Variables and Random Signal Principles\", 4th ed., 2001,\n",
-      "           pp. 51, 51, 125.\n",
-      "    \n",
-      "    Examples\n",
-      "    --------\n",
-      "    Draw samples from the distribution:\n",
-      "    \n",
-      "    >>> mu, sigma = 0, 0.1 # mean and standard deviation\n",
-      "    >>> s = np.random.normal(mu, sigma, 1000)\n",
-      "    \n",
-      "    Verify the mean and the variance:\n",
-      "    \n",
-      "    >>> abs(mu - np.mean(s))\n",
-      "    0.0  # may vary\n",
-      "    \n",
-      "    >>> abs(sigma - np.std(s, ddof=1))\n",
-      "    0.1  # may vary\n",
-      "    \n",
-      "    Display the histogram of the samples, along with\n",
-      "    the probability density function:\n",
-      "    \n",
-      "    >>> import matplotlib.pyplot as plt\n",
-      "    >>> count, bins, ignored = plt.hist(s, 30, density=True)\n",
-      "    >>> plt.plot(bins, 1/(sigma * np.sqrt(2 * np.pi)) *\n",
-      "    ...                np.exp( - (bins - mu)**2 / (2 * sigma**2) ),\n",
-      "    ...          linewidth=2, color='r')\n",
-      "    >>> plt.show()\n",
-      "    \n",
-      "    Two-by-four array of samples from N(3, 6.25):\n",
-      "    \n",
-      "    >>> np.random.normal(3, 2.5, size=(2, 4))\n",
-      "    array([[-4.49401501,  4.00950034, -1.81814867,  7.29718677],   # random\n",
-      "           [ 0.39924804,  4.68456316,  4.99394529,  4.84057254]])  # random\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(numpy.random.normal)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7524,
-     "status": "ok",
-     "timestamp": 1616246637552,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "4Hnkr3m3y2gC",
-    "outputId": "9c0e1fce-7769-4a1d-a758-4858f1cde616"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([ 0.50406593,  0.29610798, -0.88094354, -0.5185875 ,  0.19699757,\n",
-       "        0.33567039,  0.07869453,  0.86004121, -1.07340361, -0.38678433])"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "numpy.random.normal(0,1,10)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "EF76htc1y2gD"
-   },
-   "source": [
-    "## 3.3 Other ways to load modules"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "T-y2P9Hny2gD"
-   },
-   "source": [
-    "Typing numpy.random.normal() every time we need that function can quickly become tedious. There are two was to abbreviate that long expression.\n",
-    "\n",
-    "First we can shorten the name of the module that we import using:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 7543,
-     "status": "ok",
-     "timestamp": 1616246637574,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "XIuujknUy2gD"
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "LwhG1Sffy2gD"
-   },
-   "source": [
-    "Then np just replaces numpy in all the above expression e.g.:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7531,
-     "status": "ok",
-     "timestamp": 1616246637575,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "gmvugCFDy2gE",
-    "outputId": "5eee5dda-897f-4cd4-f8c7-6bb5c8deab81"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "0.12385012463975492"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.random.normal()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "87cLA_pPy2gE"
-   },
-   "source": [
-    "If we know that we are going to use a specific function a lot, and it has a very specific name, that will help us remember where it comes from, we can also just import that function using:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 7530,
-     "status": "ok",
-     "timestamp": 1616246637576,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "7X7HW9kay2gE"
-   },
-   "outputs": [],
-   "source": [
-    "from numpy.random import normal"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "4qQjQy9Ly2gE"
-   },
-   "source": [
-    "This allows us to now use this very short version:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7511,
-     "status": "ok",
-     "timestamp": 1616246637576,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "BlfLnW6xy2gE",
-    "outputId": "22d653a6-e3be-4c10-fd78-6aa4b59561ec"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-0.13852936881534955"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "normal()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "NUM0ewTty2gF"
-   },
-   "source": [
-    "## 3.4 Function arguments"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "1i2RHzafy2gF"
-   },
-   "source": [
-    "Until now, we have mostly seen relatively simple built-in functions, which take one argument e.g:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7496,
-     "status": "ok",
-     "timestamp": 1616246637577,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "m7uOwR5_y2gF",
-    "outputId": "1a7b95bd-447f-4653-988b-1f4bc94acddf"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "9"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mystring = 'my string'\n",
-    "len('my string')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "TM8dpdX0y2gF"
-   },
-   "source": [
-    "where mystring is the argument.\n",
-    "\n",
-    "However when using modules, we will very often see functions that require multiple arguments. We have in fact just seen one when reading the help for the ```normal()``` functions:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7367,
-     "status": "ok",
-     "timestamp": 1616246637577,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "foimaJQFy2gG",
-    "outputId": "0e2d8045-df5e-4750-cf05-2ee2716f0290"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on built-in function normal:\n",
-      "\n",
-      "normal(...) method of numpy.random.mtrand.RandomState instance\n",
-      "    normal(loc=0.0, scale=1.0, size=None)\n",
-      "    \n",
-      "    Draw random samples from a normal (Gaussian) distribution.\n",
-      "    \n",
-      "    The probability density function of the normal distribution, first\n",
-      "    derived by De Moivre and 200 years later by both Gauss and Laplace\n",
-      "    independently [2]_, is often called the bell curve because of\n",
-      "    its characteristic shape (see the example below).\n",
-      "    \n",
-      "    The normal distributions occurs often in nature.  For example, it\n",
-      "    describes the commonly occurring distribution of samples influenced\n",
-      "    by a large number of tiny, random disturbances, each with its own\n",
-      "    unique distribution [2]_.\n",
-      "    \n",
-      "    .. note::\n",
-      "        New code should use the ``normal`` method of a ``default_rng()``\n",
-      "        instance instead; please see the :ref:`random-quick-start`.\n",
-      "    \n",
-      "    Parameters\n",
-      "    ----------\n",
-      "    loc : float or array_like of floats\n",
-      "        Mean (\"centre\") of the distribution.\n",
-      "    scale : float or array_like of floats\n",
-      "        Standard deviation (spread or \"width\") of the distribution. Must be\n",
-      "        non-negative.\n",
-      "    size : int or tuple of ints, optional\n",
-      "        Output shape.  If the given shape is, e.g., ``(m, n, k)``, then\n",
-      "        ``m * n * k`` samples are drawn.  If size is ``None`` (default),\n",
-      "        a single value is returned if ``loc`` and ``scale`` are both scalars.\n",
-      "        Otherwise, ``np.broadcast(loc, scale).size`` samples are drawn.\n",
-      "    \n",
-      "    Returns\n",
-      "    -------\n",
-      "    out : ndarray or scalar\n",
-      "        Drawn samples from the parameterized normal distribution.\n",
-      "    \n",
-      "    See Also\n",
-      "    --------\n",
-      "    scipy.stats.norm : probability density function, distribution or\n",
-      "        cumulative density function, etc.\n",
-      "    Generator.normal: which should be used for new code.\n",
-      "    \n",
-      "    Notes\n",
-      "    -----\n",
-      "    The probability density for the Gaussian distribution is\n",
-      "    \n",
-      "    .. math:: p(x) = \\frac{1}{\\sqrt{ 2 \\pi \\sigma^2 }}\n",
-      "                     e^{ - \\frac{ (x - \\mu)^2 } {2 \\sigma^2} },\n",
-      "    \n",
-      "    where :math:`\\mu` is the mean and :math:`\\sigma` the standard\n",
-      "    deviation. The square of the standard deviation, :math:`\\sigma^2`,\n",
-      "    is called the variance.\n",
-      "    \n",
-      "    The function has its peak at the mean, and its \"spread\" increases with\n",
-      "    the standard deviation (the function reaches 0.607 times its maximum at\n",
-      "    :math:`x + \\sigma` and :math:`x - \\sigma` [2]_).  This implies that\n",
-      "    normal is more likely to return samples lying close to the mean, rather\n",
-      "    than those far away.\n",
-      "    \n",
-      "    References\n",
-      "    ----------\n",
-      "    .. [1] Wikipedia, \"Normal distribution\",\n",
-      "           https://en.wikipedia.org/wiki/Normal_distribution\n",
-      "    .. [2] P. R. Peebles Jr., \"Central Limit Theorem\" in \"Probability,\n",
-      "           Random Variables and Random Signal Principles\", 4th ed., 2001,\n",
-      "           pp. 51, 51, 125.\n",
-      "    \n",
-      "    Examples\n",
-      "    --------\n",
-      "    Draw samples from the distribution:\n",
-      "    \n",
-      "    >>> mu, sigma = 0, 0.1 # mean and standard deviation\n",
-      "    >>> s = np.random.normal(mu, sigma, 1000)\n",
-      "    \n",
-      "    Verify the mean and the variance:\n",
-      "    \n",
-      "    >>> abs(mu - np.mean(s))\n",
-      "    0.0  # may vary\n",
-      "    \n",
-      "    >>> abs(sigma - np.std(s, ddof=1))\n",
-      "    0.1  # may vary\n",
-      "    \n",
-      "    Display the histogram of the samples, along with\n",
-      "    the probability density function:\n",
-      "    \n",
-      "    >>> import matplotlib.pyplot as plt\n",
-      "    >>> count, bins, ignored = plt.hist(s, 30, density=True)\n",
-      "    >>> plt.plot(bins, 1/(sigma * np.sqrt(2 * np.pi)) *\n",
-      "    ...                np.exp( - (bins - mu)**2 / (2 * sigma**2) ),\n",
-      "    ...          linewidth=2, color='r')\n",
-      "    >>> plt.show()\n",
-      "    \n",
-      "    Two-by-four array of samples from N(3, 6.25):\n",
-      "    \n",
-      "    >>> np.random.normal(3, 2.5, size=(2, 4))\n",
-      "    array([[-4.49401501,  4.00950034, -1.81814867,  7.29718677],   # random\n",
-      "           [ 0.39924804,  4.68456316,  4.99394529,  4.84057254]])  # random\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(numpy.random.normal)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "HTs918qQy2gG"
-   },
-   "source": [
-    "The important line here is ```normal(loc=0.0, scale=1.0, size=None)```\n",
-    "It tells us that the ```normal``` function can take **3** arguments: loc, scale and size, which are defined later in the description (mean, standard deviation and number of points). So instead of just calling:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7343,
-     "status": "ok",
-     "timestamp": 1616246637578,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "ZgpFxSTcy2gG",
-    "outputId": "381fc800-b2b3-49ca-f734-3db13cf3c7d7"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "0.34122812460011714"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.random.normal()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "hpkvnStYy2gG"
-   },
-   "source": [
-    "We can specific all these parameters:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7308,
-     "status": "ok",
-     "timestamp": 1616246637578,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "sV-mjZ_Ty2gG",
-    "outputId": "66391f34-2f82-4722-a568-9f85bbb858d0"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([11.02454819, 11.21983725,  9.03822497, 13.02420917,  9.77580614])"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.random.normal(10,2,5)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "8DzOYWOFy2gH"
-   },
-   "source": [
-    "We have now a list of 5 numbers drawn from a Gaussian with mean = 10 and stdv = 2.\n",
-    "\n",
-    "But what did Numpy do before when we didn't give explicit values ? It used the default values (0, 1, None) given in the function description ```normal(loc=0.0, scale=1.0, size=None)```\n",
-    "\n",
-    "Of course we don't have to specify all parameters. We can for example just give the first two mean and stdv:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7213,
-     "status": "ok",
-     "timestamp": 1616246637580,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "AxU_zDzsy2gH",
-    "outputId": "48f48f1c-214e-4096-d0de-884ab961ca94"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "5.128066413562298"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.random.normal(10,2)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ApaEQFBDy2gH"
-   },
-   "source": [
-    "But what if we want to specific just the last parameter ? How does Python know that we want to change ```size``` and not ```loc```? **We have to explicitly say which parameter we consider:**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 7144,
-     "status": "ok",
-     "timestamp": 1616246637580,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "5tkI4-LDy2gI",
-    "outputId": "345ab65a-8840-4334-e93f-6aa3c352523f"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([ 0.85597915, -0.01665838, -1.13271585,  2.60168937,  2.24012871,\n",
-       "       -0.53033131,  2.14877652, -0.92734151,  3.41539342,  0.02031953])"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.random.normal(size = 10)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "L6map45zy2gI"
-   },
-   "source": [
-    "The parameters of functions do not necessarily have default values. For example if we call the ```cos()``` function without parameters we get an error:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 164
-    },
-    "executionInfo": {
-     "elapsed": 7120,
-     "status": "error",
-     "timestamp": 1616246637584,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "qTy-EvG-y2gI",
-    "outputId": "5c364af7-6f30-418a-c48d-cc2690f0a31d"
-   },
-   "outputs": [
-    {
-     "ename": "ValueError",
-     "evalue": "ignored",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-22-3180c8891008>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcos\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m: invalid number of arguments"
-     ]
-    }
-   ],
-   "source": [
-    "np.cos()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "tEredybdy2gI"
-   },
-   "source": [
-    "**The general rule is: parameters that do not have default values come FIRST when one calls the function. Any optional parameter follows. If parameters are used in their original order, no need to specify which one is meant, otherwise they HAVE TO BE SPECIFIED**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 7112,
-     "status": "aborted",
-     "timestamp": 1616246637582,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "1ou2c1Wxy2gJ"
-   },
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "03-Modules.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/07-Images.ipynb b/03-More_on_images.ipynb
similarity index 60%
rename from 07-Images.ipynb
rename to 03-More_on_images.ipynb
index 11ecb34a185c3c97d8de3ec26e999c70b5bbb644..5b5f93a6474f2dd35ef3bbc9944495933501e75d 100644
--- a/07-Images.ipynb
+++ b/03-More_on_images.ipynb
@@ -2,327 +2,287 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "8zMd3kp63K6k"
-   },
+   "id": "e0478c8e-299f-40dd-a42e-ec07d627b238",
+   "metadata": {},
    "source": [
-    "# 7. Images"
+    "# 3. More on images\n",
+    "\n",
+    "In the previous chapter we have seen how images can be imported in Python as Numpy arrays and what kind of operations we can do with these arrays. Here we give more information on some technical aspects of working with images."
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "hJhRpJSg3K6p"
-   },
+   "id": "3b8a351e-7583-40d9-bf41-624e8b902533",
+   "metadata": {},
    "source": [
-    "We have now seen all the basic elements of Python, as well as a way to \"store\" images with Numpy, and can finally look at one. To import an image with a standard format (tif, jpg, png etc.) as a Numpy array we are using another package, called scikit-image and abbreviated as skimage.\n",
-    "\n",
-    "skimage will be the backbone providing all image processing functions that we are going to use in this course. It covers all basic image processing operations as well as provides a vast number of more advances algorithm.\n",
+    "## Displaying images\n",
     "\n",
-    "Let's import Numpy and Scikit-image:"
+    "There are several libraries that allow you to display images. Here we mainly use Matplotlib which you can use for other purposes and which is also used as basis for other libraries. Until now we have learned to import the library:"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 1,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1749,
-     "status": "ok",
-     "timestamp": 1616247695242,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "NtuwdjIN3K6q"
-   },
+   "id": "3f3bd161-0b8c-4da8-9f5e-16b207f16476",
+   "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
-    "import skimage\n",
-    "import skimage.io"
+    "import matplotlib.pyplot as plt"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "vROyl1IA3K6q"
-   },
+   "id": "0d86f3cd-1f21-433f-97a2-d5dc0aa90be6",
+   "metadata": {},
    "source": [
-    "## 7.1 Importing"
+    "And we have seen how we can display an image with ```imshow```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "75319b8d-493b-423c-a345-0c9a85e67775",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPUAAAD4CAYAAAA0L6C7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAAMj0lEQVR4nO3df6zV9X3H8deLe7koIEqx1siPgmutWrdFc+MUl66Rzumsmmxtip2N8x/2R7VoSFvdlpn+1zWuqVlJO+aPNNOUrMiyprHoEm2T1Y31Co4Ct3YMLCBYcLWC4Lw/eO+Pe5sw4HK/nPv5+L33necjMeHec3nfd67nyfecc7/3ex0RApDHtLYXAFAWUQPJEDWQDFEDyRA1kEx3jaFds2dF97y5xeeetW+g+ExJ+t/3zSg+s/vt4iMlScd66syt5dILflFl7o5dFxSf6beOFp8pSe4p/z/t7cFDGhg+6lPdViXq7nlzdeFfrCw+97IHXyk+U5L+a+VvFJ85b0udbxUeXjS1Hlw999m/qTL3j+68u/jM6T/8z+IzJWna+xcVn/lvP//W2J+v+GcD0CqiBpIhaiAZogaSIWogGaIGkmkUte0bbb9se4ft+2svBaBz40Ztu0vSakk3Sbpc0u22L6+9GIDONDlSXy1pR0TsjIgBSWsl3VZ3LQCdahL1fEl7jnt77+j7/h/bK2z32e4bfutIqf0AnKEmUZ/q/NKTzoGMiDUR0RsRvV2zZ018MwAdaRL1XkkLj3t7gaR9ddYBMFFNov6xpA/aXmK7R9JySd+tuxaATo37U1oRMWT7bknPSOqS9FhEbKu+GYCONPrRy4h4WtLTlXcBUABnlAHJEDWQDFEDyRA1kAxRA8lUufBgzxvSknXDxefG0TqX6Fzw3GDxmR/9ygvFZ0rSE9//vSpz//6Tf1dl7u8+vKrK3FmrDhSfOWPmVcVnStJZvyh/v41Xu8a8jSM1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZBMlauJeviYen71TvG5MTBQfKYk7bmh/Jfh35fOLT5Tkr65ZU2VuX/9x8urzP3yuseqzL33qbuKzzx/9km/dr2Is+/7ZfmhfzY05k0cqYFkiBpIhqiBZIgaSIaogWSIGkiGqIFkxo3a9kLbz9vut73N9sp3YzEAnWly1sWQpFURscn2OZJetP0vEbG98m4AOjDukToi9kfEptE/H5bUL2l+7cUAdOaMnlPbXizpSkkbT3HbCtt9tvsGh44WWg/AmWocte3Zkp6SdG9EHDrx9ohYExG9EdE7vXtmyR0BnIFGUduerpGgn4yI9XVXAjARTV79tqRHJfVHxFfrrwRgIpocqa+T9BlJ19t+afS/P6y8F4AOjfstrYj4V0l+F3YBUABnlAHJEDWQDFEDyRA1kIwjyl9s7dye98XSC28vPjfOnlF8piS99eHzi8/cu6zOa4seqjN30RX7q8zd9x8XVZk7b0v5++0/fOWh4jMlabjC68yfuPl1bd0ycMrBHKmBZIgaSIaogWSIGkiGqIFkiBpIhqiBZIgaSIaogWSIGkiGqIFkiBpIhqiBZIgaSIaogWSIGkiGqIFkiBpIhqiBZIgaSIaogWTG/bU7nTj3krd143e2Fp979FhP8ZmS9M0XPlp85q5b1hSfKUk33bC8ytxdfzWnytxpp77g5YSd+3T5+9enZn+++ExJ+tIDjxef+U68MeZtHKmBZIgaSIaogWSIGkiGqIFkiBpIhqiBZBpHbbvL9mbb36u5EICJOZMj9UpJ/bUWAVBGo6htL5B0s6RH6q4DYKKaHqm/JukLko6N9QG2V9jus9331i8HS+wGoAPjRm3745IORMSLp/u4iFgTEb0R0Tv7PdOLLQjgzDQ5Ul8n6Vbbr0haK+l6209U3QpAx8aNOiIeiIgFEbFY0nJJz0XEHdU3A9ARvk8NJHNGP08dET+Q9IMqmwAogiM1kAxRA8kQNZAMUQPJEDWQTJWrib6xZ47+6b7fLz73zcV1zlS7bO224jN/84JPF58pSRdt3V5l7i0fqHPVz+efvabK3G9t31B85tJ//HDxmZJ0zzN3Fp+5/9DDY97GkRpIhqiBZIgaSIaogWSIGkiGqIFkiBpIhqiBZIgaSIaogWSIGkiGqIFkiBpIhqiBZIgaSIaogWSIGkiGqIFkiBpIhqiBZIgaSKbK1UQH5oV23zlcfO60PZWuJrqh/L9tP3thTvGZknTgny+tMnfb8sEqcz+9/pkqc//gy58vPvOJVX9bfKYkff/wbxWf+ejsw2PexpEaSIaogWSIGkiGqIFkiBpIhqiBZIgaSKZR1LbPs73O9k9t99u+tvZiADrT9OSThyVtiIhP2O6RNLPiTgAmYNyobc+R9BFJfypJETEgaaDuWgA61eTh98WSDkp63PZm24/YnnXiB9leYbvPdt/w4SPFFwXQTJOouyVdJekbEXGlpCOS7j/xgyJiTUT0RkRv1zknNQ/gXdIk6r2S9kbExtG312kkcgCT0LhRR8RrkvbY/tDou5ZJ2l51KwAda/rq9z2Snhx95XunpLvqrQRgIhpFHREvSeqtuwqAEjijDEiGqIFkiBpIhqiBZIgaSKbK1UQV1rEhFx/73i1RfKYk/az/suIzP7DlUPGZknTw6rlV5r598VCVua8Pzq4yt/to+fvC7T9cUXymJGm4fAv/c6RvzNs4UgPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQTJULD844ELrk64PF575yy4ziMyXp+ps2F5/53/dcUnymJK3+4terzP3SrX9SZe7aH11bZe45c8pfzO+Lv7Oh+ExJenN4ZvGZq2cdHvM2jtRAMkQNJEPUQDJEDSRD1EAyRA0kQ9RAMo2itn2f7W22t9r+tu2zai8GoDPjRm17vqTPSeqNiCskdUlaXnsxAJ1p+vC7W9LZtrslzZS0r95KACZi3Kgj4lVJD0naLWm/pDcj4tkTP872Ctt9tvsGh46U3xRAI00efs+VdJukJZIukjTL9h0nflxErImI3ojond49q/ymABpp8vD7Y5J2RcTBiBiUtF7S0rprAehUk6h3S7rG9kzblrRMUn/dtQB0qslz6o2S1knaJOkno39nTeW9AHSo0c9TR8SDkh6svAuAAjijDEiGqIFkiBpIhqiBZIgaSMYRUXzooivmxKrvXF187stHLyw+U5L6Di4sPvPIOz3FZ0rS8Kbzqsydua/8/UCSLrjj51XmvrFmUfGZr91Q/gq4kjRt+rHiM/f95Wq9s/PVU15SlSM1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZAMUQPJEDWQDFEDyRA1kAxRA8kQNZBMlauJ2j4oqcllJM+X9HrxBeqZSvtOpV2lqbXvZNj1/RHx3lPdUCXqpmz3RURvawucoam071TaVZpa+072XXn4DSRD1EAybUc91X55/VTadyrtKk2tfSf1rq0+pwZQXttHagCFETWQTGtR277R9su2d9i+v609xmN7oe3nbffb3mZ7Zds7NWG7y/Zm299re5fTsX2e7XW2fzr6Nb627Z1Ox/Z9o/eDrba/bfustnc6UStR2+6StFrSTZIul3S77cvb2KWBIUmrIuIySddI+uwk3vV4KyX1t71EAw9L2hARl0r6bU3inW3Pl/Q5Sb0RcYWkLknL293qZG0dqa+WtCMidkbEgKS1km5raZfTioj9EbFp9M+HNXKnm9/uVqdne4GkmyU90vYup2N7jqSPSHpUkiJiICJ+1epS4+uWdLbtbkkzJe1reZ+TtBX1fEl7jnt7ryZ5KJJke7GkKyVtbHmV8XxN0hcklf9t52VdLOmgpMdHnyo8YntW20uNJSJelfSQpN2S9kt6MyKebXerk7UVtU/xvkn9vTXbsyU9JeneiDjU9j5jsf1xSQci4sW2d2mgW9JVkr4REVdKOiJpMr++MlcjjyiXSLpI0izbd7S71cnainqvpIXHvb1Ak/BhzK/Znq6RoJ+MiPVt7zOO6yTdavsVjTytud72E+2uNKa9kvZGxK8f+azTSOST1cck7YqIgxExKGm9pKUt73SStqL+saQP2l5iu0cjLzZ8t6VdTsu2NfKcrz8ivtr2PuOJiAciYkFELNbI1/W5iJh0RxNJiojXJO2x/aHRdy2TtL3FlcazW9I1tmeO3i+WaRK+sNfdxieNiCHbd0t6RiOvID4WEdva2KWB6yR9RtJPbL80+r4/j4in21splXskPTn6j/tOSXe1vM+YImKj7XWSNmnkuyKbNQlPGeU0USAZzigDkiFqIBmiBpIhaiAZogaSIWogGaIGkvk/dGfOP4F66NkAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "plt.imshow(np.random.randint(0,255,(10,10)));"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "mU_uzv1p3K6r"
-   },
+   "id": "f5ef9807-2012-4f3c-9c4d-11c95ea29159",
+   "metadata": {},
    "source": [
-    "All import/export functions are grouped in the skimage.io submodule.\n",
-    "\n",
-    "Most of the time the simplest command ```imread()``` will do the job. One has just to specifiy the path of the file or a url. In general your path is going to look something like:\n",
-    "```\n",
-    "image = io.imread('/Users/yourname/Desktop/MyData/Klee.jpg')\n",
-    "image = io.imread('http://whatevermysiteis.ch/image.tif')\n",
-    "```"
+    "The above way of creating a figure is a sort of shortcut. The \"correct\" way of creating a figure that you should use if you want more control over it is:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 3667,
-     "status": "ok",
-     "timestamp": 1616248694430,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
+   "execution_count": 6,
+   "id": "53d8f997-15d7-48a9-ae08-5b9234fc33f2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
      },
-     "user_tz": -60
-    },
-    "id": "nqucDifL3K6r"
-   },
-   "outputs": [],
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "image = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13901/13901.tif')\n",
-    "#image = skimage.io.imread('../Data/yeast.tif')"
+    "fig, ax = plt.subplots()"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "yshwB2Xx3K6r"
-   },
+   "id": "c464245e-2213-436a-9749-e7e57a7aa35e",
+   "metadata": {},
    "source": [
-    "We can see that we are dealing with an array of numbers representing pixels:"
+    "As you can see, the above commmand ```plt.subplots()``` creates an empty figure and returns two variables ```fig``` and ```ax```. ```fig``` is the *entire figure* which potentially could contain multiple parts. The ```ax``` variable represents the plot itself. Now instead of using ```plt.imshow``` we can use ```ax.imshow``` and finely control the rendering:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 2967,
-     "status": "ok",
-     "timestamp": 1616248822328,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "QtlY1Be33K6r",
-    "outputId": "a08defd4-509e-4c66-ba5b-14bbbf40d909"
-   },
+   "execution_count": 10,
+   "id": "f6f652cf-f9ff-4287-802f-5c592b4933d2",
+   "metadata": {},
    "outputs": [
     {
      "data": {
+      "image/png": "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\n",
       "text/plain": [
-       "array([[219, 225, 220, ..., 256, 258, 272],\n",
-       "       [218, 211, 217, ..., 270, 268, 278],\n",
-       "       [217, 217, 214, ..., 263, 268, 262],\n",
-       "       ...,\n",
-       "       [337, 343, 321, ..., 266, 287, 285],\n",
-       "       [320, 323, 339, ..., 268, 295, 281],\n",
-       "       [329, 353, 335, ..., 276, 281, 291]], dtype=uint16)"
+       "<Figure size 360x360 with 1 Axes>"
       ]
      },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "image"
+    "fig, ax = plt.subplots(figsize=(5,5))\n",
+    "ax.imshow(np.random.randint(0,255,(10,10)));\n",
+    "ax.set_xlabel('my label');"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "rZu1X68e3K6s"
-   },
+   "id": "808cf359-c710-4f81-9284-50e5dca0f94c",
+   "metadata": {},
+   "source": [
+    "Above we have used:\n",
+    "- an optional parameter ```figsize``` with which we can set the size of the figure\n",
+    "- added an axis label using the ```set_xlabel``` method on ```ax```\n",
+    "\n",
+    "You can decide on the formatting of your plots in the tiniest detail with Matplotlib. In this course, we don't explore all these possibilities but if you are interested you can find more information in this other online course: https://guiwitz.github.io/DAVPy/Readme.html. The only thing that we will use is sometimes the ```figsize``` option to adjust the figure size."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a764f25f-28ad-40a9-84db-0db12a170aee",
+   "metadata": {},
    "source": [
-    "Let's verify that the image is indeed a Numpy array:"
+    "## Multi-dimensional images\n",
+    "\n",
+    "When learning about images as arrays, we used an image that was imported as a 2D array:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 1893,
-     "status": "ok",
-     "timestamp": 1616248825384,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Z2DBk90G3K6t",
-    "outputId": "751b779d-da26-4924-d7fa-6491493bafb2"
-   },
+   "execution_count": 15,
+   "id": "144147c9-c675-4366-a5d2-218b61860c71",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import skimage.io\n",
+    "image = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13901/13901.tif')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "7b7a3291-0aec-44ff-b41a-c5d596c0ef6c",
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "numpy.ndarray"
+       "(1024, 1360)"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "type(image)"
+    "image.shape"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "q-gO4vMv3K6t"
-   },
+   "id": "345a83ce-452e-4493-a0ca-2a105b2f2fe1",
+   "metadata": {},
    "source": [
-    "We can also check the image size:"
+    "However, very often in microscopy we are using multi-dimensional images: time-lapses, multi-channel, volumes etc. In those cases the imported arrays are not 2 but N-dimensional. Let's for example import the following image:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 841,
-     "status": "ok",
-     "timestamp": 1616248827083,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "AO_hOwVT3K6t",
-    "outputId": "6ca46fdb-dac2-4160-d4c6-fd1416739a8c"
-   },
+   "execution_count": 17,
+   "id": "cf33fdc9-bc6b-449a-925d-a03c06758fe7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image_rgb = skimage.io.imread('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "4d0ebc6c-2bb3-4fc7-a2e5-6a3ac3dbba02",
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "(1024, 1360)"
+       "(2048, 2048, 3)"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "image.shape"
+    "image_rgb.shape"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "a7QosLfd3K6u"
-   },
+   "id": "f15cc242-98fe-48ad-8389-8effce0a4558",
+   "metadata": {},
    "source": [
-    "So we have an image of 1024x1344 pixels."
+    "The shape of this image has now three values: rows, columns and an additional one. Here this last channel corresponds the multiple channels. We can plot the image to confirm this:"
    ]
   },
   {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "KJI1IL_z3K6u"
-   },
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "247d472f-83d3-4599-aab9-6cd957a1bd23",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "## 7.2 Showing the image"
+    "fig, ax = plt.subplots(figsize=(10,10))\n",
+    "ax.imshow(image_rgb);"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "cBQ0G9y73K6u"
-   },
+   "id": "79796848-0b7d-43ad-a50a-d9a91f2b4a9e",
+   "metadata": {},
    "source": [
-    "To show the image we are going to use yet another package called Matplotlib. That package has offers very extensive plotting capabilities, allowing one to make a wide range of different plots and to adjust their rendering down to smallest details.\n",
+    "### Splitting channels\n",
     "\n",
-    "We are only going to use a tiny fraction of those capabilities and in particular we are going to use the ```imshow()``` function from the pyplot module extensively to render images."
+    "When using other software such as ImageJ a very common first step in a processing pipeline is to split the image into separate channels so that they can be processed individually. There is no \"splitting function\" here, but since we are dealing with an array, we can simply **slice** the array and select only one of the channels. If we want the first channel we need:\n",
+    "- all rows of the first dimension: ```:```\n",
+    "- all columns of the second dimension: ```:```\n",
+    "- the first channel of the third dimension: ```0```"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 32930,
-     "status": "ok",
-     "timestamp": 1616248865545,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "fshLT1_53K6u"
-   },
+   "execution_count": 10,
+   "id": "d9dc4cde-57e6-47d2-8a67-1b0d173fe698",
+   "metadata": {},
    "outputs": [],
    "source": [
-    "import matplotlib.pyplot as plt"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "m3eT2Uav3K6v"
-   },
-   "source": [
-    "Rendering occurs in two steps: first one defines everything belonging in the image. It can be an image, a list of coordinates to plot, a second image to show in transparency etc.. and once this is done one calls the ```show()``` function to \"finish\" the image (the ```show()``` command is not strictly necessary in a notebook). "
+    "image_channel1 = image_rgb[:, : , 0]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 269
-    },
-    "executionInfo": {
-     "elapsed": 1501,
-     "status": "ok",
-     "timestamp": 1616248988271,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "uMCFPs_G3K6v",
-    "outputId": "7e668778-7a7b-4d2f-a6b7-09974557c0fa"
-   },
+   "execution_count": 13,
+   "id": "7b88fbec-d414-482c-a5c4-4a12ba735f7c",
+   "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -334,48 +294,52 @@
     }
    ],
    "source": [
-    "plt.imshow(image);"
+    "plt.imshow(image_channel1);"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "t1f9Lbxi3K6v"
-   },
+   "id": "136e8b8f-6e94-4eca-8042-f62adeba936c",
+   "metadata": {},
    "source": [
-    "We are mainly going to to two adjustments: changing the color map, i.e. the color scale used to render pixels values, and the image size. \n",
-    "\n",
-    "To change the color map we use an additional argument for ```imshow()``` called cmap. For the size, we are going to use an additional command to first create a figure of the appropriate size:"
+    "And we can repeat this for all channels:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 472
-    },
-    "executionInfo": {
-     "elapsed": 2016,
-     "status": "ok",
-     "timestamp": 1616248992401,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
+   "execution_count": 14,
+   "id": "346c69fd-4a69-4df8-a833-b376c3a2f677",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
      },
-     "user_tz": -60
-    },
-    "id": "SmgKrR1n3K6v",
-    "outputId": "302a0578-f6ce-42be-d5c7-1e957184c4a5"
-   },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "image_channel2 = image_rgb[:, : , 1]\n",
+    "plt.imshow(image_channel2);"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "02375185-5b93-4d45-a758-a577f375b6b0",
+   "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -385,64 +349,122 @@
     }
    ],
    "source": [
-    "plt.subplots(figsize = (10,10))\n",
-    "plt.imshow(image, cmap = 'gray');"
+    "image_channel3 = image_rgb[:, : , 2]\n",
+    "plt.imshow(image_channel3);"
    ]
   },
   {
    "cell_type": "markdown",
+   "id": "9cc8157b-62a4-4830-86bb-b9d3449fd007",
    "metadata": {},
    "source": [
-    "Note that if you are dealing with a 3D image with three planes in the last dimension, Matplotlib will most of the time assume that you have an RGB image (like most natural images) and display it accordingly. For example the images from our main dataset have been acquired at three different wavelengths in fluorescence microscopy:"
+    "It can be that you will work with even higher-dimensional images. For example if you have a volume acquired in multiple channels you will have four dimensions: rows, columns, planes, channels.\n",
+    "\n",
+    "If the standard scikit-image importer is not sufficient because you are working with an unrecognized format we recommend to have a look at the [AICSImageIO](https://allencellmodeling.github.io/aicsimageio/) package. It is not as straightforward to use as the simple ```imread``` but more powerful."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1c5b5dd2-4d22-41f4-a326-dfb623331a8d",
+   "metadata": {},
+   "source": [
+    "## Image histogram\n",
+    "\n",
+    "Another very common task is to look at the distribution of pixel intensities in the form of a histogram, i.e. count how many times each pixel value (or range) appears in an image and display it a a bar. This allows to get a quick estimate of the intensities present in an image and to check for problems like saturation.\n",
+    "\n",
+    "We have already seen that we could use Matplotlib's ```imshow``` function to display an image. Now we look at a second plotting function from that library which generates such a histogram ```plt.hist()```. We want to compute the histogram on **all pixels** and for that we cannot use our 2D image as input. We first need to **flatten** the image into one long series of number. This can be done with the ```ravel()``` method of the array:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 24,
+   "id": "9b1f3f37-d8cf-46a6-b433-2dc7c0deb857",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(2048, 2048)"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "#image_stack = skimage.io.imread('images/46658_784_B12_1.tif')\n",
-    "image_rgb = skimage.io.imread('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
+    "image_channel1.shape"
    ]
   },
   {
    "cell_type": "markdown",
+   "id": "43f1cebe-daab-45d6-af21-c8d034e53ec3",
    "metadata": {},
    "source": [
-    "If we check the image dimensions, it has indeed three dimensions with three planes in the last one:"
+    "The expected length of the unfolded image is:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 27,
+   "id": "284dcc9c-8e46-454f-bf7d-b1b14107f137",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "(2048, 2048, 3)"
+       "4194304"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "image_rgb.shape"
+    "2048 * 2048"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 28,
+   "id": "903e6f19-a77c-49d6-8962-6d2c0faf253d",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
+       "(4194304,)"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image_channel1.ravel().shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "03680b8a-ec00-457a-8a27-78615d287e28",
+   "metadata": {},
+   "source": [
+    "Now we can pass this unfolded version of the image to the histogram function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "8fb497a2-2772-4334-a11b-f2c99405c824",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -452,303 +474,193 @@
     }
    ],
    "source": [
-    "plt.subplots(figsize = (10,10))\n",
-    "plt.imshow(image_rgb);"
+    "plt.hist(image_channel1.ravel());"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "SadI-IAI3K6w"
-   },
+   "id": "a0d524dc-0f4c-4ade-b0cb-b4f35f7293a6",
+   "metadata": {},
    "source": [
-    "## 7.3 Image type"
+    "Here we see that we have a lot of background pixels (large bin at low values) but we luckily don't observe saturation, which would appear as one large bin on the right."
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "kgEyJ2wo3K6w"
-   },
+   "id": "1cddca3e-116a-44d5-ab86-df4eaada5bdf",
+   "metadata": {},
    "source": [
-    "We have discussed previously the concept of type of a variable, dealing with integers, floats etc...\n",
-    "\n",
-    "When working with images, we usually deal with pixels that have integer values. However, unlike in standard Python, for arrays we have some more details on what kind of integer we are dealing with.\n",
+    "## Image types\n",
     "\n",
-    "The type of the array can be seen when displaying the array:"
+    "In the above historgram we see that our maximum value is around 250, actually it is:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 533,
-     "status": "ok",
-     "timestamp": 1616249053440,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "S3p25A6_8s18",
-    "outputId": "a03dbf8e-d817-405c-dd0e-cc603b0ed3ec"
-   },
+   "execution_count": 30,
+   "id": "5141dcde-1288-4a96-97a3-69e08c1beffd",
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "array([[219, 225, 220, ..., 256, 258, 272],\n",
-       "       [218, 211, 217, ..., 270, 268, 278],\n",
-       "       [217, 217, 214, ..., 263, 268, 262],\n",
-       "       ...,\n",
-       "       [337, 343, 321, ..., 266, 287, 285],\n",
-       "       [320, 323, 339, ..., 268, 295, 281],\n",
-       "       [329, 353, 335, ..., 276, 281, 291]], dtype=uint16)"
+       "255"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "image"
+    "image_channel1.max()"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "44qJMXTF3K6w"
-   },
+   "id": "ccabba74-eebc-4c32-9b91-29c7aa67fdda",
+   "metadata": {},
    "source": [
-    "We see that we have an **unsigned integer 16 bit**. What does that mean ? The pixels can take any values that one can make using 16 bits (16 times a choice between 0 and 1) i.e. $2^{16} = 65536$ values, which Python means 0-65535. Usually an image has either 8 or 16 bit format. For 8 bit there are $2^{8}$ possible combinations of 0s and 1s and the possible values go from 0 to 255."
+    "Has this number any meaning? Let's look at what type of numbers we have inside the array:"
    ]
   },
   {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "PqlynlwK3K6w"
-   },
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "bcc944d0-9f35-4623-9e3f-f4e12742d302",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dtype('uint8')"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "Of course, the rules that we defined for integers are also valide here. For example if we multiply the array by a float, the array becomes a float:"
+    "image_channel1.dtype"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 519,
-     "status": "ok",
-     "timestamp": 1616249060120,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "a5VTNRI73K6x"
-   },
-   "outputs": [],
+   "cell_type": "markdown",
+   "id": "2d6de2d5-0927-4ffd-8f88-8c16fd5b9866",
+   "metadata": {},
    "source": [
-    "new_image = 1.5*image"
+    "The above output indicates that we have an unsigned 8-bit integer image. This means that the pixels can take all possible values between 0 and $2^8 = 256$ (not included). This is the reason why the maximum possible value in our array is 255.\n",
+    "\n",
+    "We have to be somewhat careful with this. Let's look at a small portion of the image by cropping it:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 352,
-     "status": "ok",
-     "timestamp": 1616249060365,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "aGhB8i4O3K6x",
-    "outputId": "664d02df-51dc-4925-909c-ba2674f64568"
-   },
+   "execution_count": 32,
+   "id": "010917e8-b5b2-45a4-8028-30d39e10d739",
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "dtype('float64')"
+       "array([[13, 15, 22],\n",
+       "       [22, 29, 36],\n",
+       "       [14, 22, 25]], dtype=uint8)"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "new_image.dtype"
+    "image_channel1[0:3, 0:3]"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "sRolyp7w3K6x"
-   },
+   "id": "5676b62c-2d58-4560-8ebf-012f35a4da2d",
+   "metadata": {},
    "source": [
-    "If we know that for example a function needs an image with a specific type as input, we can also decide to explicitly \"type\" it:"
+    "Now let us do some operation: we want to remove an estimated background that we here arbitrarily set at 10. We now have to subtract this value from each pixel in the image, so we do:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 469,
-     "status": "ok",
-     "timestamp": 1616249070494,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "F3Vi9qzS3K6x",
-    "outputId": "ff6f8309-7da0-41d7-8a36-af7f6424b0bf"
-   },
+   "execution_count": 33,
+   "id": "ff33f520-d5f0-4338-b0ee-29b10b6d7044",
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "dtype('<u2')"
+       "array([[ 3,  5, 12],\n",
+       "       [12, 19, 26],\n",
+       "       [ 4, 12, 15]], dtype=uint8)"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 33,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "image.dtype"
+    "image_channel1[0:3, 0:3] - 10"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 503,
-     "status": "ok",
-     "timestamp": 1616249071468,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hKkVd-Q93K6x"
-   },
-   "outputs": [],
+   "cell_type": "markdown",
+   "id": "97ee4c97-df88-481f-afaf-f4c2ba3ba7d7",
+   "metadata": {},
    "source": [
-    "image2 = image.astype(float)"
+    "All is fine, the value 10 has been subtracted from each pixel. Now let's imagine that the background has been estimated to 30:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 362,
-     "status": "ok",
-     "timestamp": 1616249072225,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Dcu9J4vC3K6y",
-    "outputId": "37959825-28fc-4970-ea45-2285d685faa5"
-   },
+   "execution_count": 38,
+   "id": "e1e46636-156a-415e-93a2-ba5290791822",
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "dtype('float64')"
+       "array([[239, 241, 248],\n",
+       "       [248, 255,   6],\n",
+       "       [240, 248, 251]], dtype=uint8)"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "image2.dtype"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "niwRT5SD3K6y"
-   },
-   "source": [
-    "## 7.4 Image histogram"
+    "image_channel1[0:3, 0:3] - 30"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "M4pm5Zwn3K6y"
-   },
+   "id": "c4a97996-7567-46f2-876d-76b6322f702a",
+   "metadata": {},
    "source": [
-    "An important information of an image is what is the distribution of intensities of its pixels. The simplest way to look represent this is with an histogram, which we can generate again with Matplotlib and its ```hist()``` function.\n",
+    "Something strange happened: for example the original value 36 has indeed become 6, but the value 13 has become 239 ?!\n",
+    "\n",
+    "The type of our array is 8 bit. This means that it can **only** take values between 0-255. So when we compute 13-30, we **cannot obtain a negative value**. What happens is that instead we subtract first 13, reach the value 0, and then essentially end-up at the other end of the possible range of values which which is 255 and then remove additionally 17 and end-up with the value 239.\n",
     "\n",
-    "An important point is that we want to have a histogram of **all** pixels. As an image is organized in rows and columns, we have first to *flatten* it in order to create one long list of *unorganized* pixels using the Numpy ```ravel()``` function."
+    "We can see the strange result of such an operation by plotting:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 265
-    },
-    "executionInfo": {
-     "elapsed": 709,
-     "status": "ok",
-     "timestamp": 1616249075584,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "oxT2gI5u3K6y",
-    "outputId": "b7b87436-2094-4f1f-e83e-5f3f69825d9b"
-   },
+   "execution_count": 40,
+   "id": "936d5ce2-cd6a-4fa9-a6e1-f6d4ec581e8d",
+   "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -760,80 +672,81 @@
     }
    ],
    "source": [
-    "plt.hist(np.ravel(image))\n",
-    "plt.show()"
+    "plt.imshow(image_channel1-30);"
    ]
   },
   {
    "cell_type": "markdown",
-   "metadata": {
-    "id": "TvtQftlN3K6z"
-   },
+   "id": "63eedb97-4462-4501-b83f-6e3f5d18620c",
+   "metadata": {},
    "source": [
-    "If we need some more details (smaller bins) we can explicitly give bins:"
+    "What can we do to fix this problem ? We have to change the type of our image so that it can accomodate this mathematical operation. For example we can turn it into a float image. For this we use the ```astype``` function:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 265
-    },
-    "executionInfo": {
-     "elapsed": 704,
-     "status": "ok",
-     "timestamp": 1616249079849,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "INANvWNq3K6z",
-    "outputId": "82c4b1a1-bdd6-483e-81f2-502598b80bb6"
-   },
+   "execution_count": 42,
+   "id": "a31ee208-0b71-486a-b5fe-8b48a362a288",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "image_channel1_float = image_channel1.astype(np.float16)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "932e8cdb-c495-448d-8954-0169d12f03f8",
+   "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "array([[13., 15., 22.],\n",
+       "       [22., 29., 36.],\n",
+       "       [14., 22., 25.]], dtype=float16)"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "plt.hist(np.ravel(image), bins = np.arange(0,4500,100))\n",
-    "plt.show()"
+    "image_channel1_float[0:3, 0:3]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "le9Dsbm088TM"
-   },
-   "outputs": [],
-   "source": []
+   "execution_count": 46,
+   "id": "bbb134a3-6802-4181-9d3f-e16cfc85734b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[-17., -15.,  -8.],\n",
+       "       [ -8.,  -1.,   6.],\n",
+       "       [-16.,  -8.,  -5.]], dtype=float16)"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "image_channel1_float[0:3, 0:3] - 30"
+   ]
   }
  ],
  "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "07-Images.ipynb",
-   "provenance": []
-  },
   "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -845,22 +758,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
+   "version": "3.9.10"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 4
+ "nbformat_minor": 5
 }
diff --git a/09-Thresholding.ipynb b/04-Thresholding.ipynb
similarity index 99%
rename from 09-Thresholding.ipynb
rename to 04-Thresholding.ipynb
index 824f938d35ed62b7f9fbc3d37a328b7f793c0c3e..f0c33f861864df04bea479c5130dc2377e5db8a1 100644
--- a/09-Thresholding.ipynb
+++ b/04-Thresholding.ipynb
@@ -6,7 +6,7 @@
     "id": "7PAvAsqN-NrB"
    },
    "source": [
-    "# 9. Thresholding"
+    "# 4. Thresholding"
    ]
   },
   {
@@ -15,12 +15,12 @@
     "id": "9PTt8_kF-NrZ"
    },
    "source": [
-    "A very standard operation in image processing is to try to identify objects in an image using their intensity. For that one sets a threshold above which pixels are considered significant and one can analyze that output."
+    "When performing logical operations of the type ```image > value``` we have seen that this allowed us to perform **thresholding**, one the basic image processing methods to identify objects in an image. Here we come back to this topic and show how we can automated the threshold selection, combine masks etc."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 3,
    "metadata": {
     "id": "6RGriTpF-Nra"
    },
@@ -38,7 +38,7 @@
     "id": "panthEHj-Nra"
    },
    "source": [
-    "## 9.1 Importing the image"
+    "## Importing the image"
    ]
   },
   {
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 4,
    "metadata": {
     "id": "HMKPVrNv-Nrb"
    },
@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 5,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -90,7 +90,7 @@
        "(2048, 2048, 3)"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -101,7 +101,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 6,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -124,7 +124,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "metadata": {
     "id": "jpEt5Zx3-Nrd"
    },
@@ -162,7 +162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -185,7 +185,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -221,7 +221,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -244,7 +244,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -382,7 +382,7 @@
     "id": "rqCXPFlt-Nrg"
    },
    "source": [
-    "## 9.3 Automatic thresholding"
+    "## Automatic thresholding"
    ]
   },
   {
@@ -391,18 +391,20 @@
     "id": "2x_ggA4U-Nrg"
    },
    "source": [
-    "Setting a threshold manually is not ideal for two reasons: 1. your eyes might fool you, and 2. if you have to do this operation on 100s of images you don't want to do it by hand.\n",
+    "Setting a threshold manually is not ideal for two reasons: \n",
+    "1. your eyes might fool you\n",
+    "2. if you have to do this operation on 100s of images you don't want to do it by hand.\n",
     "\n",
     "Several methods have been developed to detect an \"ideal\" threshold based on the pixel histogram. One of the most famous ones is the Otsu method: it sets a threshold by dividing the pixels in two classes and tries to minimize the variance of both classes.\n",
     "\n",
-    "Such classical algorithms are all implemented in Scikit-Image and we can just use them out of the box. All algorithm are grouped in logical groups (filtering, measuring etc.) Often the easiest is just to use Google to find them.\n",
+    "Such classical algorithms are all implemented in scikit-image and we can just use them out of the box. All algorithm are grouped in logical groups (filtering, measuring etc.) Often the easiest is just to use Google to find them.\n",
     "\n",
     "For example the [Otsu algorithm](https://www.google.com/search?q=skimage+otsu&oq=skimage+otsu&aqs=chrome..69i57j69i60j0l4.2268j0j7&sourceid=chrome&ie=UTF-8):"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -436,15 +438,16 @@
       "    \n",
       "    Parameters\n",
       "    ----------\n",
-      "    image : (N, M) ndarray, optional\n",
+      "    image : (N, M[, ..., P]) ndarray, optional\n",
       "        Grayscale input image.\n",
       "    nbins : int, optional\n",
       "        Number of bins used to calculate histogram. This value is ignored for\n",
       "        integer arrays.\n",
       "    hist : array, or 2-tuple of arrays, optional\n",
       "        Histogram from which to determine the threshold, and optionally a\n",
-      "        corresponding array of bin center intensities.\n",
-      "        An alternative use of this function is to pass it only hist.\n",
+      "        corresponding array of bin center intensities. If no hist provided,\n",
+      "        this function will compute it from the image.\n",
+      "    \n",
       "    \n",
       "    Returns\n",
       "    -------\n",
@@ -478,7 +481,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -522,7 +525,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {
     "id": "9cemoTDK-Nrh"
    },
@@ -533,7 +536,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -556,7 +559,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -577,7 +580,7 @@
     "id": "Q5sT4rMb-Nrh"
    },
    "source": [
-    "## 9.4 Combining masks"
+    "## Combining masks"
    ]
   },
   {
@@ -591,7 +594,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {
     "id": "PPENYjrd-Nri"
    },
@@ -602,7 +605,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -625,7 +628,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -643,7 +646,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "metadata": {
     "id": "vqu4l2Ch-Nri"
    },
@@ -654,7 +657,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -677,7 +680,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -699,12 +702,12 @@
     "id": "dw8KVTuv-Nrj"
    },
    "source": [
-    "We can in principle combine masks however we want. For example we can consider pixels that are ON in both mask using ```*```"
+    "We can in principle combine masks however we want. For example we can consider pixels that are ON (```True```) in both masks by multiplying them as only ```True x True = True```"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {
     "executionInfo": {
      "elapsed": 555,
@@ -726,7 +729,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -749,7 +752,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -769,17 +772,17 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "or we can consider pixels that are ON in one OR the other image with a ```+``` operation:"
+    "or we can consider pixels that are ON (```True```) in one **or** the other image by adding them as ```True + False = True```:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -799,17 +802,17 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Finally, Numpy has a series of functions to do such logical operations on masks. For example the OR operation:"
+    "To make things cleaner, instead of just using operators such as ```+``` or ```*``` we can be more explicit and use logical Numpy operations such as ```np.logical_or()```:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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SUrKvMoPBgFqtxtvbm/r6evz8/Jg0aRKTJ0/G398fk8nEihUrOHbsGA0NDVx++eX09fVhNpsxGo0oFAoaGxv57W9/S1ZWFpdeeikvv/wyycnJLFy4kJaWFhobG5k0aRJ2u53PPvuMqVOnMmTIEPR6PS0tLezcuROr1co999yDXq/n1ltv5b333sNoNOLl5YW3tzcNDQ3A2fXk5+cnaiEymQy5XI7T6SQ8PJyhQ4dy8OBB4GydxGAw0N3dLdqqHR0d4ru3t7eza9cu5s+fzyeffCI6HO3t7WzZsoWYmBjMZjMGg0G0tKXvrlQqCQsLw2q1ntMehrObR3R0NEajEafTKdr0A83pdFJWVkZaWhrFxcXifklRRmlpqdgEY2JicDqdmM1msZa/jf3POBC32013d/d/tRt+X+bl5UVsbCxFRUW0tbWxfft2EVZGR0fT3NyMTCbj448/pqKiggkTJvD73/+eKVOmoFarSUlJETtCYGAg/f39BAYGcs8992C328VCzsnJobGxkejoaFJSUnj77bfx8vKitbWVoUOH0trayqJFi9DpdGg0Gh5++GFqamqwWCycOXNG4C6amprEgv8u8t7zmdPpJCYmhtOnz5a0kpKSqKmp4cknnyQzM5OAgAC2bNmC3W5HrVZz2WWXMXToUPr7+2lvb+fAgQNoNBqqqqoICgqivr6enTt3olQqeeGFF5g8eTJPPPEEXV1dyGQyqqurKSoqIj4+npKSEj744AOsViuHDh0CYNy4cbz55pt0dHQQERHBDTfcwL/+9S9xvqGhoeKeSTgd6dqMGzeOgIAAIiMjycvLw8/PD4PBQF9fH3a7nZ07d+JwONBqtYSHh1NeXk51dTUeHh5MmzZtUG1Jq9VSXl6O0WjEZDJRW1tLa2srGo2GYcOGcfz4cZqbm4mJicHLy4vq6mrxXillj42NpaGhgebmZnGuXzSbzUZTU9Oguo2UgkqvVyqVogNYX18vXicVpL+J/U84kJ6eHpqamggKCvrRnIdCoSA8PJypU6fi5eXFe++9R3d3twgtpfBTCm0BmpubaWtrY+/evbz00ktMnz6dUaNGiZtcXV1NYWEhGo2G4uJiwsLCiI+PF7thQEAAvb29NDQ0kJycTGJiIqWlpYSEhJCdnU19fT3l5eW88cYbnDlzhtmzZ7Nw4UIKCwsxGo20tbUxcuRIli5dyvr168nPz6e7u5sDBw585wXorq4uampq8PDwoKenB6fTSUNDA1arFavVysmTJ8W9mzx5MgaDgX/961/ioW1pacFsNhMXF8fhw4fp6uoiNDSU+vp64XSl1umqVatYs2YNEyZMwOl08sYbb/DBBx9gsVgICQlhzJgx7Nq1C5VKhVqtJiAggMbGRrq6usT5NjQ0oFAoCAsLo7GxEbfbTUBAADabDV9fX3bs2IHBYEAulzN37lxWrVolzl+KGidMmIBCoRD3vLi4mIiICFJSUkSd7ujRo9hsNgGEk4rhNpuNnp4e0Rmpq6tDq9UOqou1tLSg1WpJTExk8+bNaLVa0VU5n3V2dp6TkkkWGhqKl5cXlZWVGAwGkarZ7XaRCn0T+8k7ELfbjUajwWQyERERIcLKH9qksO/EiRPU1taKOsIXd3QfHx+xU0m7SXt7O2+99RYbN25k1KhRDB8+nJdeegmz2UxCQgL9/f3U1dWRmJjI1KlTufnmmwkLC2P79u386le/ori4WOTPgYGBxMTE4Ofnx8GDB3n44YdpbDwLpSksLOSVV17BYDCQmZlJYGAgCQkJombkdruZP38+5eXlg+oc35WZzWbS09ORy+UcP34ctVpNREQELS0t4vPkcjnjxo3jvvvuY8qUKaSnp1NdXU1zczOenp60tLRgtVopLS3l7bffJiEhQRR8nU4nnp6evP7669x3332kpaVRVFTEihUrRNfE19dXpFKJiYk0Nzfj5+fHjh07Bp2rFHkYjUbxUCuVSmQyGZmZmdx7772MGzeOtLQ0nE4nM2fOZO3atRgMBoFLmjNnDn/84x8HHXf//v3cdNNN1NfX09PTQ2hoKD09PWLHV6vV9Pf3I5fLxX1LSEjA39+furo6UlNTOX78OE6nk4CAAPr6+li+fDm9vb1f2XqVolc4u+GpVCrhHFQqFbNmzeLDDz8UqVJ0dDQdHR2D0rH/1n7yDkS6uW1tbZw5c4YxY8ag1WpZuXLlt/Kc38Q6Ozu/snotoRHPZ83NzWzYsIH169eL33l5eTF37lxOnTpFdnY2J06coKuri46ODjw9PamqquLqq69myJAh+Pj4MGfOHD777DMSEhIYP348N9xwAytWrKC6uhqXy4XZbMZsNgvn9d5774mugdVq5fjx44Ng3P+tyWQy4SS/mEP39vaSm5uLt7c33t7eWK3WQSE5QFpaGr6+vlgsFkaOHCkWr3Tu3d3dyGQyPDw88PPzw8fHh+7ubtra2qitraW3t5fIyEgCAwOpqqrit7/9LV1dXURFRZGWlkZoaCg5OTn09/czceJEYmJiWL58+TkO09vbG71eT2NjI5mZmZSXl2MymQgNDcVoNDJu3Dj27t3L//3f//HKK6+wZMkS1q9fj5eXF/39/chkMurr688pSEtp1NSpU1m/fj3h4eE0NzdTX1+PXC4nOTmZgoICATmXEKweHh7IZDLRzpWcm91uZ+jQoeKaDTSdTofFYhkUdUjPxMiRIzlz5uyMqlqtJigoiPLycqxWq6jRVFZWEhcX96Vr9qvsJ+9AAPbs2cP69eu57rrr+Ne//sXmzZt/cOfxde2rUoMv/v348eNi0TQ1NTFr1iyWLVtGfn4+xcXF3H777YwePZqNGzcC0NTURHZ2Nnv27GH//v0kJyczc+ZMFAoFxcXFNDY2UlVVJR7ugTMecrmcjo6Ob93BGjhPM9A8PDxETcPT05OkpCRMJhNGoxGHw0FYWBizZs3CbDYzZ84cOjo6MJvNaLVa8XBER0fT09ODv78/H374Id3d3Wi1Wm677TZkMhk6nY6EhAQ2btzIG2+8IXZxg8HAjBkzeOKJJ7BYLPj6+uLt7Y2Hhwe33347tbW1lJWViesfEBAgCqhNTU2oVCpGjx7NwoUL2bp1K3PnzuXYsWPs2LEDhUKBl5cXCQkJVFdX09/fT3x8PDk5Oee93xUVFVx++eVs3rwZl8s1aI5Kp9MBEBsbO8ip2Ww2NBqNGKNobm4W981kMp23TqFWqxkzZgz5+fkibdTr9RgMBhobG7HZbHh6emKz2QgPD2fTpk2D7r3L5aK8vPxbARx/8oRCLpeLbdu2sXLlSv7yl7/Q1NT0vc1vfJXFx8ej0Wj+6/cFBAR86SBdb28vjz/+OH/6058wGAx4enri7e1NcHAw7e3teHt7ExUVhU6nY//+/fz9739HoVBw9dVXk52dTXNzM9u2bcNiseDv749GoznvkJ/L5frWzsPtdp/jhEJCQrjkkksGFfh6enooLCwU4bI0c1JfX09ycjJ5eXmUl5dz+vRpZs+eLVrVycnJXHnllfT09LB//36Cg4NJSkrCz88PX19fNm3axM0338zTTz8tnIdCoWDp0qWiJR4QEMDYsWNJSUnB5XLh7+/PY489xvvvv092djZqtZrq6moRTdrtdvr6+kS7ODs7myFDhrBw4UJGjRrFzTffzOjRo3n88ceZPXs248ePJz4+nubmZlFMHXitPTw8MBgMeHh4UFlZKWonLpdL4DQGFjEl0+l0BAcHD1ovMpmMlpYW0T2STCaT0dPTw4kTJ8R90Wq1jBw5EqfTSWNjI0OHDkWj0aBUKtm2bZuYTxoyZIhApn5b+8lHIGazmcLCQsLCwjAajRiNRpRK5Y8SgSiVSjQaDf39/QIV+XWcmdvtvmD3SC6Xi5C/rKyM119/nbq6OmJjY4mMjCQmJoY5c+bw3HPPsW7dOlasWMHevXtZs2YN27dvZ+zYsVx11VVUVlZy+PBhcVwp9fu+0boBAQFcd911rF+/XkyfSoAr+E+NaPbs2aSmpoo6Q2VlJQkJCXR0dHDo0CHS09MpLi7m6NGjpKSk0NzcTGBgIFdddRWRkZG8++67rFy5krKyMjFZKtm0adMoKCjA6XTy0ksv0dLSwpYtW/j1r3/NyJEjqaioQKlU8uijj5Kenk5cXByNjY00NTXR1NSEp6enKIbm5uaiUCiIiIggJiaGcePGERUVRUNDA2PGjMFisRAeHs6nn34q6nEKhQIPDw8UCgUWi4W+vj7+/ve/093djdVqHYS5kGZpLBYLBoNBtMldLhcdHR0MGTKEw4cPi/ENDw8P5HI5bW1tg667NPnb2dmJTCZj5syZ+Pj4sHLlSjIyMgSC2WQyERUVhUKhoLKyErfbLY4pAfK+zRr5yTuQxsZGPDw8UKvV1NTU0NnZ+YOMxZ/PSkpKxL+1Wi3p6emo1Wry8/MFPPp8D21/fz8zZsxgw4YN5/zN5XKJBZ6WlsbcuXP56KOPaGxspLy8nEOHDtHd3c3vfvc70tPTaWxsRKfTsXfvXpxOJ3V1dTzyyCMEBwdzySWXMHbsWI4fP87BgwdxOp1i9uH7soCAAFauXEldXR2hoaHnOFSTyYRGoyEjI4Pc3FxGjBjB1q1bmTx5MidPnhQ1G51Ox+LFi6mrq2PHjh0MHToUgC1bttDc3MyyZcuwWCwkJCRQX18vHKROpyM6Opr4+Hiqq6vx9/fn9ddf5/Tp09jtdtEuDQwM5MiRI3R2dlJQUIDL5SIgIIDZs2fT0tJCeno6aWlpJCUl4enpSUFBAcHBwbz44os89NBDvPzyy1x66aVoNBoSExO5/fbbcblcfPDBB4J2YNy4cTgcDiorK2lraxNR4MDOnNlsJj4+ntLSUjo6OgbNI2m1Wq688koOHz5MX18fcrkcvV5PZmYmBw4cuGDHxO12s3v3btLT01EoFLS0tBAZGUltbS2+vr6idS5N4fb39ws4wLfdjH/yDkStVvPrX/+aRx99VLSwvi8sw9cxDw8PEcY3NDSgVqu55JJLUCqVrF27lu7u7kHFxZiYGHQ6HRkZGRiNRk6dOnXOQ+ZwODhy5AheXl4kJSWRnJxMX18fGo0Go9EoBvk+++wzpkyZws0334zRaKSjo4NRo0aJmYyYmBiOHTvGggUL2LRpE83NzeTl5bFnz57vBbmr0WiIiIhg9+7dYpz+fJaVlSW6KMuXL8disXD11VezcuVKtFotHh4ehISE8O9//5t3332X4OBgrr32WkwmE2fOnCE9PR2bzYZOp0Ov14tdPTw8nEceeYTi4mI2b96M3W5n27ZtjB07lrKyMnx9fWlra8NqtRIXF4fD4WDbtm1ER0fjcrlISEhg6tSpZGRk0NDQQFdXF59++imxsbH09/fj7e2NVqslISFBFFo7OzvZuXMn2dnZXHLJJfj6+tLQ0EBSUhJtbW2sXLlSnKPT6RRrVWqZut1uRowYQXl5+TlFaIvFQldXF3q9HpvNhsvlorW1ldzcXKZPn87u3btFdCdtogPRq9XV1YSFhREWFiaKqDqdjhEjRnDw4EGysrI4ffo0VVVVYp7o224uP/kaiKenJ2lpaT86eEyy/v5+cdO8vb1ZvHgxKpWKxx9/nA0bNjB+/HhR8JLL5fT09KBWq3n//ffp6OggMjKS0NBQ4uPjxTGjo6PZvHkza9asISYmhjfffJNbbrkFp9PJmDFjeP7553nyySdpbW3l9ddf55133sHhcDBt2jS6u7vx9fVl3759bNmyBS8vLxoaGli9ejV///vfKS8v/1qwZblcTlBQkPj5qwprSqWSuXPnUlJS8pWL0Gg0sm7dOvLz86mpqcFsNtPZ2Ymvry96vZ7bb78drVaLzWbj6NGj+Pn5MW7cOCZNmoTFYuHIkSNoNBox9q5UKpk/fz5vvvkmy5cvZ9WqVRiNRpqbm2loaCA6OpoJEyZw1113cf311zNz5kz27dtHUlISY8aMITw8nKuuuorHH3+cSZMmUVBQwM6dOyktLaW6upqqqiqamprQ6XS8+OKLFBUVodfruffee7nmmmvYtm0bzz33HCaTib6+Purr6xk/fjxNTU2o1WpmzZo1yGGrVCpCQ0NJSEgAzuJ/Bs63SCaRKEnpi2Qmk4ni4mJBI+Dr6yvqXFqtlhkzZgBn606pqank5uby6aefEh0dTW9vL3V1dXR0dFBTU0NXVxf9/f1oNJpzpsW/if3kIxAfHx/y8/O/duH0m7Ynv65J7TeFQkF+fj6HDx/mt7/9LY8++ighISFMnjyZxsZGKioqRKQi5a/ScJRKpRIzE0qlUrzGarWybt06vLy8OHr0KP7+/hw5coTMzEzi4uKoqqoiLCwMPz8/8vPzcbvdgmdjxIgRFBcXs3r1ak6dOsWECRMEqGvEiBGcPn1aDFU5nU4cDscg9i+XyzVoSvWr8mKZTMaGDRu+lmOvr68nPj5eRChWq5WVK1fidDoFRkOr1XLTTTcxduxYvLy8GDNmDOvWrWPatGliwC83NxeXy8WsWbMYNWoUNpuNkydPcv3112M2m1m2bBkTJ05kwoQJqNVqTp48ya5du4iKihJw+YULFwo4/9NPP83ixYupra3FaDSyadMmlEol6enpXHrppVgsFry9vUlPT6epqYmysjLi4+PR6XSYTCZ27tzJ0KFD2bJlCx999BGXXXYZRUVFrF69etAatNvtNDQ0kJWVRXBwMLm5ueL6DrwHABs2bCA6OnoQhwcgWOb6+/sHPQsqlYqysjJxXYuLi4mOjqaiogJvb280Gg0ajYagoCDq6urE3Mx3hQP6QUmVv4kFBQW5//KXv/CrX/1qELnLj20JCQlERkZy8uRJ3nzzTX7/+99z+vRpkbfq9XoRfXR0dIicXa/Xi2o/QG5uLuPHj2fz5s2CE+KOO+5g7dq11NbWkpaWRklJCf7+/mRmZnLkyBGysrKwWq10dHSIcXCdTkdkZCRtbW04nU6WLVvGoUOHCAgIQK1W4+/vz65duzh9+jR9fX3iWkrEOVarFbVaLZzL+daFRAko2X+zdjQaDb6+vnR0dODh4cGkSZNoaGigvb2dvr4+xo0bx9KlS+nt7WXv3r1s3LiR9vZ2bDaboPwLCAhgzJgxyOVycnNzefPNN/n1r3+NUqnEZDKRkZHBnDlzWL9+PU6nk7y8PO68806mTJlCa2srVVVVXHvttRw5coTNmzdjNBoZO3Yshw8f5qmnnqK/v59jx45RWVmJn58fa9eu5bbbbuO6664ToCyr1crdd9/N8ePHCQoKEg6ptLSUe+65h48//pgPPvgAs9l8jnMAGD9+PHK5nIMHDwonM3DqWS6XC76UvLw88T5pfKKgoGDQdZXmryTkq0wmY8qUKQL563K5CA0Npba29ks31m9KafiTdyBxcXHumJgYkWf/GKbVaoX3HziJGxgYSFhYGGlpabhcLvr7+zlx4gRGo5EJEybQ1dVFSUkJFouFoKAg2tvbCQ8P58EHHyQyMpJnnnmGESNGEB4eTm5urpiwlclktLe3YzAY8Pf3p6urC61WK6KVO++8k+HDhzNmzBj8/PzYt2+fwCeEh4cTERHB7373O3x8fAgKCqKyspLq6momT56MTqcjJyeHxMRELrnkEoYNG4ZerxeTxNu2bWPVqlV0dnaK4pufn58YP6+pqfnSgbwvFpEHFumUSiVJSUnI5XJCQ0M5deoUF198sRidX7ZsGcXFxecsdL1ez7x58wgLC2PHjh0iSoiNjcXDw4O6ujoKCwupqqpiyJAhtLW1cdddd9He3s7UqVP56KOPcDgcom6hVCqxWCwihJeQpR4eHqxfv561a9dSVFSEUqkkICCASy+9FJPJxOzZs0lKSuKBBx4gJCQEvV5PU1MTtbW1HD58mOzsbCZPnswrr7xCbGwsp06doqWlZVCaotVq8ff3R6fTXZBvRaPRCMTwmTNnBG+qp6fnoA4X/IcbZeBn6HQ6pk6dyr59+8R9MxgMnDp16oJO5GfrQOLj491Go/FLF+3AtOWL7ctv+/0kar6goCCKi4sHdVu0Wi0hISGo1Wp0Oh2TJ09GqVRSWFgo5lJOnz5NV1eX4CnVarW8+uqrlJWVUVpayowZM7juuuv46KOP0Ol0FBYWotVqaW1t5corr2Tfvn10dnbyyCOPkJKSQltbG6dPn6alpUXQFI4fPx6NRkNzczNyuZx77rmH8vJygoODMRqNPProo+zdu5fhw4ejVCqJjo7Gy8uLw4cPU1VVRXt7O/39/dTX16PX6xk/fjxGo5FJkyYRGxuLQqFg//79vPrqq7S2tn7pNf0imTJwDlpTp9MxZswY/P39KS0tpbGxkfb29nOOGxMTg8vl4u6776avr4/du3fj4+ODQqEgPT2duro6pkyZIgbePDw8mDdvHmVlZeKBGzp0KDabjbCwMAHvHmg2m21QzUqaWzl8+DDNzc2sWLGCwMBALrvsMj744AOuu+46MjIyRMGzv7+fmpoaDh48SGZmJr29vWzatAmj0ciwYcPw8fERXCF9fX24XC6USiXZ2dkUFhai0+mor68/57tL60viXL1QBCHxsX6xDuXr68vcuXMF3mb+/Pns2bPnnNRIsp+tA1EoFO4Lec2BIaLEnyG19ry9vWlra/tOqA8HzkpII/Xe3t4Cajxu3Dguv/xyYmJi2LlzJ3q9nujoaC699FLCwsLE4mhsbMRgMKBQKAaxkm/bto3169dz5MgRcfyRI0ei1WqZOXMmf/vb39BoNIwbN464uDg8PT3ZuHEjDoeDG2+8kddee23Q+5YvX05GRgYlJSXExcXx29/+lt///vecPHkSHx8fIiMjufrqq/nXv/7F9u3bCQkJwWw2i+JaUlKSaGtWVVWxe/dumpubaW1t/dIOmE6nG5RmhoaG0tXV9V+nnjKZDC8vL6ZOncrEiRPZt28fO3fupLe3l+HDh3P11Vdz8cUX09fXJyKvkSNHsnXrVqqrq1Gr1SxcuFBwpnZ0dHDgwAF27drFww8/LIrFUpR1+vRpfH19BTm2VKeCs4XJFStWEBwczOnTp8nKyqK/v5+hQ4dSVVUlRghWrlwp6jNms5mPPvqIyy+/nK1btzJhwgSGDBlCdXU1eXl5okDr4eGB2WwmMTGR3NxcOjo6BK5DgvOPGDHiS8nDfX19MZvN53UuoaGhpKenU1lZSWtrK+np6Zw4ceK8z8TP1oHIZLKvdYKSAxnYOvsuLDQ0lLFjxxIeHi6Gj+bNm0dycrIYquvt7eX1119Hr9fj4eHBzJkz8fb2xs/Pj2HDhgnHJllPT88gekOn04nRaBQSBtIUaWFhIcHBwfT09HDPPfdQVFTE4sWL6ezsZN++fTQ3N/P6668LPojnn38ejUbDJZdcwh//+Ed6enrQ6/XU1NRw/fXXo1arSU9P57777sPPz4/33nuP48ePc9ddd/Hee+9RUVFBd3c3tbW1WK3WrxW9SU514AL28vISbcz/tqAtl8uJiorC09OTSy+9lJaWFj744ANUKpUA8kVERPDvf/8bOEsbkJ+fT29vL++88w7Dhw9n4cKFxMTEiGve3NzM448/Ljo7iYmJuFwuqqur8fX15f777+eKK65g3rx5OBwO3n//fa699tpB3ZC6ujr+7//+j8OHDzNx4kTmzp1LaWkpYWFh3HnnncydO5fhw4cTEhKCy+XiwIEDNDQ0MHPmTCZOnMjhw4c5duwYx48fp6OjA39/f9EBMhqNWK1WARzs6emhqKiImpoaDAYDNTU1eHp6ikL6QD4QtVpNdna26PgplUq8vb2pra0VA5oSraREDi51dDo7O0Xq84M7EJlMFgm8D4QALuANt9v9D5lM9hRwByB9y0c/pzFEJpM9AtwGOIF73G73lnMOfO7n/OgeTq/Xk5CQwOOPPy5Qo8ePH2fChAmEh4djNBqpr68nPDxcoC0lG6gJcyEOVKfTSWVlJVFRUeeFynd3d7Nx40a6urrYsGEDKpWKW2+9VYypr1ixArfbTUREBNOmTWPSpEmoVCpsNhutra2cPHkSmUzGxIkTBYfoa6+9xujRo2loaODEiRPs2rWL7u7ub5zyDYwGJbTuV1EHDjQJOTlkyBDuvfdeVCoVmZmZ/PWvf6WtrY3ExERCQkKQy+X4+PiwZMkS+vv7sdlsfPzxx7z//vtoNBr++Mc/Mm7cuEHHttvt5ObmotVqyczMHPQ3t9tNeXk5oaGheHp64nK5BJnTwHvlcrkoKCjg0UcfpaioCLVazfLly9m0aRNPPfUUer2eK6+8kttvv53Kyko8PT1pbm7myJEj7N+/H19fX1JSUpDJZJw6dQo4iykaNWqUYIsLCAigq6tLtOitViv33XcfRqNRAOViYmJoamoapB+j0+nExikxr4WGhooJ39GjR1NYWEhdXZ24fhI1gNTR+TEcSCgQ6na782QymReQC1wOLAR63G73X77w+jRgOWfV6cKA7UCS2+3+0nDhfA7k+2jV6vV6ZDIZCQkJXHXVVdTX19Pe3i6Kl8nJyVxyySXEx8ejVCqprq6moqKCZcuWAbBgwQJSUlJITk4GEBOb1dXV+Pj4oFar6e3txel0Chbtjo4OwsLC8Pf3JyQkBKVSiYeHBw6HQ0gK9Pb2EhAQIMSU1q1bx549ewgNDeWWW27hhRdeYNq0aZSXlxMREcH8+fMFG7hWq6W7uxuLxcLhw4dJTU0VJD7Lly9n69atrFmzBrvd/o24TyWKgG9rCoVCQKsXLlyIwWCgvb2dvLw8+vr6iImJwdPTE5PJxPDhw7nzzjvRarUcOHCA1157jREjRrB7924ef/xx5s+f/6VIZenaR0dHD3IQA527VLSUxhVkMpngub3vvvtYt24dcXFx3HLLLUyfPp2bb76Z+Ph4EhMTKSsrE5iRnTt3otVqqa2t5dChQ5SVlREREcGSJUvIzs5GpVKxZcsWduzYQW1tLZ6ennh6enL48GFuvfVW6urqiIqKYsSIEXh7e/POO+8IKgZPT0/0ev0gaokLWVpaGunp6XzyyScXvF8/egojk8nWAS8D2ZzfgTwC4Ha7//T5z1uAp9xu96GvOO73HoEolUr8/f1xuVzExcUxdOhQrrjiCjIyMsSO2t7eTlJSEm63e1CEIUGOB5Liwlnwz+nTp1Gr1QQHB7Njxw7i4uKIiYkRPKk2m43Nmzfj7e1NSkoKKpWKkJAQnE6n0PuwWq0C/VpcXMy2bdvIyMgQk6EST0RzczNhYWEkJiYSGRmJy+XC09MTuVxOdXU1R44c4dJLL+XQoUNi0R05cgSn00lRURGFhYXS9b7gIvtiu1GKrgIDA1Gr1ZjNZiEOdT4HLx1bLpejUqkwGAyiZSxR7KnVaqZOnUpzczMlJSVotVoiIyMZOXIkJpMJrVbL5MmTBSxdCu2dTicPPPAAfX19BAcHi+G8gY7B7XazevVqXn75ZdatWyeGycrLy+nu7mbo0KGoVCpaW1sxm82C8EeiAXS5XOTk5HDDDTdw5ZVXsmPHDh599FGKi4ux2+0sWrSIgwcPUlhYSFdXF9deey1r167FYrGwaNEigoKCCAwMxNPTE39/fw4ePIjNZqOmpobAwEAOHTqEVqtFp9ORlJQEnE2h7XY7u3btEl2j7u5uMVns5eWFn58fO3fuFLMuOp2OsLAwIiMj0Wg0BAYGYrPZWLt27QVrgj+qA5HJZDHAXmAocD9wM2AGjgMPuN1uk0wmexk47Ha7P/z8PW8BOW63e9V5jiekLYGR3/oEL3zehISEkJWVRXZ2tlhsklPw9/cX7OfXXXedYNW+7bbbBi3Q/v5+UeGvr68nKChIYCakqrvb7aasrIz+/n4B/urp6RFkOX19faSmphIdHU1AQIAYzOro6CApKUm06trb20UHJiAggNraWrq6uhgyZIiotTgcDjZu3MjQoUNJSEigqamJwMBAWlpauO+++3A6nfT397N06VLGjh3Lxx9/zEMPPYTL5cLhcAgZSinC8PDwuOAuJ5PJMBgMzJs3j6ioKPbs2cOpU6cE5+sXXysNFvr4+BAeHk5gYCAdHR1YrVZGjx5NXFwcERERrF69GplMRmxsLD4+Puzdu5eqqiquu+469uzZQ0BAAP7+/qxatYqLLrpI1IKeeeYZ7rnnHhITEwdR+cHZyOKee+4hMzOTxYsXC8ciSWJ0dXURGRkpCpnd3d2C4BnOYi7a2trIzs7GarUSFBTEtddey8UXX0xxcTHvv/8+paWl3Hvvvaxdu5a77rqLuro6AgMDcTqd7Nmzh1tuuYWkpCReeuklSkpKsNlsLFy4kKamJlatWiW6UaGhoYwaNYqysjI8PDxYsmQJKSkpgmTZy8uLjRs3YjabGT58OHq9nubmZlQqFUFBQZw4cYKqqir27dsnyI16enoumFL+aA5EJpN5AnuAP7rd7k9lMlkw0MZZyco/cDbNuVUmk70CHPqCA9nkdrtXf8Xxv5cIRIIF33XXXUybNo0dO3Ywe/ZsrFYrPj4+OJ1O1qxZg5eXF4mJicydO1fwZvr5+eF0OgW4SEo5pIUq6bl80Qa2liXIck1NDS+//DIrVqzgnnvuITs7W3Qb5HI5K1asQKlUcvvtt4vjFxUVCXDZ/v37+fTTT3n44Ye59NJLBzG41dbWEhgYiEqlwsvLi+LiYlatWkVtbS3FxcWUlZUJLEVhYaHQQ/H392fRokV8/PHHmEwmwU9xvjRn4O7+dWQg1Go1sbGxgqqvrKyMoqIiQXosDXtlZ2czbNgwUTiNj4/H4XCg1+spKSlh+/btGAwG9uzZwxNPPMFVV12FXq+nuLgYg8FAaGjoOfWm/v5+XnjhBWbOnElGRsY5kPGB92379u1s3bqVxYsXExcXNwgesHz5cu6//35CQ0O54YYb0Gq11NXVsX79ejFGf+DAAR566CEWL14skKdSqz0tLY2VK1dy8OBBPDw8WLBgAR9//DEKhYLU1FQiIyM5ffo0RqORkydPCrGyyMhIrr/+ehISEoiOjqakpETUV3bv3k1LS4sYXNTpdISEhODp6YmHhwf5+fns27ePlpYWodErdRY/T5V/eAcik8lUwAZgi9vtfvE8f48BNrjd7qE/1RQmICCAhIQEvL29ycjIwM/PjxdffJEhQ4YwbNgwrFYr1157LcOHDxdw5osuumiQw/hvrbu7W+BDYmJi+MMf/kB7ezv//Oc/0ev16HQ61Go1paWldHd3s3//fkaNGsX06dPFQyEVy6Q5h6SkJLRaLW63m7q6OjZt2sT1118vuj11dXVUVVXx3HPPsWfPHiHyLNEJSJHL6NGjSU1NpaioiJ07d4r8/4umVCpFoU6q80RGRuLr68vhw4dFGjMQsu3j48PQoUOFU6ivr6e2tpbMzEy8vLwwGo2MHz8erVaL3W4nJSWF1NRU0ZHKzMzknXfe4ejRo3h7e3PjjTfS2dnJ7NmzRWT3Rcct1S4MBgM6nU6MIgxUEDyfHTlyhIKCAi6//HICAwMH/W3Pnj3MmjVLDNtNnDiR5uZment7CQoKIjc3F4fDwcMPP8zIkSM5fPgwBQUFREZGMn36dKHhs3fvXrFZLFu2DLVaTWtrK6mpqWzcuJG2tjb0ej1lZWW4XC5iYmJQqVTodDp8fX2RyWTMmTOH3t5e9Ho9vb29HD9+HH9/fyoqKgRXiF6vJzw8nOTkZPz8/IiLi0Ov13Py5EnKy8tZu3YtnZ2dP6y4tuzsSn4LKBroPGQyWajb7ZbQKvOBws///RnwkUwme5GzRdRE4Og3/fxvY1JxzOVy8fDDDzNp0iQ0Gg15eXlERkby7LPPEhsbKwhngoKC6OnpoaamhoSEhHN2rv/GJJW5kpISwRd67733kpCQgJ+fH3a7XVAOxsTEUFhYyMSJE9m/fz9Op5NZs2YN2ikjIyOJjIwc9BleXl7ceOONgv0KzlIRaDQakpOTcbvdtLS0kJGRQXV1NTabTQyaGY1G/va3vwnE44V4RaSZCqVSKUiGJTY0k8l0TiSiUCjw8fHB7XZTWlqKUqkkIiKCRx55BLlczrvvvktDQwOxsbEMGTKEuXPn0tfXR1JSEn19fSxatIgHHniAFStWcO211zJq1Ci8vb0JCAgQamzni/oksulbbrmFp59+GplMdsEhspqaGpxOJ3Fxcfj4+FBVVSXqEwPt8OHD9Pf3o9PpCAwMJCIiAqPRSFJSkhhoTEtLE+mCh4cHkZGRzJkzB7vdzu7duwV4bO7cuSJVraioQKvVUlFRwalTp3A4HILh38vLi+DgYAIDA9FqtXz00UfI5XLKyspQqVQUFRUJx+RyufDx8WHq1Km0trYSGRlJXV0dq1evpqGhAaVSKThQJJmJb2rfpgszAdgHnOJsGxfgUeAaYBhnU5hqYInkUGQy2WPArYAD+I3b7c75Gp/znUcgw4YNY9GiRXR2dlJYWMivf/1rxo8fj0ql4p///CerV69mzpw5zJgxg/DwcLZs2SLadF/EdEiFv4Em5alnzpyhoaGB7OxsgoODBzkeCfD08ssvc8UVVzBkyBC0Wi1lZWUcP36ca665BvgPi9WZM2d49dVXeeKJJ4iJiTkn+pEWm5eXl0CAStgAh8OBr6+vGKLS6XTU1NQAsHXrVj777DNkMhlXXHEFRUVFvP/++2LAbmD72dfXVzB619bWfiOFd6kepNfrufTSSzlx4oSo/QCcPn2agoICgbC85ZZbCA4OZtKkSdTU1PDwww9TW1tLREQEGRkZ/OMf/yAkJAS3283evXvR6XSMGjVKfN6KFStYvHgxL7zwAosXLxa/l74bIJjFfvOb3+ByuVi1ahUymQyTySQcn2R2u53LLrtMaNyazWZuvvlm0tPTGTFiBJs3b6a+vp7GxkbGjx9PcnIyCQkJrFixAj8/P/z9/Wlra8PT05Pp06cTERHBxx9/TGtrK0eOHGH48OFoNBoKCgqIiYnhxIkTHD58mJCQEPz9/TEYDEI+Iykpid27d1NTU4NCoSArK0twrCYmJgqu1cjISMaNG0d4eDhHjhzBarVSVFREZWWlmEf60bsw35d9Hw5ELpfzf//3f9x11104nU6qqqro7u5m1KhRgjYxPj6ehQsX0t3dzdKlS/nrX/8qlMGkYbmOjg5MJhOpqani2MePH+fFF1/k0KFDYvI1OTmZjz76iIyMDPE66eEzm82C5Uomk4kawECgmc1mY8WKFTz88MPMnTuX5557DoPBMAgxCWf5JKToSnIADQ0NuN1uwsLCcDgcgpdi//795Ofn87e//U1EEN3d3edAotVqteiMXHfddUK4aMOGDZw5c0bsXkqlkqFDh1JXVzcIoyBd74Gykj4+Pvj7+/PQQw9hs9kIDAxk1KhRHD16VJAnK5VKUQsoKCggIiKCxx9/nO7ubl5++WWOHj0q6hlWqxVPT0+2b99Oe3s7ixYtEp998uRJurq6GDNmzCAHPtCBvPXWW/z73/+msrKSefPm8eabb15w7ZjNZi6//HIsFosgDlKpVERGRnLXXXdxww03cOrUKXp6enC73aSnp9PZ2SnU4BoaGsjPz6etrY1FixaRn5/Pn//8Z7y8vATrvOSww8PDmTBhArt27SI5OZlt27bR3Nws0q+MjAwBn9+9ezddXV2oVCp8fX0JCgoiLCxMiHMPGzZMyFRI6apWq+XUqVNUVVXhcDh+2BTmf9lcLhfPP/88hYWF/OY3vyEoKEiwnQUGBqLX67n22mvZunUrx48fJyIigpdffhkPDw/GjBnDRRddhFqtxsPDg4iIiEGt1r1794rC54gRI6ipqaG1tfWcMFF68P39/QFEMba7u1v8TjK1Wi26CpKg9MBjwH8AXJJTcTqdWK1WQkNDBZS8v78fs9lMa2srZWVlrFixgpaWFjFZnJubi1qtxmazCQlOrVbL8OHDeeGFF/jss8946aWXhLq7y+USheT4+HgsFosgfbrQUJ3D4RCQ+Lfeeotx48YJca6uri5Ri+rp6SE/P5/o6GiSk5PZtWsX27dvp6mpifr6emJjY0lMTKSzs5OAgAAALrroIvF5koOW4OkDra+vj7a2NgwGA3q9nkWLFqFQKGhubhYawheyoqIiZs6cyfr16+np6RGtfafTyd///nfGjBlDXFwcRUVFvPLKKzz00EOCq/Sll17igw8+wG63M23aND7++GPWrFkj5Da7urpQq9WC9qC1tRWr1cqcOXMICAigrq4Oq9VKVlYWGo2G06dPs3HjRoKCgpg/fz5ms5kjR47g6emJw+Hg0KFDOJ1OlEolx44du2Cq8lXcL19m/19GIBJc3GazERERwfLly5kwYQLHjh2jsLCQtLQ0VqxYQXZ2NllZWezcuZNPP/2UN954Q7BiXaiA2trayiuvvIJWq2XEiBEEBgaiUCgYMmTIIBap8xXwWltb2b9/P/PmzRN4CZfLxfHjx4Wo8ujRo/Hz8xOyl3D2YZHJZPT29qLVar+UKEZyQiaTCavVytGjR5kwYQJHjhxh2bJlXHzxxVRWVgoJCUknNjQ0lA0bNvDXv/6VU6dOfWW3RSrqXcikGoiHhwddXV0kJSURGxtLYWEh8+fPFyJiTqeTlJQUsrKyOHToEM8//zyhoaFUVlby1ltvMWzYMPr7+1GpVBcsig4s5AKiVX369GkSExNFtCeJYUnYivPZ3/72N95++22xaUjDfLfeeisajYbq6moqKyuZMmWKIJZesGABGzZsYOvWrZhMJq666iq0Wi2vv/66EIMaCAuQCvRSNCLxe2RlZeHp6Ul+fj5WqxWDwcCVV16JRqNhwoQJ5OTk8MknnwiWeafTSXR0NP7+/tTW1p4jsTHwmrhcrl8ikK9rXl5eREREUFxcTExMjLh5I0aMIDMzk5aWFgFJl7AdOp2OoKCg8xbqBlpgYCBPPfXUl77mQgvdx8eH7Oxs0TkoKChg9OjROBwO1qxZw8KFC4mNjUUmkw1acE1NTV+66Adab28vRUVFAjh1/fXXA2cnX7OyssTcSUdHh6ji/+lPfxI8JpGRkVRVVQ1SeTufXWiATqFQCEJgs9nMHXfcQUhICJ2dnaxevZqAgADWrFnDqVOnSE1N5bbbbmP8+PHs3r2bBx98kK6uLrKysjhw4ADHjh0jMzOT4uJivL29iY2NFZ/T09NDeXk5drudnp4ekpOTCQsLA/5Th4mPjx+U1kjX9MCBA8yePfuc+2S1Wtm4cSOFhYUCHfv6668THR3Nli1bhLRGeno6tbW1NDc3M3PmTN5++21mzZpFbW2tKL5KjGKpqakEBwcTEhLCnj17BIxe4v+QUk2n08n27dtF1Gmz2eju7uaDDz7g+uuv58MPP0Sn0zF79mz8/f3x9/fntddeo6mpiaKiIgHc+6KIlF6v/0a1LMn+v4xA4GxnZdiwYWi1WubMmcPQoUNpbm5m/Pjx+Pr60tvbKyQgX375ZXx8fHjxxReJiIjAZrNRUlKCQqEgKSmJ5uZm0Sb8KrvQPIxkEnFuRUUFjY2N+Pj4UFFRQV5eHo899hinT5/G6XQybtw4kQv39/cL0eeKigr6+voEslUySS3vfFT+LS0tHDx4kB07drB69Wo6OzsFCGzggv02JhEtRUZGYjabCQ8PJyoqiu7ubvr6+sjOzsbDwwOTyURrayttbW0MHz5cCFNffPHFdHV10dTURFtbGwUFBXR0dPDWW2/x7rvv0tPTw+TJk4mJiRG6ty+88AIjR45k1KhRmM3mQemJyWQiJyeHa6+99pz7I2m0fNH27t3LggULaGtrw+0+Kw0psb6lpaXh5+dHcHAwKpWKO+64Q6SPK1euJCoqijlz5lBQUICHhwcBAQG89tprbNq0CYvFQk9Pj+AlkWaJLmQqlQqtVktGRgbl5eUi/XI6nWIOZvz48bS2tuLr60tPT4/ABtXV1aHRaKirqxv0Gb8UUf9LkyDSFouFxYsXExMTw8mTJ+nt7eW6665Do9EQGhrKli1bKCsrY9KkSej1esaNG8eJEyfYunUrTqeTkSNHkpmZSVhY2JfiQux2O1arlZaWFnx9ffHx8bng6yWcgkwmIz8/n7q6OkaNGoWvry8HDhwgLi6OyMjIQVFIaWkpUVFRvPvuu7jdbm6++Wbh0KTaikajGeTkpAdB4rDYtWsXx44dIyAggPz8fJRKpYgYJMf2bdaL5Iyio6NJS0sTE6lwFuU5Y8YMMZUsl8vJycnhs88+E7yeTz75JMOHD2fbtm3s27ePiooK7rjjDubNmyf0cp566inGjx8PnG1d6/V60aVxOp2o1WrRWZKQwh0dHQQGBmKxWAYVrwGBzjWZTCxZsoTPPvtMXAO1Wk1YWBjV1dVERUWJqOviiy9m5MiRXHHFFYJjZMeOHcTExDBq1CgWLlyIh4cHV111FY888sg5mi8XMkksXeKWgbN4lb6+PgICAggKCqKiouK8zkehUBAYGEh2djZVVVX4+PgI3ZqSkpJfHMi3sRtvvBGXy0VmZiYdHR34+fmRkpJCWFgYwcHBtLa2kpiYKCDk7e3tREZGYrVaefHFF5k4cSJTp04VsxPnM5PJJKj3/f39z5tuSLWRPXv2YLPZGDduHHq9XvBWFBcX09XVxaRJk/4rUaAvRj0Oh4Pe3l4cDgft7e1UVFTgdDp577332LFjBxaLBYVCwbRp0wgPD8dkMtHe3s7Ro0fPK4P4ZfMzXzRpd5VQq1Ka6O/vzy233MKIESPw9fXFz8+PpKQkHA4HRqORsrIyQRq8atUqNm/eTENDAwEBAWzcuBG73U5RURHDhw8nODj4vJHeFxHCFotF4COWLFkiUMbSGIFOp6O1tZWXXnqJrVu3CoDYF7+vTqcTzHFSPWrWrFm88cYbaDQaCgsLsdvtmM1mpk2bxpYtW/jzn//MbbfdxsGDByUg1znXSqFQoFQqhUNQqVT4+fmhVCoFonSg6XQ6lEolBoOBiIgIHA4Hx44dO6deFRISQkxMDEVFRSgUCokx/xcH8k1MqVTywAMPsGDBAp566imeeOIJduzYgUajoaWlhUsvvZSYmBjkcjkKhQJfX1/gbATjcDh47733WLduHcuWLUOhUJyTxtjtdlpbW88Z8GptbRXENmazmaKiIkJDQ/Hx8RHzOCqVSoCvWltb6ezsFCPvX3w42traRDfifCaxoNvtdpqbm3nllVc4ffo0hw8fFtKaEshNQpB+UTrg+zCVSiVazhqNhhkzZjBjxgxuvfVWQbhjs9lobm6muroap9MpkJZ1dXXk5eWxYMECrrvuOlwuFwqFgtLSUg4cOMDNN9+MTCbD6XRSWFjIjh07WLhwIREREfT19XHgwAFGjRqF3W7H39+fvXv3EhcXR3BwMPn5+QQHB3P33Xezbds2MU3tdrvx9PQkODhYsKtrNBoMBgMTJkygrKyMqqoq4uPj8fLyYtq0aWRmZhIdHY2fnx82m43e3l6ioqJYvnw5lZWVLF++fFAUIg0bSo5DqVQKjt2BDuXLTKlUitawzWYjLi4OpVJJQ0ODmL4emC79KFD2H8J+iAhEAl9ZLBZuvPFGYmJiiIyMZNSoUYIPFP6j7SFpmAKUlpayZMkSfv/73zN58uRzHmy3201RURENDQ0C8Qr/Yb3q7+9n3759fPLJJ/zqV78iKioKs9nM3r17mTZtmqi5SDol8B9pCbVaPcgpuVwuurq66O3t5dChQ8yePVvQFAw8n56eHvr6+njzzTd56qmnfjSdHa1WS3x8PJGRkfj7+2M2m4VI05QpUwTXrBS1mc1mdu3ahcPh4ODBgxgMBkHgM2/ePGJiYoCzLPCtra0MHz5cfFZtbS3PPvssw4YN49prrxXzTgPnl/bu3UtmZiZyuZz169fz8ssvk5ubi5eXl9CelYSgBur5SiZJJchkMoKCgmhqauL222/nkksuwc/Pj+TkZLy8vIRjNpvNtLe3s3XrVp5++mlBN+jl5YVKpRJRSWxsLFarlYaGBmQymXjoBz67EomTh4cHer2esLAwUSPJy8sTDYCmpibB3+t2n5XD7O/v/yUC+S5MmgtRKpVcddVV3HXXXQwZMoTW1lZ0Oh2enp50d3ejUqkwm834+vpSX18vxrvvv//+8x7XbDbT1dVFaGgoSqWStrY21Go13t7e4qGvrq5myJAhKBQKDh06RGtrK7NnzxZdIIl71e12U1NTQ0BAwDn5ent7O+Xl5QwZMoS8vDxBmCw5GbvdzjvvvMNnn31GSEgIu3btorKy8nu/rl9lUnRnt9vR6XSEhoYyd+5cxo8fz8aNG3E6ncycOZMFCxagVCrp6enh448/pq2tjS1btpCQkMDtt99OQEAAycnJ5y1SOxwO8vPz8fPzIywsbFD3xe12YzKZ+Pjjj6msrGTfvn2cOXNGwPklDItWqxXcJVKUIEl2KBQKDAYDYWFhhIaGCsLl9vZ27r77bq655hohsSBtPhKTm0KhoKysjHfffZfq6moyMjIwm81oNBoOHjxIZWUlmZmZNDQ0CCdSX18/iAdYSqFkMtmggvdXDThK6dgvNZDv7vOEHGJGRgbp6emMHj2a0aNHA4jiW0NDA6GhoSgUCnJyckhKShIcDpJdqONSXl4uqPmkdEECbklDZoGBgZw8eZKEhAT8/f3P2xmQiG90Oh0Wi0X83eVyiZ3c6XTS2trK9u3b2bt3L/v27aOysvJ7TUv+W5MKtRJsfNSoUdx6663k5+djNBoxm800NDRw0003MXfuXDEe73Q66ejo4N133yUsLIzo6GhSUlIICQk573WXCsaS45W4ON577z3Wrl1LTU2NmL9JTU3l1KlTg66VBLKTBgflcjnZ2dkUFRWRmprKunXrBKdLUFCQqHs8+OCDXHTRRdTX14tOn8T5Ip2X5Ej6+vro6elh2bJlnDx5kv7+fnx9fXE4HHz22WdCbxfOrtWAgACio6NRq9ViHqeyspLe3l58fHwE94vBYBADl9Jsl4QbOnLkCO3t7b84kO/aAgICeOmll8jIyCAtLQ04+3AWFxcTGBhIYGDgoHrB+dKXr0L5SbUHi8WCl5eXqEEMJOyRBtoGHrekpIT8/HwSEhIYNmyYIPY1Go309PQgk51Vby8tLSUvL4+6urqflNOQTNrJAwICCA0N5dZbb6WrqwsfHx/BdSFRH/j4+BAQECB2compzWq1YjQaRc4vremBPC16vR6Xy4XT6aSmpobDhw9z6NAhWlpaRJHT19dX8I3abDYUCgVWqxW73X7ea+fv78/ixYs5ceIEzc3NREdHExYWxvjx4zl8+DBJSUkcPXqU3NxcZs2axU033URYWBgGg4H+/n70er0YLzif5eXl4eXlxf79+9myZQsVFRUiTWlrayM6OprLL7+cvXv3ClW8vr4+KisrBaetpIN79dVXYzQa8fPzo7GxkZqaGqZPn05nZyebNm2io6Pj5+lA/P393Xq9nrq6uh/8s1UqFenp6QK+PmXKFFpaWkQfXtpBpMIqXBhlOtCkduiXSU7abDY6Ozupq6sjOTlZhL4lJSW89dZbWK1Wurq6ePXVVyksLKSvr481a9bwr3/967ydgv8Fk8b4JTyDRDHpcDi4++67mTVrlgABSma1Wgcpzff09HDy5Ek++ugj9Ho9FRUVNDU1ERQUhEajwdPTkx07dtDQ0EBqaipZWVmUlZVRVlbG8OHDqampEajfgVwncDZSUqvV4uHUarUkJSUhk8koLi5mwoQJzJ49G7vdjsVioaqqiqysLAIDA9myZYuYfh47dixHjx7l/vvvFzNQkklOTuKUdblcWK1WQXDk4eFBUVER1dXV1NTUUFpaytq1a3G73QQEBGAwGEhLS6OlpYWoqCgMBgOBgYH09vby0ksv0dnZiUKhICAgQJAqf44l+nk6kOHDh7sfeOABfv/731NXVydQjD+0qVQqpk6dyty5cwXpj8vlYs+ePaSkpDBs2DASEhLOG4VIhENS7vrpp59is9m45ZZbMBgMwulI0YzT6aSrq4uOjg48PT2JiIjA6XTS3t5OW1sbfX19nDlzhilTptDf38/s2bNxOBxMmDABHx8f9uzZQ2JiIps2bfpaFfufisk+lzIwGAxMmjRJyGcUFRUxZ84c/P39SUxMJDU1FafTKQBwlZWVjB8/nmHDhgkwWl9fH0FBQfT19VFaWspbb70liqG+vr7k5uZSWVmJXq/HYrGICEahUAyaXYqMjBRiYjU1NWi1WtEpk4qeaWlppKWlsXnzZgHBX7x4MQqFgvXr13P55ZeTl5fHuHHjmDFjBhaLBV9fX2w2G2lpaefdcAoKCjh27JjQoElNTRUORK1W8+6777Js2TJCQ0MJDw8XguNRUVHExcXhcrkEGXdvby/+/v54eHjQ2dlJeXk5TqdTQNvlcvnPt4iamZnpfvLJJ/H29hY8mStWrKCpqek70Xz5b00mk+Hp6UlycjJz5sxh0qRJDB06FKPRiEajYfXq1bS1tTFy5EimTZtGTU0Na9euxWq1snTpUmw2GyEhIZSXlwtB69zcXMxmM6NHjyYyMlKEmgBdXV34+/vT3NzMpk2bmDBhAjExMUJgyWQycerUKex2O1VVVbz33ntcdNFFxMXF8eCDDw7Su/2pm1wuJy4uTvCsarVaoqOjqaysFCJZgYGBhISEcP3119PR0cG2bduEcPTEiROZNWsWMTEx/P3vfyc9PZ25c+cik8nYsWOHAGCFhoZiNpv51a9+Ja6dRKokdWWsViuNjY3o9XoRcUhRiTRUKWmsZGdnM3fuXF544QV6e3sZN24cXV1dXHfddeTl5aHVavHw8GDHjh08+OCD1NTUcNttt4nCZ1dXFwaDAYPBAJyNotra2kSNrL29ndDQUOA/Ea7VaqWtrY3NmzdTWVkp4OhGo1GsJ4PBICamJWlRidUtKiqKnp4evL29KSsro76+/ufpQDIyMtwbN26ku7sbtVqNr68vf/7zn0lNTWXr1q1fyjT9Q1h4eDgPPfQQ69evp7+/n1mzZtHS0sKZM2e444478PX1FYNr27dvJygoiLvuuksgSRsbG3G73SxbtowhQ4YwZ84cEb43Nzdz8OBBsrOz2bBhg5hk7erq4rHHHsPT05O9e/cybNgwTp06xUsvvcTatWuZOXMmtbW1nDlz5n8ujZG4ZJVKJb6+vkRHR+Pj48NvfvMbTp8+TVFREXfddRfbt2/n5ZdfFiTLo0ePJisri+TkZJqamkRauWHDBvbv3y9C+ttvv13gMQwGA83NzTQ3N5OTk0NOTg719fXCUaSmpgreD39/fwICAigpKRHnKpPJmD59OgcOHCA5OZnOzk7mz5+P1WolJyeHzs5OJk6cKLo4/f39aLVaioqKeOKJJ1i0aJFo5UsUDlIkKol8SfUvKaKQgF9SoVyhUHDmzBmOHTtGR0eHUAuQyIlmz56N2WwWLeGenh5cLhdVVVUkJSXx1FNPceONN2I2m3+eDiQzM9O9efNm/Pz8cDgc6HQ62tvbOXLkCEePHmX//v3k5eV95XDXd2lfrC9I1Xlp8cvlcjw8PEhISBA7TFRUFOnp6dx7773ExcVhNptxOp1s2LABHx8frFYrQ4cOJSAggLi4OHFcOKtoZ7PZRPjd2Ngo8A/XXXcd/v7+lJWVUVxcfE7e/nMwmUzGiBEjGD58OGFhYVx66aW88MILKBQKwsLCBN2BXq8nODiYsLAwKioqKCkpob29XVwbl8tFdHQ0ixcvRq1W09LSwogRI6irqxOFxa1bt3LmzBmioqKYOXMm1dXVjBkzhvfff5+SkhL8/PwE6bSfn5+QEx02bBje3t54eXkxcuRIjh8/jsvlIjc3F7lcTnh4OFdccQVarZYXX3yRjo4O3nzzTcaOHStGF3Q6HSqVir6+PmQymeB2gbP3s76+HplMxq5du9ixYwchISFMmTKF2NhYIRTl4+NDSUkJJpOJjo4OzGYz5eXl+Pj4YLFYGDlyJCUlJaxevZqgoCBUKhXHjx//xnwgP3kHMmzYMPeuXbtEFb27u1vcRJPJhFqt5pNPPuGhhx76Sn2MH8ri4+MZPXo0q1evFsVSl8uFXq/H09OT0NBQnnjiCY4dO8ann36Kw+HgzjvvxNvbm+TkZMHO5eXlxenTp8nJySEjI4PGxka2bNlCdXU1oaGh1NXVCcbtn7NJw2dGoxGACRMmMHbsWACKi4upqalh/vz5bNmyhZiYGOLi4kShMiUlhcjISNauXUt8fDwqlYrAwEBiYmKEINiwYcOora0VanDp6ekcOnSI3bt3YzKZyMjI4OGHH+bQoUNs3LiRjo4OkT739vYKUqQJEyaQm5tLaGgoF198sYCUv//++zidTiZOnMhFF12El5cXx48fp6WlhcmTJ2MwGOjq6mLr1q3ceOONBAYGis6PRqMRQEIvLy/q6+tF2zsvL49ly5bR0dFBTEyM0LI5c+YM1113HSkpKWg0GqqqqrBYLCItM5vN5ObmEh0dzYYNG7BYLD9OEVUmk1UD3ZxVmnO43e4smUxmAFYAMZylNFzodrtNn7/+v1amS09Pd588efKcNulANq6jR4+yc+dOli1bRmVl5X+txfpdm1KpZOzYsRQUFJx3dkSpVHL33Xdz4MABjh8/LnJvh8Mh2pVqtZpJkyZx44038pe//IX9+/djs9lEh0WpVH6rMez/JZPwNhK7GpyNSkaOHMnixYspKioiJSUFDw8P9u/fT1hYGOvWrWP69OmUlZVx/fXXM3LkSCGNIZfL2bVrFy+88AIjRowQqNIZM2bg7e3N+vXrmTBhAgUFBRw+fJiTJ08SFRXF9ddfzyWXXMLLL7/MiRMnOHPmDJGRkQJncdlll3Ho0CFBc6lWq5kxYwazZs0iNDRUelBxOBwoFAoxiZycnCy6L1Jq1dXVRWtrK2PHjqW3t5edO3cybdo0QVcpTWAXFRVhNBpZvXo19fX1+Pj4cPz4cTHPJNU+FAqFKBq3tLQwatQo+vv7Rf3oR4lAPncgWW63u23A7/4P6HC73c/LZLKHAT+32/072TdUphsxYoR7//79gjBHYuv6YrfD5XKJQuPjjz9Oe3v7996t+bJWqYRVkBjE5HK5GLQaKAnxxfcPpP+TyWRcfvnlZGRk8Ne//pXw8HBaWloE69dP1b7LFrJcLud3v/sdvr6+vPPOO0InRafT4efnx0MPPcTOnTs5dOiQKAw2NTURHByMyWRi8eLFBAYG4uPjQ0dHB7GxsQQHB1NRUUFubi67du1CqVQSHBzMtddei6enJwcPHuSDDz7A4XBgMBior68nIiKC2267jcjISNavX49CoWDz5s2YzWa8vb3Jzs4mOTlZ6PZMmjSJFStWkJycTH19PX/+85+BszNLkZGRFBcX09bWxoIFC8jNzeXxxx9n4cKFXHfddeJcvb29L0iUNBAuIPHlbt68WeBDJGb9JUuWEBgYSFlZmRiibGpqwmQykZubK6gbfpQuzAUcSAkwxe12N8nOyl/udrvdyd9U1mHkyJHuY8eOiYvldrvp7OwUXAxfHIl3uVwcOXKEP/zhD2zZskX87vuwr3pQJFTrFwWWADFmXltbC3BeZwL/Ye4yGo1iMvjH6D79mObj4yPSV8mk4qIEEpMU/SSdYQ8PDzIyMigoKECj0QiJyLvvvpvGxkaOHDnCiBEjRP2kvr6e8vJyZsyYgdlsJi8vj/Xr1wsO15SUFGJjY8nIyGDFihWUlZVxxRVXoFarOXbsGDExMbS3t2MymQQb2Z49e0hOTkahUHDs2DEeeOABGhoaiI6ORqFQiGhTJpNRU1PD+++/T1VVFTNnziQ6OppRo0ZdUAHAbrejUCjEdZCim6qqKoGgPXr0KDfffDObN28WBemKigrB9D506FD0ej1//etfaWho+FEcSBVg4iwD++tut/sNmUzW6Xa7fQe8xuR2u/1k31CZLioqaqTEID7QOjo6qKurIy0t7RxAls1m47PPPqO4uJjKyko++eQTwRH6UzAJfSmFrcOHD6eoqOgrU68LaQJ/H1rB/ysWGRkpOhgSqZO3tzc7duzAy8uLWbNmUVJSwokTJ1iwYAEtLS3k5uZisVhISUnBYrFgMBhoaWnhyiuvJDk5WSjYT5gwQUxgSzwl0kDjp59+KqgYJSRxTEyMGGtYu3Yt4eHhqNVq0tPTsVgsREZGMnr0aEpKShgyZAjFxcV4eXmh1WoJDg6mqamJEydOkJCQQF9fH52dnWRlZaHT6c5BI8NZkqj6+noxaQtnkc1tbW0EBQXhdDrp6+ujrKwMrVZLa2sre/bswWKxCOCZ1NUsKyv7URxImNvtbpTJZEHANuDXwGcXcCDfSJluxIgR7ry8vC89j4HITgm4ZbFY6O3tpaqqimeffZbjx48LXo2fgg0ccpK6N191L7RarciT4T/Twf8/m8FgoLu7W+jJ1NbWcvLkSZxOJ3q9XhQfzWYz/v7+dHR0EB4eTl1dHWFhYURERFBTU0N0dDQvvvgidXV11NTUcNFFFwle0bq6Ojw9PWlsbGTIkCEkJiZSWlpKaGgoK1eu5Pjx48yePZuMjAwiIiJwu92iFlNdXU18fDwhISH09vby7rvvCkcl3T+n0zko0qirq+PUqVNotVqxOXZ2dpKdnY2Xl9egqNvtdtPe3k5RURGxsbGis2KxWPDw8JBAYpSVlQkmvbi4OBobGwV724wZMzhx4sQPz4nqdrsbP/9/i0wmW8PZ+oZR9rm41OcpjIRkqgcGKiBFAI1f9Rlfh0pPoVAIJyKFtTKZjD179lBTU8OwYcOE8FBVVdV5yWV/aBs4IXmhWs0XU6QvTlX+/+48AMHxWVpaSmlp6aC/SameyWQSTlqtVqNUKhk9ejTTp09HrVaTm5uLSqXimWeeQalUUl9fz9GjRxk6dCjTp0/nww8/xM/Pj/j4eA4fPsyUKVNEnWLcuHH4+vqSkJBAREQEvb29eHt7i1SotbUVo9HIkCFD8PPzY+TIkaxfv160giVaAX9/fzEM6evry/Tp00WdQ/rP7Xafk7JLA3XSPFRHRwcBAQGo1Wo6OjpQKBSive12uwXATOLGBQQL/Dexb6NMpwfkbre7+/N/zwSe4awC3U3A85//f93nb/lGynTnywGl6UXpgkpOw2q10t3dLejpRo8eTVRUFNHR0TQ2NvLss8+yaNEinn76aZEH6nQ6QRTzU7MvntO35SX9tubh4YG3tzctLS0inJZCfGmsXeom/RRMmiVxu88q1mu1Wtrb20UnRJLBkIqrWVlZYieX5E69vLz41a9+RU5ODnFxcfj5+WE2m3nttdcwmUzcfffdlJeXc/ToURYvXiwEuDs6OkhPTyc7O1uQIldXV3PRRRcxa9YsIc61efNmDh48yPz585k5cyZOp5OKigo2b95MYGAgMpmMBQsW4O3tjcVioa2tjZCQkHO+q4eHh3gO8vLyqK2tRaFQkJKSQmJiIh4eHlRUVLBixQpsNhtGo1HA6c/H//p17dso08UBaz7/UQl85Ha7/yiTyfyBT4AooBa4yu12d3z+nv9amS4rK8t9/PjxQb9raWkRqNSB5na7OX36NF5eXqLfLRHxREZGotfrOXToEH//+9+x2Ww0NDQwZcoUIiIi2LJlC+Xl5Vgslm/N/flztaCgIMGOFh4eTnt7O2q1GoPBIKI6KTXTaDSC8Pn7rs8olUqCgoLETqpQKAQ1gJS2tLa2DmoBx8XFERUVJeQsZ8+eLc7b4XCwdOlS7HY7u3btYsWKFcTGxpKSkiJEsFavXk1OTg5jx47lmmuuobm5mYSEBN566y0eeughSkpKUKlUJCcnC3FyPz8/wfcKCG1iSckuODhYACbVajUWi4XNmzdjsVi4+eabsdvt+Pn5IZfLsVgstLe34+3tjc1mo6WlhSNHjjB+/HghRH7ixAncbjcZGRliVqaoqEiws1dXV9Pf38/DDz9MU1PTzxNIlpmZ6c7Pzx/0u5ycHCoqKrjzzjvPCen6+vo4evSoiDAkr+zv709raytTpkzh0KFDhISE0NzcjN1u57333uPw4cO0t7cLWsKfeqv0p2C+vr6C9WvXrl0i5VKpVAwfPpyKigrBNv5j2YU6ZdLvJTpCf39/ioqKRBrs7+/PkCFDSEhIwGg0cvjwYaxWKzfeeCO9vb1MmzaNTz/9lG3btjFx4kTmzZvH6NGjWb9+Pf7+/kIWYvfu3Xh5ebF161YmT57M2LFjiYuLw2azUVpaKtjFKisrmTRpEs3NzdhsNvz8/EQ95XPOUtrb27HZbFRUVJCenk5fXx8nT54kOjpazDz19/eTkJCAXC4nKSmJ9vZ2NBoNn332Gfv376e1tZW7776brKwsdu/ezfr169m/f/+P04X5IWzkyJHuTZs24evrK0ItSTZQAtV80To6OsTMwoEDB7j44osFvFytVhMUFMSRI0dYtWoVOp2O8vJyGhsbqaysJDk5mYMHD/5SX/gaJslKSMzlMpkMuVzO/fffT2JiIn/+858xGo04nc5BPJw/VbtQN0upVIroo7u7G71ej1qtZt68eaxduxZA1EH6+/vp6urirrvuwmQyIZfL+eSTT4Tm7bFjx7jpppswGAyYzWZiYmLw8/PDaDRSUVEhNrp3332XSy+9lOHDhxMUFMSnn34q0rHw8HC0Wq1gP+vo6MDLywuj0cjp06dZu3YtXl5edHZ2EhQUxC233EJSUhJVVVV89NFHlJaW8rvf/Y7PPvuMN998k/b2diwWy89TWEoagV++fDm/+tWvBKfD+UzaPaqqqmhrayMmJobRo0fzyiuvMGXKFDo7O9myZQtLliwhOjqahIQE0tLShKbojBkzyMnJ+f+2Jfp1bGCN44u1DrfbzbRp0wS9Y2dnpyhk/tQdB1wYL+RwOCgsLCQ0NJRFixbx2muvoVKpGDp0KH/5y19Ys2YNxcXF+Pn5UV1dzaFDhwTPh9lsJjg4mLVr1xIXF8ctt9zC8uXLmThxIrNnz6a5uRmNRoPb7aaxsZGysjJaW1u56qqrOH36NKGhoRgMBi666CJyc3Nxu90YDAaio6MpKCggKCiIiIgIoRQQHR3NiBEjKC8vp729nZMnT/Lee+8RExNDd3c3kydP5sEHHxTjAVdeeSULFiz4xtfuJx+BZGVluf/+97/T0tLCxRdffF7xJslxSBqj77//PmVlZYwaNYqYmBihuQpnF4skMlxQUEBNTQ12u533338fpVLJmTNnfjJ4kZ+ina9IKu3cWq2WP/3pT3z44Yd8sW71czC1Wi2G3aQ1J2kCP/DAAyQnJ5Ofn8/bb78NwJw5c8jPz6elpYWysjIUCgXPPPMMYWFhvPTSS/zzn//k5MmT6PV65HI5vr6+yGQyvLy8aGpqIiAggC1btuB2u5k7dy7BwcF4e3sLzhOJbR3ObrStra3k5uYybNgwdDodO3bswMfHh3HjxlFZWcnKlSvx8fFh4cKFhIWF0draSklJCUuXLqWgoODnm8K89tprgoNjIKxXuolSV6a1tZWtW7cSHR3Nc889x3333ceaNWuYMGECq1atQqFQsGjRIry9vbFarfT29hIdHU1RUZFIa/bv3y+ARj81k+o9P0SXQ1rIEn7CZDKdd4ceOP0rIUIrKiq+8vhhYWGCnuCnvga/jqnValHjOHnyJLm5uQLgdccdd7B9+3bq6uooLi5m8eLFJCcns2/fPmbNmsUTTzwhirSSJOe0adMoLi7GZrOxdetWYmJiyMzMFKMckgLewYMH6ezsxGAwcMkllzBhwgQsFgtarZbu7m7q6urIzMzE09OTwsJCent78fX1xdPTUzC1T5s2jePHj/98HcjRo0eF4/jiQJ3b7UatVmO326mvr8fb25umpiYuu+wyHnzwQRwOB06nU7BFnTp1ipSUFOLj41Gr1TQ1NVFeXk5iYiLvvvuuGGRSKpXnFfv5MU0CNn3fKZZEdDR9+nSOHDlCcHAweXl5glpP+nwPDw9SUlIoLS09L4pWgk8PLIKrVCquueYakpOTWb9+Pbm5uT+repOkd5uZmUlhYSENDQ3ccccd6HQ6li9fLtUbWLJkiVAB8PPzY8uWLWg0GtLT03E4HNTU1GAymTh9+jQhISHk5eUJcNzw4cNJTU2luLiY2tpa6uvrBSmSn58fmZmZxMfHk52dTWNjI6dPn0ar1XLFFVewadMmQcIkSYAWFhZiMpl+ng5EauNKsNwvFk77+voEOEiynJwcnnjiCa655hpGjRrFtm3bGDFiBKdPnwbOkgCtXLkSq9XKggULePrpp4mLi+PMmTOCvr+3t1c8MBJp8v8vtZHg4GDee+891qxZQ05ODt7e3tTV1aHT6cjMzGTr1q2kpKRw6aWXYrFYePXVV88BucnlciZMmEBlZaXgsZAWd1BQEBs3bjyHhkAqyk6cOJGjR4/+ZOgZ/hv7YpQodUOuuuoqQkJCxJxKeXk58fHxKBQKPD09BaeHhDSW4Ajjxo2jo6NDiHWr1WpSU1Pp6upi3rx5VFZWsn79eqqqqsQwX0lJidhc/f39mT59OlOmTKGoqEhIU6SmplJaWkpPTw9vvvnmz5dUeSAO5Hws5zabTSBP4Sxa8/bbb6ehoUHIQB4+fJixY8cyc+ZM/Pz8KCgo4J133sFgMHDjjTeSn5+PwWCgtrYWm83Ge++995MFl/039t9Oxer1emw2G9dffz1Dhw7liSeeQKPR0NnZiUaj4fXXX6empoZ3332XxMREJk+eTHd3NwUFBWzcuHHQ50rqbX19fbS3twuC5MrKSjGLIb3Ww8ODzMxMIiIiyMk5Cw2SJpf/lzhdJTtfnWjgUGRkZKSYgTEYDKhUKsLDw7n44ovp7OyksbGRxMRECgoK8PX1JSIigrCwMAEvOH78OK2trTgcDry8vDhz5gzV1dXI5XJKSkro6ekRz4WkPZOSksKcOXMk2Do+Pj5Cg+f222+nqqrq5+9Avo5JiNO4uDimTp2KwWDAZDJx+PBh6urqCAgIYMKECSiVSo4cOSLUyxsbG4mOjuatt97iyJEjPxk05Te1gcN6XzSJQe18FhkZyXvvvcdf//pX6uvrUalUmEwmrrzySsLCwoiJiWH79u1s2LCBp59+mpCQEG677TaampqEPIPZbCYuLo7Q0FBKSkpISkqiqamJhoYGOjo6UKlUhIaGMmnSJEJDQwkJCaGxsVHspP39/cKxSKLePzdTKBT4+fnh6ekppE/T0tIYM2YM8fHxhIWFsXnzZnbu3ElQUBAeHh6cOnWKtrY2AgMDxSS6w+Ggp6eHkJAQ6uvrqa2tFRD4wMBAAPz8/LDb7dTV1QncS0REBCqVimHDhvHBBx/Q1tb2/48DkTD9XxSYttvt9Pb20tLSws6dO8WUpDRY1NHRgclkoqSkBJ1Oh4eHBxEREezbt08IO8HZh2j79u3/k7sf/Gc+oq2t7ZwIRKVSMXv2bI4ePUpgYCB1dXWCrSo4OJiFCxcSGxuL0+kUYtYfffQR48aNw8PDgyVLlrB69Wrefvttli9fTkFBAa+++ioXXXQRxcXFFBYWMmPGDC6++GK2bdvGW2+9RXx8PFarlYKCAkGYM3bsWEGnZzQa6erqumCKOHAO5KeKEpaiPUmaAs46ai8vLwIDAyktLf3SUQSlUomHh4cQCEtISCA8PJy0tDQ6Ojrw9/fnxIkTaLVagTy12+2iODoQ8TuwuaBQKAQkv6mpSfC9ent7i0FDl8uF0Wj8/8eBwNmevd1up6+vD09PTyEBuXr1ahobGwkKCiIyMlKwYXt4eOB2u5kwYQK1tbVUVFRw9OhRsrKy8PLy4uDBg/T39wtR5aqqqp/kQv26dqH0JSEhgbvvvpuVK1dy4sQJrrjiCqqqqggPD2f06NE0NjbS3t7Ovffey9ChQykqKkKtVrNhwwYqKytZsmQJ9913Hy+88AKZmZnY7XaMRiMbN27knXfe4corr2Tp0qXs2LGDRx99FDgL7HM4HJjNZgHFHiid8HVMokC4kMjTj20eHh44HA7uvfdejh07Rnh4ODfffDMfffQRwcHBBAQE8O9//5umpiZRcJamZVNTU0VB32g00tfXJ4TOPT09CQwMZPjw4SQlJWEymcTG1tbWRm1tLQ0NDXh7ewulOYm57XyRm1qtFk5Yo9EIZjur1fr/lwMBOHbsGCtXrmTRokX4+fnR39/PunXrGDVqFGfOnKGqqorJkyeTmprKs88+y9q1a0VRaffu3YwYMYK0tDRWr14t6OkklnSZTPY/3x34ohPx9fXlmmuuYdKkSTz//POMGzeOhQsXsmLFCmbNmkVPTw+nT58mPj6e6667Dq1Wy+bNm0lNTaWsrIyEhAQaGhro6+tj6tSpgptz1apVOJ1OEhISyMzM5NVXX+XZZ5/F4XCQkpKCwWDAx8eHuro6UZA1Go10dHT8aMLe35f5+Pggl8uZMmUKLpeLpqYm8vLy8Pf3Jy0tjZkzZ2I2m8nJyRG8HRJZeHx8PHV1dTgcDjo7O5HL5ZjNZpqamrDb7cjlcnx8fPDx8cHT05NRo0Zx0UUXsXv3bk6cOEFJSQlKpZL+/n48PDzo7u4W6Yy0li9EHeH+uWrjXqiI6na7OXnyJG+//TalpaWEh4fT2NjI6NGjOXToEG1tbfj5+RETE0N1dbUIkefPn09UVBRKpZIPPviAwsJCofI2cDHrdDqsVutPcrf7uiY5EL1eT3p6OosWLWLu3Lnk5eXx7LPPctNNN1FaWkp1dTVxcXFMnz4dt9vN9OnTqaysJCIigsDAQMrLy6mrqyM6Oprg4GCsVitHjhxh1qxZKJVKbDYb69atY8qUKezbt4+PP/4YlUpFd3c3hw4dYt68eYwfP16wfPX29tLf3/+zuL5S2nGhvyclJRETE8OePXtE+jZ58mQCAwOJjIxk6tSpeHh4UFdXh1wu58SJE/j5+VFbW0txcTE9PT0YjUa0Wi2nTp06Jw0KCAhgyJAhXHTRRXR2drJr1y7RPKiqqqK5uZmenh6am5tRKBSEhIRgNBpFFCM9/z97B+JyuThz5gyNjY2CtrC9vV0Q2dbU1NDa2srkyZN55ZVXUKlU+Pr60tfXh1arZdq0aWg0GjG1WVRURH5+PlVVVURHR9PZ2Sm4Jf5XTaFQiHkJDw8PoaAntfQmT57MrbfeyuOPP05NTQ0ajYbc3FxRoV+1ahW9vb3885//5L333uNvf/ubmGMJDAykqamJhIQEcTyJL1QiKvb19aW6uprq6mp27tyJt7c3mZmZJCcn89prr7F+/Xrq6+t/7Mv0nZrUXWlqarpgzUypVAq2NLfbzUCGPU9PT0JCQoRc58iRIxk1ahQlJSU4HA7sdjslJSWMGDECs9mMXC6npqaGPXv2iE6Mr68vQ4cOJTIyUpCNd3R0oNPpqKiooKOjg/7+foKCghg+fDhdXV1YrVY8PT0pLS3l9OnTP18Hkp6e7v7LX/7C0aNHOXbsGI2NjaSlpeFwOCgqKiIpKYm0tDTa29vFOHdbWxvXX3+9INjdsGEDZWVluN1uIiIimDp1Krm5uZSUlPzPFkrPZ2q1Gm9vb9ra2tDpdISFheHp6cmpU6eYO3cuL774IsuWLePNN9/EbDaLEe+LLrpIDBVmZGSQnJwsQGD79u3j9ttvp6Wlhfz8fK699lrUajVyuZydO3eiUCgYMWIEkn7xP/7xD86cOcNvfvMbkpOTefPNN/nwww8JDQ3lwQcf5N///jclJSU/WbHv/9b8/f2x2Wx0d3eLiESpVJKZmYnZbMZsNmOxWOju7qa/v18QEZ3PlEqlAJOlp6dTX19Pfn4+w4cPZ8aMGXR2dhISEkJ3dzfx8fF0dXVx5MgRdu7cic1mw9PTU8ioNjY2nhNVw9kUS4IoSJIRn9dEfp4OJDo62p2Tk0NxcTEJCQmYzWZWrlzJunXrSE9Px8fHh9zcXKKiogRR7aWXXsrGjRtFvt7U1ITVakWtVgs5SIlMSLrxUqX/fzkn9/LyIjMzk2PHjjF+/HiqqqpoaWkhLi6OZcuWodFouP322zl06JCYqwB45plnBDmwSqXiyiuvRKVSCXLh5ORkUlNT8fLyGiS5+H//938sXboUjUZDY2Mjr776KlFRUQwbNozOzk7+8Ic/cPTofzijJkyYIGj3tmzZQl1dHb29vf8TbVqFQiHqCwNNgoU7nU66u7vJzs4mKiqKAwcO0NTURHx8POHh4aINGxsby+nTp4Xz7ujoELDzgcfWaDRCNConJwen0ynSaqvVypIlS/D19UWr1YomwpYtWzhx4gRVVVVEREQwZMgQPDw8BCxBahlLmr5qtVoQUf+sHciVV15JbW0tDz/8MEOGDKGrq4uSkhJCQ0M5efKkYMPWaDTs3r2b2tpaqqurxdCTwWAQ8zIWi0UM1JlMpvOKMv0vok49PDxYunQphw4dor6+niVLlvDGG2/Q39/PqlWriIqK4o9//CPbt28X+fC0adN47LHHSEtLw2q1Cji0pHbvcrmoqKjgj3/8I7feeiuTJk0CENdMCp8ljonQ0FAeeeQRPvjgA5577jnsdrtg/wKEqFNERISgTigqKvqfSh0ljtKBBXatViuij/vuu4/x48fzzDPPsHfv3kHtZ51OR2JiIgqFgo6ODnx8fBg7diwajUZseP39/YMKnDqdjoCAAJEiDhs2TGgfHT9+HL1eT0BAAIGBgQwdOpT58+dz+PBhVq5cSW1tLSEhIYSFhQk8TVNTEy0tLej1enQ6HT4+PlRXV2O323+e4/x2ux2DwcANN9xAS0sLL730EhqNhszMTHJycjhz5gxDhgzBaDSyc+dOUZiTaN8kvRipim2xWETEcSEW9Asxn7vd7p9ca1c6r7CwMMETMXr0aCZOnMipU6e45JJL8PT05IMPPuDDDz9Eq9Vy+eWXM2TIEK6//nr8/f1xOp2Ul5fjdruJjY0lMDBQaK8eO3aMHTt2kJSUxKRJkzCZTGzevJnRo0fj7++Py+Vi7969/PrXv2b48OH885//5KWXXiIoKEio8ZWVldHX18dll13G1q1bKS0txWKxcODAgR/78v3XJvGeKBQK4Czy2cvLi56eHjo6Oti9ezezZs2iuLhYFP2Dg4NF4bi+vp6RI0eiUqmIjY2ltLQUk8lEQEAAUVFRTJs2Db1ezxtvvEFtba2ILkJCQoiLiyMvL4+MjAz279/P0KFDCQ4OZuTIkZSWlhIREcG1116Lt7e30IbZunUrra2thIaGUllZCUBgYCD33Xcfe/fuHaSb+03sJ+9AdDod/f39rF59lrx9+/btjB49mhMnTuB0OomMjGTDhg3s3LmT2NhYfH19ycrKIjU1lWPHjomZi4HKdm63+7xzFl8WeUgAISnN+alEKJJo1ahRo8jMzGT16tX09PTw3HPPMXPmTBYuXEhBQQEfffQRFouFsWPH8pvf/Ibw8HCOHTtGeno6zc3NrFu3DrVazQ033ICfnx9KpRK1Wk1rayt33HEHfn5+9PT08I9//IPnn3+eVatWMWfOHJxOJ/PmzaO/v5/NmzdTXl7OpZdeSk5ODh0dHaSkpDBx4kSSkpLE6Pvhw4cH7eASLd83pVHIysrCaDQKIOH3OUMjbSIS052npyd33303zc3NrFq1Cq1WS11dHSaTCS8vL3x8fIRCXFRUFEuXLqW0tJTt27fz8ccfC+0gLy8vEV1UV1dzySWXUFpaSk1NDV1dXeTl5XHmzBkuu+wyIYBVXV1NfX29mEAvKCigt7eX3t5ejEYjl156Kffffz9/+9vfhPMAaG1tZdu2bZSVlREUFPStdIa+DalyMmclLCWLA54EfIE7gNbPf/+o2+3e9Pl7/mtpS5vNRlBQEPHx8TQ1NZGWlsaxY8ew2WycOXNGVJfVajW1tbVYLBbWrVvHG2+8gVwuF+HzVz3wX5W2SNHKTy0CsdvtTJ8+nd/+9re89tpruFwu5syZQ1VVFQaDgQ8//JBnn31WqKU9+OCDGI1GoqOjiY2NFXMZEiGwhO2QbNiwYSQlJQkgWGZmJomJiYwYMQJADIC99dZbuN1uRowYIeoaKpWK6Oho1qxZI4XJzJkzh8WLF7N582beeOMNnE4nSUlJ1NXVCUV6u90uZBpKSkpQKBSYzWZ6enqEKLnEVJ6SksKUKVNoaGggKCiIN9988we57m63WxQg6+rqyMrKYuvWrQQHB5Ofn4/dbheC6HC2QNrd3c3vfvc78R2k41itVgICAtDr9Zw4cYKenh5KS0sFLslqtXL11VcTFxfHggULeOeddzh06BBGo1Gkrs8///wgsmWXy8XRo0eZMWMGt9xyC6+99tqg+1pcXExra6ug/vym9p3UQGQymQJoAMYAtwA9brf7L194zTeSttTr9W4JbiuJ5ZSVlSGXy9FqtTgcDjE1Kymmu91ujEbj/0Rx7ruwkJAQgoOD6erqQq1Wc/fdd5ORkcGJEydoamqiqKgIHx8fHn/8ccLCwigqKiI1NVUgO41GI1VVVYSGhpKeni6O63Q66e3tFaC75uZmgoKCaGhoEFOinZ2d5Ofnc+ONN6JQKLj44ovx9vZm8+bNmEwmQSOZmppKdXU1gYGBXH311VxzzTX89a9/FemlXq9n+fLlLF26lN27dzNv3jw+/fRT/Pz8SE9PJy8vD41GQ3JyMt7e3rhcLmbMmIFOpxN0Ay+++CJNTU00NTX9oHwuGRkZOJ1Ozpw5w5133kl7ezuffPKJ+Lufnx8jRoxg37595+A4EhISBrXCpWnw8PBwxowZg0wmY/fu3UKF7vHHH2f79u20t7ej0+m44YYbWLduHSaTiYsuuoh169ZhsVjw8fEhOTlZOLXq6mq6u7svWG/6pkXU7yqFmQ5UuN3umi/xZpcBH7vd7n6gSiaTlXPWmXyptGV/fz8hISEiEnG73ZSUlAg03UB+it7eXvr6+vDz8xNFwJ9KqvF9mUKhoK2tjezsbBISEvD09MRsNrNq1SoCAwO55pprCAwMpLe3l8TERMFcJYkqSXwpBw4cIDQ0FJVKhVqtJjIyEpVKhbe3NzNnzmT79u0cO3aMxx57jN7eXnp6esjLy+ORRx5h7ty5TJw4ETibcg4bNowRI0ZQVVVFQUEBdXV1lJSU4OHhwZ133klYWBhyuZxrr72WoKAgFi9ejKenJw8//LAgxSkqKmLmzJmEhoayZs0a7HY7DQ0NaLVaLrvsMq6++mo0Go0gDe7q6mLcuHFMnDiRJ598kvLy8h9MArSgoAA4m4pdfPHFPPnkk3h4eIiNLS0tTUzISubv709qaiq5ubmCOV66nxaLhebmZhobG0lJSRFzRePGjaO1tZWcnBxUKhVPPvkkf/jDH+js7OSZZ54hMzOTG2+8kZaWFvbv309JSQlWqxWj0UhDQ4OgNfwuEdbfVQTyNpDndrtflslkTwE3A2bgOPCA2+02fVNpS2Dk5MmTxSL/qaUQP6ZJAt59fX3ccMMNuFwuhgwZQkFBAS0tLTzwwANMnjx5kO6H1I3q7++ns7OTwsJCVq1ahVKp5Pbbb+ftt99m6dKlpKSkiPc4nU4efPBB7HY7zz//PBaLBbPZjNFopLCwkJaWFlwulxiYq6+vZ+rUqcTHxyOXy0Vxd9u2bVRXVwvpgZaWFsaMGUNkZCSdnZ309/ej0+nQ6/UCE9Hb24tcLqenp4f6+nqRrkqco1arlZaWFk6fPo2npydtbW2cOHECq9VKUVERhw8fFpo137ddddVVXHXVVdx+++10d3cLHhkJrTvQxo4dS21tLU6nk5aWFrEZ6vV6kS57enoKWZKpU6fy29/+lqeeeoqmpiaWLl1KZGQkFRUVJCYmMmHCBOrq6lixYgXbtm0TU9CS2FRdXR1dXV0XPPcfLQKRyWRqYB7wyOe/ehX4A2f1cv8A/JWzWjDnO8HzegO32/0G8Mbnx3fv3btX+v23Pd2flUkF3RkzZnDjjTdSW1vL8uXLSUlJ4ZprriErK0tEbIGBgRgMBtFBUCqVtLe3s3XrVsrKyhgyZMggDIgESHK73ZhMJhQKheCSVSqV1NXVUVhYyKZNm9BoNISGhnLs2DHmz59PREQEn3zyCX19fUyfPp3i4mJ2797NkiVLhCj6tGnTxOI2mUxs2LCBSy65hD179nDxxRfj5eVFa2srTqdToIrDwsIwm814e3sjk8no7OwUkelAmUlJJ8bX15cxY8bQ0NBATU0NpaWlg+gWvysRLIVCwYQJE/jDH/7AO++8g0wmIzAwkJiYGIKDg9m6deugAr702VdeeaWoZUh/k7qI/v7+ot3d2trK4cOHufXWW+no6OD+++8nNTUVf39/ZDKZaMW++OKLhIeHi2sq8bB2dHRcMBqT1Aq+qX0XKcwlnI0+jADS/wFkMtmbwIbPf/xG0pafH/M7OM2fj0mVe7vdTkpKCs899xytra0888wzQlrx0KFDJCUlCSyM1O6VFrLNZiMiIoLrrruOqKgo6uvr2bx5M+np6QQHB2OxWPD09EQmk6FUKrnrrrvw9/enp6eHm266iTFjxuDv709MTAzz5s0jPz8fq9XKmjVrkMvlNDc3C2mN/Px80tPT2bVrF1lZWfj4+NDS0oJKpUKn03HixAl27NhBa2srCxcuxNvbG4fDIXgsmpubOXXqFB0dHXR1dXHLLbdgNBopKiqisbGRuXPnUlBQQGhoKPfffz92ux2TyYTb7Wb16tXIZDIRzg8cMBzoPL6MI+V8plarBcH31Vdfze9+9zu8vb3ZuHGjmHhta2tDrVaLsfqAgABMJhMGg4H/x955h0dVbl38d2Ymk5kkk957JYWEEkJvoUmvKoiCDTsoXivqtSvXjh0bggii0qT3XiQFAqSQAiEJ6b1nMpnJfH/geW9CUari/VzPw0MymXLOmXP2effea6/18MMP88gjj7TjIck1vJKSEtzd3Rk3bhyLFy+mrq6OvLw88vLyCAoKIi8vj06dOgkC5fr16zl+/DiHDx/Gzc2N5uZmoYtaXV1NY2MjnTp14vjx4+2uJbVazahRo9ixY8cVn4vXIoBM5WxxFADZF/e3XycCKb/9fEXWlv/gwpA1I4YPH05KSgpLly7lxRdfxNvbm7y8PIYNG4aTkxN1dXXt0hFAMB5tbW0JCQnBxcWFiooKQXbSaDQYDAZMJhMqlQo7Ozth0vXKK6+wZcsWHBwc6NGjB9HR0bi5uREdHc1tt91GTU0NDQ0NZGRk4Orqymuvvcbp06fRarVC1dzf35/o6GiampooKSmhc+fO3HHHHXTt2hVra2vq6uooLS3l6NGjBAQE4OXlhb+/PxUVFfTo0QP4b1AKCwsTz9u6dSvyajUpKYkjR45QUlKCQqHAysrqdynk8ozUpdbMWlpaBClx9OjRLFmyBL1eT0hICB4eHoSFhZGQkEBycjJubm6Ul5dTXFxMZGQkjz/+uDDAlrt/Go2Gxx57DG9vb44cOcLgwYP59NNPRYCRJIlu3boxatQoUlNThWDUo48+ipWVFbm5uRiNRjIzM0WQyMnJQaPREBwczJQpU6irqxMjC3LL/GqlI68qgEiSZAUMAx5s8/A7kiR14Wx6kiP/zWw2p0qS9DOQxllry5l/1IH5B+dDvrvV1NQQEhJC9+7dWbhwIc888ww+Pj64urrSo0cPdDodzc3NODs7n/celpaW/Prrr1RWVtKhQweSkpIYMWIEjo6OGI1GmpqaUKlU7N69m0GDBqFQKCgtLcXGxoa4uDjh67pp0yZiYmKIiopi6NChorDdoUMHunfvTlNTEw899BCpqakEBATg4eHBgQMHCAkJwdramiVLlhAQEEBISAi33HIL1dXV5Ofn4+7uTkZGBt9//z0WFhZ88skneHp64ubmhkKhEASrffv2kZ6ezvjx41m7di1ffvklBoOBiooKfH19Be/FyclJGEC1hUqlElac+fn5oqt3KUVGlUpFeHi46JrExcURFhbG1q1bUSgUjBw5EkdHRwoLC7njjjv44IMPAKioqGDt2rU89thj3HTTTRQXF5OVlcWECROYOXMmK1euxN7enp07d3Lq1CkqKiro168fISEhZGVlsXTpUubNm0diYiKvv/46DQ0NgpckM2LlAKLT6Rg6dCjZ2dlERETw4IMPkpSUREVFhVCQkx3trhRXFUDMZnMj4HTOY9N/5/lvAm9ezWf+f4c8vyD7v37wwQfMmDGDAQMGiJqAs7MzZrOZxsZGNBoNWq223XvIr5e9Uz09PcnOzhaUaY1Gw+7duwkICECpVIolsew2D2fvwDU1Nezbt4///Oc/PPnkkzQ3NwtylZx3jxw5kgkTJlBRUSFWGxUVFcyfPx8fHx/69OkD/LeeYzAY2Lx5M9XV1bz//vuo1WqhbVFYWEhubi5KpZIzZ87w3nvvodFo2LVrFwMHDuSmm27i8OHDqNVqnnvuOcFbWbJkidAVra+vF3ySgQMHsm/fPurr6wUd4FLTZVdXV8LDw+nfvz8///wziYmJaDQaUWt4/fXXmTRpEo888gh79uzB3d1diCjdcsstaLVaSktLKS8vJzo6mhdffJEffviBRYsWMXHiRE6cOCGo6/fccw8pKSns27ePf//732RlZfHCCy+IVYSclp67/TqdDkmSGDx4MM8//zy+vr6o1WpRc2lubhYKZVeKG56J+g/ao76+XlDxs7Ky+Ne//sWECROor6+nqamJsrIy9Ho9Xl5eqFSq84IHnF22xsfHk5WVRXJyMt26deP2228X5CZZhFemqpeWlqJQKPjqq6/EOH5ycjJOTk506dKFhIQEZs2ahY2NDX5+fnh6euLr68uYMWP4+eef6dSpE5IkCQV9a2trJk2axPbt25k9ezbjx4+npqZGTBBXVlYycuRIkpOTGT16NGfOnGHfvn2cOXOGIUOGEB8fj8FgoLq6msDAQEJDQ6mqqqKwsBC1Wo2vry9ubm6YTCY2bNhAa2srS5cuJTc3l40bN1JcXCz8aCoqKsRxuZxaW4cOHZg8eTLFxcWsXbtWdIzgbC2jpqaG6upq7r//fkJDQ2lubuahhx7CyclJUPlVKpWYnfn1119FAVin0zFnzhzc3d2pqanBzs6OJUuWMHbsWFxdXXniiSdE8JDrUA0NDaSnpwvBIEmSqK+vJygoiE8++QSA6dOni85bdnY2RqNR6M5eKf4JIH8zyINuw4cP59ixY8TGxqLRaDhx4gSSJOHt7Y2rqytwVmW9qqqKNWvW0LFjR6KiotBoNHh4eDBs2DBCQkL45Zdf2LNnD1VVVUL4Z9u2bfTo0UMUALOzs7G2thYt1d69ezNw4EAOHz7MoUOHaG1tZebMmTg5OWFvb09WVhZhYWG0tLQwc+ZMkefX1dVRVVVFSkoKZWVljBgxguPHj7N79260Wi3du3enpqaGgQMHkp2djVar5amnniI3N5d+/foRFhbGwYMHOXHiBF27dmXs2LFkZGSQkpKCi4sLOp2OHj164OLiwtGjR+nYsSPvvvsuY8eOZdeuXfzwww9oNBrc3d3p3r17u47M5SjYKxQKRowYweHDh9FqtZSUlNCtWzehqWtvb09VVRWxsbEALFu2jLS0NCZOnChWCZ6enlhbW9O3b1/8/PwoLi5m4MCBjBw5ksmTJ6NWq0lNTSU5OZmmpiaCgoJ47bXXuP/++4Xxu0ysi4uLw2QyYWNjw4wZM6ioqBCpj2xf8uijj5KXlyfYvzLkYcgrxT8B5G8GrVaLj48Phw8fxsvLS5w4FhYWVFdX4+LigkKhoLKykvLycjw8PPDz86O+vp68vDw8PT1JSUlh+fLlnDp1iqKiImpra4X9Z2hoKF26dGk3vp6cnIy9vT1RUVFs376dw4cPC8OpRx99lM6dOzN48GDy8/OZNm0aL730EnB2SS0bgslyfDY2NpSWllJYWMj69evFxO6wYcNoaWlh9uzZok0bEhLC3r17sba2xtHRkbi4OG677TaSkpJQKBS88MILFBQUsHnzZrRaLQ4ODpSXl7Nz5048PDzo2LEjP/74I2vWrGHPnj34+vpy6623cuTIEUJCQkhNTcXNzQ0PDw969+7N8uXLL4kzotPpcHZ2ZuDAgXzzzTe4uLgQGhpKRkYG1tbW9OvXDwsLC2655Rax4hk4cCBqtZpNmzbRp08ffH19+emnn7CwsCAtLY2goCCMRiN1dXWoVCoyMjJ4//336dWrF3feeSetra3Mnz+fPXv2iFXGrbfeSnh4OIcOHQLO8kYSExNJT0+nR48efPrppxQXF3PTTTexb98+kpOTRfoqB5Hi4uJ2nkqXi38CyA0OWUzY0dFRkK/kWYro6GhsbGxobW2lc+fO7XJZW1tb0VEZNGgQgKhlpKens27dOurr67Gzs6OlpQUrKysaGho4cOAAHTp0ICwsjIqKCjZs2EBCQgI9e/bk4MGDKJVKXnnlFXbv3k1VVRVpaWlIksTw4cNZvnw59913H9XV1dTW1nL69Gk8PT2FvUBzczMGg4GYmBhWrlzJjh07aGlpQaPRkJ6eTmZmJnq9XmiFhoaG4u/vj6WlJRYWFpjNZjZv3kzHjh0B2LJlCykpKXTq1Ak7Ozs2bdrEgQMHRHqTl5dHbm4u+fn5xMTEoFarefHFFzEYDISGhuLi4oKTk5MoKst3dvm463Q69Hr9eRogt956K1OnTiUjI4OVK1eK7dLr9fj5+fHUU0/h4ODAxx9/zLx583Bzc6OiooKYmBjeeecdDhw4IOwXlEol9vb27N+/n61bt/Lss8+yatUq3N3deeqpp/D19UWv1zNr1iwOHjxIU1MTJpOJTp06MWXKFO6//35aW1vx8fFBrVbT0NBARUWF8NextLQkOjoaKysrTpw4IQSP2qZuV4N/AsgNDlldW6/X8/TTT3P69Gl0Oh1ZWVkEBQUJJqq8EpHrI0ql8oK57a+//srSpUvbDXDJVHQbGxshAqzRaNi7dy+FhYV0794dX19fIc60ePFiZsyYgV6vZ+7cuXh7ewu/kjvuuAOdTscnn3xCXV1duxpMWVkZlZWVdOrUiYkTJwruSnl5uZh1aWhowMLCgoqKChYuXMiECRO4+eabsbW15fXXX2f37t34+vrSu3dvtFotERERNDc3c/ToUfLz81EoFNx1113U19dz5swZNmzYQGZmJiNHjiQ6OpqKigrUajV1dXWioJuYmEh1dbXwCDIajdxyyy2Cri8L8MiQW9BfffUVtbW1PPXUU4L9KUsU/vDDD6SmptKhQwfuvfdeOnfuTFRUFK+++iq1tbXEx8cTERGBu7s7b731Ft988w3Dhw/Hzs6OkSNHUlBQgLOzM1ZWVrz22musWbNGtJg7d+7Miy++yBtvvEFJSQk9e/bE3t6eiooKUlJS2m3r4MGDaWlpEZO68o2iLa6GTPdPALnBIXcnlEolWVlZeHl5ERoaSkFBAenp6fTv31/4kcgaFfBfsllbVFdXs3nzZmxtbbGzs8PBwUGIBkVERFBSUsKUKVOEhEJ0dLTgiQAEBQWxY8cOUlNTeeKJJ9rNy2zatInhw4eL0fxHHnkECwuLdtska5bA2Tbogw8+iL+/P88//3w7kpNSqRQKcmvWrCEpKYlx48bR2trK4MGDCQ0NRZIkTp48yY4dOzAajXTr1k0EKNmM/b777hMEuoaGBlxdXbnnnnuorq7m0KFDfPvttygUCiwtLXFxcRHsVmdnZxoaGkSruy3s7e3p168fGzduZNeuXYSEhBATE8OOHTvo0aMHTzzxBAcPHmTbtm24ubmxcOFC3N3dsbW1JT8/n5SUFEJCQrCysuLo0aOEh4eTkpLCxx9/jJOTE19++SWjR48mPT2dGTNmkJWVxS+//CKCh52dHY8++ihffvklCQkJxMbG8tBDDzFv3jwKCgraSSIoFAqys7MpKCjA0dFR3GzkG8y1UN/7J4D8DaDRaBgxYgTe3t6MHDkShULBwIEDRWHwhRdeQK1W/+H71NXVCd8R2VTI19eXpKQk6urqSE5OxsbGRuieWltbYzabiYuLw9HRUcxsyDhz5gzW1tai3WtjYyMMui5Ej5brITIMBgOxsbFs2rSJd999V4ziGwwGtFottbW1QvciKyuL9PR0wsPD6dmzJ/Hx8VhZWeHj40PPnj3JzMwkPT1dTGUPHjyYsLAwunTpApwV0dm3bx8hISHC9zg4OFgIKVVXV3P06FFB3d+yZcsFV3C9e/cmJCSEzMxM7OzsGDp0KImJiZSXlzN37lz69u1LZmYmH374IR06dMDS0pLjx4/zwAMPMGLECB588EGysrKwtrZm7dq1KJVKsrOzUalU7Nq1Cx8fH6Kjo4mOjubEiRPceuutlJeXI0kSgYGBDBgwgAMHDrB//37MZjPNzc1s27aNQ4cOCZ8ZOdjIolD3338/WVlZolYSGBhIbW2t4ICce6O5HPwTQP4G0Ov1LF26lNLSUuLi4pg6dSoJCQmUl5cTGhoq7tayB4iMcy9YGxsbMYWblpYmFMIDAgIwGo3079+fnj17iuG1VatWCbKZpaUlWVlZ7d4vNDSUSZMmkZqayp133omTkxNFRUXodLrzAkhLSwsHDhwgMjJSkNsOHz6M0WgkNjaWd999l549e/Lhhx8KWrycvslyfrGxsWzcuJHy8nK6dOmCSqWioaGBDRs2MG3aNCZMmICrq6soBi9YsICAgAAxA9SxY0d27NhBXFwco0eP5tChQxw4cIDKykpuvvlmvLy8yMjIQKFQXJDWbm9vL8YFtm3bxmOPPSY6Pj/88AM9e/akvr4eb2/vdgQ+R0dHDAYDxcXFjBs3jtGjR7N69WocHByQJImBAweKWoizs7Mwyv7xxx+pqqoiICCArl274u3tTXx8PMePH8fNzQ13d3fxO/x3UFKSJOzt7amurmbUqFHk5+eTm5srNFVPnjzZ7hy5mlkYxR8/5R/cCJCNrmJiYli1ahU7duxg/fr1rFq1iqqqKiEU3Ra1tbUiv5W1Obt27Sqcy6qrqxk2bBgdOnQQXZiWlhbq6+tZu3YtpaWlmEwmPDw8OHnyJAUFBeK9LSwsGDlyJJ07d8bFxYWQkBDBO1m1atV5hUeFQiG8YGT069dPyAAolUqmTJnCrl272LBhA926dRMFZGtraxITE+nVqxdhYWEYDAbhkWJlZUV9fT0ZGRkEBwcTExNDaGgoNjY2PPzww0I17dChQ9TW1uLu7o6LiwtJSUn06dOHm2++mZtuuoljx45RXl4u9EPPpbRLksR9991Hly5d+OWXXxgzZgyWlpacOnWKoKAgevfujUKhwNbWFiendtxKvL29+fzzz8nPzyczMxOFQsG0adPw8/Nj9+7dVFdXs2fPHgBR0DYYDLi5uQlFtzvvvBODwUBubi56vZ533nmH0aNHExsbi7W1Nf7+/lhbW6NQKPDw8MDW1pYePXoQGBhIamoqvXr1IjAw8LzVRmtrK7W1tVdySp79Xq/4lf/gT0Vraytnzpxh/vz5pKamEhkZSUVFhehiVFVVCREd2brQxsZGtOhkv5Dw8HBsbGxEl6Nz58707duXwYMHi8LmokWLKCgoYMaMGYSGhorPGz16tEiVTCYTarWagQMH0qdPHywtLcVddPjw4VhaWgrK+86dO6moqCA2Nlb4n8iQFdDk1EjuGq1YsYInnnhCiBi7urqyfv16unTpIjyCtmzZQmFhIVOnTiUoKIj8/HwOHz6MhYUFKSkpVFZW0tjYSG1tLSNHjuTIkSNs27aNM2fOiEnZkydPUllZSWxsLKtWrcLT0/OCtYGoqChiYmL49ddfsbKyIiEhgc8++4xevXoxceJE4CzJb8uWLaxbt66dEp4shqVWq9Hr9SQnJyNJkgiYmzdvZvXq1SxfvhwnJyfs7OwoLCwkMzOTiIgIwsPDyczM5Ntvv6WqqopZs2ah1Wr5+uuvOX36NHq9noqKCuFEV1JSgr29PWPGjGHevHn06dOHpKQkUec5Fxcad7hU/JPC/E0gSRI5OTlUVVVhbW2NRqMhNDSUgIAAGhoa8Pf3FymLPIbf9mRJT0/H0dERHx8fRowYwaRJkwgPDxf6EzJ7VJIklixZwqxZswgPD6eurg6DwUC3bt1wdXXFy8uLZcuW0bt3bx566CGqq6uxtLSkpKSEsrIyOnbsiK+vLwBFRUXcfvvtlJeXo9Pp8PHx4fnnnycmJqbdvskXmRwsAPz8/HjjjTfo168fc+bMQa/XYzKZiImJobi4mNDQUPr06UNycrKwgnz22Wfx8/Pj3//+Ny0tLcydO5cePXrQsWNH0tPTRX2hU6dO7Nu3j23btmFra0tdXR0eHh68+OKLHD58+Lxjr1arefzxx9m4cSPTpk0jKiqKhIQEFi1aJPYV4NSpU+zfv5+QkBCampqE2DKcJfV169YNPz8/goODAXBzcxMF2fHjx7Njxw42b95MfHw8rq6u+Pv7880332BlZcWOHTvo168f1tbW7Nq1ixMnTtCpUyeOHj0qJCSdnJzQ6XRCLW7nzp1oNBr8/PxYunRpu9RFhpzyXSn+CSB/E8j1AJPJxGOPPUZLSwu9e/fm22+/ZfHixTz++OPCkgEQA1bymPr+/ftRq9UcPHgQtVrNQw89hLOzsyimdunSheTkZHbs2CHk/uUVxalTpzhx4gRjx47FwsKCkpIS4XpmY2PD/PnzueeeewgLC2vXdZEHvU6dOoXRaOTo0aPk5eWxdOlSQkNDxX7Jcz3norW1lbFjxxIaGsrUqVNJTk5GrVbz5ZdfsnnzZrZv305MTAwdOnSgS5cu3HrrrSxatIgtW7YwYsQI4GzheOfOnZjNZqZNm0ZSUhI///wzb731lqi/dO7cma+++krMiJwLOQ1oaWkhKCgIf39/5s6de17toFOnTkRGRop9MRqNPP/88wwePJgJEyYwffp0sVIDxJRwQ0MDe/fuJTY2lvj4eKZOncqgQYO49957mTlzJgcPHqRDhw5oNBq2bNmCt7c3U6ZMYcGCBdTU1GA2m7GyssJoNOLq6irkPnNycujQoQPffvvtBYOHg4MDo0ePZs2aNZd7Ogr8E0D+RlAoFHTs2JGEhARuueUWxowZw+jRo/nggw9Yt24djY2NjB07VtgyyNRzmYWZlZUlfFlqa2tJSUnBwsKCmpoajEYjra2tJCYmMnbsWHJzc/H398fT05Pi4mKqq6spLy8Xy3sLCwuio6Opr68Xefq5RVs3NzcxISpJEkajkezs7HY8BHmVdG4BuKysjJdffpmBAwcyefJkvvjiC0aPHs3BgweZN28eZrOZqVOnsnTpUk6fPk1OTg433XQTAwcO5K233iIxMVEovVdVVZGTk0NaWhq33347vXr14tZbb8VoNDJx4kSWL19+0eABkJGRQUhICJGRkbi7u7crPFZUVHD06FEGDBhwXtu6rq4ONzc3evToIYLFuejevTvvv/8+DQ0N/Oc//yEkJISbbrpJKLA3NDSIboo8ydyxY0eeffZZ8vPzaW1txdLSko8//piQkBBOnTrFl19+yZEjR/Dz80OSJI4ePXrB/bKxsWHgwIH88MMPf3DmXRz/BJC/EZycnOjVqxcjR47EYDBQVVWFj48Ps2bNYunSpbi6upKamoqdnR3p6emkp6djMBiwt7dn5syZ+Pj40LFjR0wmE2+++Sbl5eWkpaXRp08fRo4cidFo5Oabb8bV1ZXevXsDZ1t8zc3NYvgMzgaPbt26YW9vL4hobW0z5GBgZWXFqFGjhLu8hYUFdnZ2+Pn5tduv1tZWli9fzujRo7GxsSEjI4OPPvqIzMxMoTTerVs3nnrqKQ4ePIhWqxUK/b169SI+Ph6dTgdA3759Wb16NadOneKTTz7hyJEj+Pv78+STT5Kdnc2XX35JVFQUffv25d1336WpqYnTp0//7nE3m83Cs1Yu3MpQKBQ4ODgIXkV1dbVg92q1Wh599FHs7e3Pe8+8vDwMBgMREREMHjyYbt26odFo6NOnD05OTsKecvXq1dja2pKZmUlgYCDTp0/n+eefF/wUDw8PHn74YUJDQ3n11VfZt2+f+AyZ/3Eh8zRZJOrUqVOXJaR03vtc8Sv/wZ8OrVZLdnY2jz/+OLm5ufzrX/8iNjaWQYMG8Z///IfW1la2bt3KqVOniImJYfDgwVRXV9OhQwfRzZBJWgEBATzwwAMkJiYyePBgrKys+Pnnnzl69Cj33HOPKJZWVlYSERHB+PHjRWAYNGgQ4eHhpKWlYW1tzfbt2/H398fGxgY4e+IqlUo8PT0ZNWoUjo6OoujauXNnHBwc2u2XQqFg1KhRWFtbA2cvinvuuYfAwEAsLCz45ptv8PDw4KGHHmLTpk0sWLCAhx56iOPHj7N//35RF9mwYQPR0dF069aN6OhoXn/9dYqKitizZw87d+6krKyM3Nxc4uLiiI6OJjs7m3HjxpGcnHzB461UKtHpdJjNZiwsLMjMzBSpkQwHBwd0Oh2HDx8WQ4iDBw8WXa/y8nKsra0pLi6mpqYGNzc3HB0d+eKLLwgPDyc2Npbg4GAsLS0pKyvDysqK999/n6SkJGJjY+nSpYuop9x///1kZGRgZWXFCy+8gMFgoHv37gCC6yGvSOTC9MVWVv3796epqYm5c+deleLfPwHkbwSTycSkSZOoqKjA1taW2NhY7OzsOHXqFK2trTg7OzN48OB2pLK2XQ+542FhYcGtt96KlZUVnTt3Rq1WU1hYyPDhwxk6dGi7qnxtbS0ff/yxuEt3796diRMnkpycTEpKCp6enpSVlZGUlES/fv1EunL48GHs7e2JiIhop4gmpykyX0GegpVXEPJ+Njc3k5OTQ6dOnQgJCSE9PR2dTkfHjh3Zv38/S5cu5fHHH2fHjh20trZSVlZGWlqasFCIiIhg+vTpLFq0CGdnZzp06CD0P3755RcSEhKQJInMzEzOnDlzweOt0Wi44447cHBwoK6ujgcffPC8NE3e3qKiIpRKJYGBgWL1JTskKhQK0SK2tbVFqVQyffp0XF1dycnJYd26dQwbNgxbW1uioqLYs2cPUVFRFBQUsHPnTnr06MF9992HyWRiy5YtvP322xQUFJCVlUV0dDQ//PADzs7OZGdni2NqMpnw9/dHpVKdN2ns5ubGPffcw3PPPXde6ni5+CeA/I0gt1bd3d2ZOXOmaOvdc889nDhxgtjYWGEFKgsGl5WVCSUvOYDIbb60tDRB9a6trW3XUYCzBLYjR45w8OBBoegdGRlJTEwMSUlJLFu2jA8//JDRo0fz0Ucf0blzZ1HR3759Ow4ODvTr16/dCSqnMvDf+kdDQ4MY8jIajTz++OP8+OOPWFpasmjRIsaPH09MTAxKpZIxY8awYsUKJEkSA2wbN27E2toaFxcXmpqa2L17NzU1NZSWlnLy5Em+++47lEql8OaVRaN9fX3ZvHnzBR3s1Wo1NTU19OrVi6FDh9LQ0NCO36HX64VhtaWlJePGjWPUqFHCPlUuDMvs0KioKNFSz8/Px8fHBxsbG1auXImnpychISEMGTIEW1tb3njjDT744AOys7OZO3cutbW1vP/++4wcOZL+/fszcOBAKioqeOihh1i1ahXR0dHC6KqoqIinnnqK7du3U1paKkSj2mLatGkkJycLY3l55Xcl+MPQI0nSt5IklUqSlNLmMUdJkrZJkpT12/8Obf72nCRJJyVJypAkaXibx7tJkpT8298+lq5GBun/MQwGAw0NDSxfvpwvv/wSX19fvL29mTBhAoAIHnB29kWelpVPory8PE6ePEltba0gTKlUKmxsbNp5pMqKZpWVlaSlpYnHZcmAHj16cNttt9G5c2cOHTqEhYUFJ06cABDOdx06dBB2oPJ7yktqOaiYzWY+/PBDvvrqK7Etrq6uGAwG6urq+PTTT2loaBAneXV1tQg4stFY165dRRciOjqacePGoVQq2bNnD3fffTe9e/dGp9MRFRWFu7u78Lft1auXmM1pi5qaGqqqqrCzs8PKyoqUlJR2KySAtLQ09u7d2y74qFQqTp8+zddff83ixYvFfjY1NbUbWHN0dMTGxoaysjIaGhp45JFHuO+++9DpdGL/HB0def3119mzZw/z588XdaNOnTqJVGf79u3s3r2btWvXcuDAAXJycrCwsBAyC4WFhRc0sho8eDBbt26ltrYWS0vL674CWQR8Cixu89gcYIfZbH5LkqQ5v/3+7G/uc7cBHfnNfU6SJNl9bj5nvV4OARuBEcCmK97yS8DliMT8nSA7s/v7+5OcnExZWRnvvfcednZ29O3bl/79+6NSqXB2dmbIkCGYTCYx0avX68nLy6O2tpaePXvS0tJCdXU1Op1OFPtaW1vJz8/niy++YNOmTe1mQmxsbPjoo4/Izs6mubkZjUbDmjVrOHHiBIGBgXTv3l0YS51rZSALHslobW0Vdpg7d+7EYDCg0WgYPXo0y5Yto66ujv79+4vhPo1GQ2BgIH379iUvL49HH32Uqqoq8vLyCAwM5PDhw0KI6M033xTdpjfffJOUlBS8vb158803MZvN2NnZUVNTc8H0xdramvDwcFpaWvDw8KBXr15iX2RbTbVazUcffURjYyM333yz+Luvry/Tpk0THTD52NfX1+Pp6QkgirCrV6/m559/5vbbbxd6J/v27ePo0aM899xz5OTkcPjwYYKCgnj11VcJCQkhPz+fFStW4OrqyksvvURgYCA6nQ4bGxu8vLwICAjgww8/FJT8trC3t+fpp59myZIlgszWtWtXUlNTr/hcvCRjKUmS/IH1ZrM58rffM4BYs9lcJEmSB7DbbDaH/uZ9i9ls/s9vz9sCvMJZceVdZrM57LfHp/72+gfP/awLfPb/XgS4RpAkib59+6JSqTh+/DiTJ0+md+/e3H777ahUKk6ePImtrS0uLi7k5eVRV1fHe++9x4svvohKpcLX15eysjLy8vLo2LGjEBUuLy9n6tSp7Nmzp10AtrCw4Pnnn8fb21sskefMmcPWrVtZs2YN7u7uLFu27Dy26YUgM2dlrQw5PZB9YAoKCmhoaMDX11cYZY0YMYKffvoJvV6Pk5MTSqWSkpISjh07hlqtpkOHDnzyySecPHlScDJaWlq49dZbsbCwwMvLi4aGBn7++WcKCgrIycmhsLAQSZLa0fRjY2MZO3YsH3zwATt37qRDhw4A7ch5ra2tHDhwgLq6Ovr163ceGUtWg9+7dy99+/bF3t6+HW+kpaWF+++/n4iICIYOHYqFhQVFRUWcOnWK7t27YzabhZra8OHD2blzJ0ePHmXhwoVER0czatQoPvzwQ7p27UpFRYXQUpHtLM6FhYUFs2fPZteuXRw5cgSz2UxoaCje3t5kZGRw5syZK8oIrjSAVJvNZvs2f68ym80OF3Of42wAectsNg/97fH+wLNms3nMJXz2BTfwYmbYVlZWwtnr/wsiIyP56KOPqKioYNiwYZw+fVp0RSwsLNDr9axdu5by8nLi4uLQaDQ8+uijeHh4YGlpSWtrK7a2tsTFxXH06FE2bdrEvn37zhtlDw4O5qWXXsLGxgY3NzdsbW3JyMjgmWeeobGxkUcffZSsrCw+/vjj85b8F4JcR5DrH+Xl5RiNxnYm0YDonjQ2NuLt7Y27uzvl5eVs3LiR8PBwysrKqK+vp0OHDuTk5PDLL78QFRVFXl4eKSkpBAUFYTKZSE9Pp3PnzigUCqKjozl+/DjJyckMGDCAjRs3Ci2N8ePHc/vtt1NSUsJ9990nNE1kU6u2kIf9zr3b79u3j/Xr13P48GEGDBjAE088IbpUcDYAHT58GH9/f6FhK69ujh49yo4dOzCZTKIlnJ2dzbJly6iqqsLW1paHH36Y7OxsVq9eLUYXfm88X9ZOkZm2HTt2JDY2lu3bt1NdXU1xcfFf6o0r42Luc5fsSgfnWVsCZ/kIOp0Oa2trysvLBTNTzvGsrKxwdHQkJCSEQ4cO/anmyn8lZAsBeaaipqaG0aNHU1xcTF1dHdHR0Rw9epT58+djNBqxs7PDy8uLDh06UF9fj1KpRKvVkpmZSXFxMUuWLMHJyQlra+vzAohGo6G4uJjXXnuNW2+9lZiYGBYuXMiZM2cYPXo0wcHBGAwGdu7cyejRowWlvqGhod3FI6OwsJDPP/8ctVrNK6+8glKpvCBnQZ5Q1Wq1+Pn5CVGktLQ0AgICuP322zlw4ADLli0jNDQUS0tLFi9eLNiX8hg7wNGjR7nppps4c+YM5eXllJWV8c033zBz5kwhB3Ds2DF8fHx49913260aLkT5PlcOUL4h9+rVi3Xr1jFq1Cjuv/9+sf/19fWo1WrUarVI8+Qp2oKCArZu3crmzZu56667yM3NRaPR4OzsTEZGBv369SM0NJTg4GA+/vhjUlNTL1nTo7W1lSNHjojj6e/vz7Jly8RM1ZXiSgNIiWwg9VsKI5tLXMx9Lv+3n899/II419oS/iuHV1NTI0x1+vbtS2lpKU1NTcycOZP169cLEVoZv6fO9b+A1tZWPv/8cxoaGvD29ubUqVMsWrSIefPmMXHiRAoKCggMDGT48OF8+OGHfPzxx/Tu3Vs4uNfW1lJUVEReXh6hoaH861//Ijc3l507d7b7HFkT9c0330Sn03Hw4EGhsh4aGkpLS4tgZCYnJ9O1a1d8fX0pKirikUce4Z133iEwMLDdBWdvb09MTAyRkZFYWFjg4OBwHkdEr9ezefNmmpubmTx5Mnv27GHixImi4Lt3715++eUXwVPZtm0b6enpFz1ewcHBVFZWkpiYiI2NDV26dOH48eN88803BAUFERYWRmpqKr6+vrS0tJzXffkjGI1GioqK8PDwYO7cucDZIHPkyBEsLCyIiooSz1UqlezcuRMbGxtcXFx47bXX2Lx5M++++y4RERHY2tqyevVqFi5cSH19vZg52rdvH42NjYSFhVFVVUVFRcV5089toVQqMRgMmM1mfHx8CAsLY8uWLSKAXUi5/1JxpQFkLXAX8NZv/69p8/h57nNms9kkSVKdJEm9gDjgTuCTy/1Qs9lMS0uLCAbHjh3D29ubTz/9lKKiIjIyMtqlL7JHqTxs9L9YUAUENbygoIBFixYxevRovLy8WL9+PXZ2dmg0GpYuXUpkZCTDhg1Dq9Xy448/cttttwGQmprKnDlzhOCQTGtvi7FjxxIeHi7kBmUls9raWrKyskhJSRF2Aa+++io7d+6kT58+WFlZERMTQ2pqKp6enu1WIg4ODqImMWfOHFFcbG5u5vjx47i6uqJUKkWQKi4u5tVXXxV+N7I0QE1NDYsXL8bR0RGdTicKpBeCp6cnqampQvMkPT0dd3d3MjMzufvuuzl48CCzZs1iy5YtopAqT9vKNZDKykry8vIIDw8/bzxe9v5tbm5ut695eXnnTb3KWrZVVVVs374dJycnYRHx9NNP4+DgwJIlS4CzK+xp06bh6OjIrl27MBgM1NbWCp2Q77777qLShG1XKUqlksOHDyNJEr1796ZHjx7MmDHjgq+7FPxhAJEkaRkQCzhLkpQPvMzZwPGzJEkzgDzgVvhD97mHOdvR0XK2LnLZHRiVSoW3tzf5+fnCN/XEiRN8//33wFnSlHziyG2+6urqCy6L/xdhNpuprKxk48aNVFVV0dLSws6dOwkMDOTEiRPCaNrW1paIiAhycnJ44403WLduHZIkXfSiUyqV9OrVixUrVnD06FFqa2tFeiKLHQPk5uZSWFiIo6MjERERfPDBB/Ts2ZPZs2djaWlJcXGxEEiGsxdQYWEhR48epbCwkODgYFJSUvjss8/w8vKiX79+REdHExUVRUlJCatXrxaF3QuxACorK6msrLzgYJ6MvXv3MnbsWNzd3dmzZw8NDQ24u7sLxbMZM2Zw8uRJQkNDhTeOvK3Hjh0jODiYiooKiouLCQgIuKCal7Ozc7sAbDabcXNzIzIyst3zcnJyMBqNLFq0iHvvvZfp06fT3Nws7EplQpic4nz77bfC9FzmzKSlpREfH3/JuqY5OTkoFApsbGwYN24ccXFxv7t6+SNcUhH1r4QkSWY5T9Rqtdx+++0cO3aMadOm8fnnn5OdnU1wcDAajYaAgADWrVuHpaUl999/Px4eHrz++uv/bwLIhSBLDdbX1/Paa68BcOedd/LJJ59gb2/PDz/8QEpKClqt9oJ1IysrK5ycnISl5B+dL7L0XseOHbn99tvFymPYsGGYTCacnJzERSkXUcvLy7G3t+f48ePMmDGD8ePHc/PNN+Po6IhCoaCgoIDs7Gxmz55NQ0PDVa8klUolo0aN4tixYygUCoKDg9m+fTteXl488sgjREREYGVlJQqPbTtEvxecZOzevZvMzEw0Gg3jx4/Hzs7uvOfU1dVRVFTEvHnzmDBhgtAa2b59OwsXLhRpukKhwN3dXUzX/p7thBxUfg/Ozs706dMHCwsLIiMjOXToEFu3bqW1tfWGKKJeF8hVboPBQGBgIJGRkXTq1EkMNpWWlqJUKqmrq8PGxoaxY8fSp08f3nzzzQtGV5l9eaMHz2sBk8kkXN82bdrEO++8w/vvv88nn3yCTqcTq462SmHnvr6oqOiS73CyEdWZM2cwGAxYWFjg4eHBlClTcHV15ZZbbmHSpEnodDqxesnOzmbFihX89NNP+Pr6EhsbS01NDWq1mvr6el588UUSEhKu6k7ZFpIksXv3bnr27Mnu3bvJyckRQcXV1RV7e3saGxtJS0vDwsKC8vJyLCws8PT0FKr3bVFbWyvu6oCwkKitrb2gVm1lZaVIdR577DEcHBxYsGABH3/8MSqVisDAQCorK4UGil6vp7Kyku7du7Nr1y7BL4Gzeh51dXVUV1cLv5iLndeyW11xcTFvv/02K1euxGAwXDDAXfKxvNEvIkmSzAqFgiFDhpCbm8sDDzwg1L8ffPBBmpubSUxM5MknnyQuLo7CwkIeeugh9u7dy+7du/Hz8yM9Pb0dy1KmMt/o+36t4eHhwU033cTy5cvb1YrObYnLF8i1KD4rFAp69OjBww8/LNzq6+rqGDx4MKWlpQwaNIhVq1axefNmYmNjGTVqFE1NTeTl5aHValm3bh3e3t7CUPv06dNX5SYPZzt6QUFB1NXV0dTURHV1NZGRkSxdupTMzEzGjBlDYmIiGzZsYNSoUdjZ2Qnh5NbWViZMmIBKpRLj8uvXr2fJkiV8/fXX6HQ6WltbMZlMHD9+HGdn5/Omj8vKylCpVBgMBhISEjhy5AjFxcVUVFSQnZ1NWlqa+H78/f0xm80888wztLa2kpKSQmNjI+vWrQMQKmTyuSxPT18MgwYNYtKkSaxbt46TJ09y11138fHHH1NeXv6/uwIxm814e3uTlZWFUqnEw8OD8vJy8vPzyc7Oxt/fn9tuu41du3YJYtCpU6e44447CAsL47333hMCOw0NDf+zHZk/QlFREd999x3w3zmUC9UT2hoeyS3zK4EkSbS2thIXF0d4eDj9+vXD19eXw4cPi4ndkpIStm3bRktLC5WVlXzyySdER0fj7OzMt99+S//+/YWeqUajuSbt+ebmZtGpUavVqFQqBgwYwM6dOwkNDRVzLJmZmZSWlvLuu+8KHoZc+F20aBEvv/wyd999N/7+/sTExIjjKK+YQ0JCzhMdMhgM4hzNzMxk48aNFBYWUlJSwokTJ2hubkaSJKFsr1KpGDJkCN999x0nT56kurr6gvyntvt2Mci+Pa+++ipNTU0MHDiQ1NTUdoZal4sbPoAoFAq8vb2ZOnUqLi4uYvUhD5EdO3aMW265BY1Gw7hx41CpVDg5OZGVlcX06dPx8fERFotNTU3/s/T2y0XbY3AhLoHJZLqoZ6q9vb3oXMh6n927d0ej0eDt7S2Mnq2trdHr9aSkpHDgwAG2b98ubCCqqqoYNmyYCCSSJJGWlkZsbCxdu3Zl8eLF1NbWsmHDBrGtV6NbcS7ki1Cv12Nra8vYsWPx8fEhNzeX+vp68vPzeeaZZ2hpaRHU9ZdeeonU1FSCg4PZvHkzb7zxBqNHjyYyMlK0VK2trc+jvbeFwWBgz549wnRcPibyjS0wMJAzZ86g0+kIDg5Gr9fz3XffXTTFlOtbfwRbW1vuvfdeUlJS6NatG1lZWcTGxjJ37twLCh1dKm74AGI2m+nYsSNlZWU8+eSTODg4YGFhQVBQEOPHj6dz5864urpy9OhR3nvvPfr27cvBgwcJCgri1ltvZfHixWg0GiZMmEBCQgJZWVn/L9OXa4na2lqam5vFRajRaJg2bRrFxcXY2NjQsWNHnJ2dWbx4MTU1NXTu3Bl7e3uSk5PJy8vD2tqaIUOGkJeXx759+9DpdKLA6u/vz1dffUVubu413+6L3TxuuukmfH19KS4uprGxkWPHjqFUKtm+fTujRo2ioqICFxcX0tPT+e6773BycsLFxUWIOI8YMQKlUklKSgp5eXn07t2bDh06tOO0yI53J06cwN/fH1dXVzp06CBS7y1btqBQKDhz5gySJBETE0N+fn67QcYL4VyXOSsrK+zt7SksPJ9mtWvXLmpraxk3bhzNzc14e3tz88038+23317hEf2bBJCQkBB8fX0FFVmtVgvCjiyqGxYWhoODAw8++CBffPEFDz/8MFZWVri5ueHt7c3kyZOFfJ9Wq+XUqVP/BJErRGtra7tUIi8vj2nTpmEymZAkCQcHBzGJazKZCAoKori4WMgMnjlzhq1btwIIKrvBYCA/P5/58+df8+1VqVT06dMHLy8v1q5d2+6i0+l0zJ49W7Sf33zzTXJycnjxxRdpbW3Fzs5OyAr+/PPPhIaGCkOt3r17i5WBzKs4evToeczOiooKjh8/jtFo5MiRI0RERHD33Xej1+v56KOPSExMpKWlBVtbW2GmtWvXrktKtc89h1taWs5brUiSREREBJGRkeTk5LB48WImTpwoir//0+balpaWhIeH4+zsLCwNGxsbOXLkCMuXL8fX15fIyEhOnTrF4MGDhS6ki4sLJpOJ+vp6XnjhBerq6mhoaODuu+9m0aJF/wSPaww5DZK5KIcOHUKpVGJtbY2fnx+VlZXExMRgNpspKiqiuLhYrDLarmauNWQFtWHDhrFgwYLz7thDhgzBx8cHpVJJfHw8Xl5eaDQalEol06ZNw8rKitraWvbv3y+G/Orr66moqCAqKkqkyJaWlmg0Gh5//PF279/S0sKSJUvo3r077u7uwoZh06ZNrFq1isbGRoxGIx4eHjg6OooC6pXYTtrY2AjmdduWbkhIiEiFWlpasLe3x9XVlV9++UWkcFd8fK/4lX8SZHUn2Tg6Pj6eN954g4ULF7JhwwZycnKIjo5mzJgx6HQ6Fi9eTGtrK127diUxMZGwsDCio6NxcHBAoVDQq1cv0ZH5R5Lk+qOuro61a9cSFxfH/v37SU5Oprm5mbvvvltwKtpeLGq1GltbWwYMGMDAgQOFuI9arcbKyoouXbpcsgCOSqVi0qRJdO7cmRdeeIGMjIx2f7ewsMDV1ZW1a9eycuVKevXqxauvvsrDDz9MZmYmBoOBU6dOUVhYyKlTp/D29iY0NBQnJydqampEe9zCwkK0T2VFMEDogMiWGevWrWP+/PkUFBRw7NgxMc9lNpupqamhuLiYkSNHcscdd/zhvimVSuzs7LC0tBRUdHm2ydPTsx1pTR7YU6lUWFhYEBYWRkVFBRYWFjQ2Nl7VCuSGb+N6enqajx49Snx8vMib09PT8fLy4umnnyYqKopXXnmFsrIyampqeOONN7jzzjuprKwUX3SPHj2ErcB7771HamoqWq2W8ePHs3Xr1vOGxv7B1aNtvaFtm1ij0dDS0oJarRZpkFarxdbWFgcHBwYMGEBdXR1vvfUW8+fP58svv2TAgAEMGjSIxsZGUR/5o/NWrpV5enqSnp5+3rJeqVRy8803i7v1448/jpOTE1u3bsVsNvPxxx9z66234uPjw2uvvUZJSQmfffYZUVFRwqxp8uTJ1NTUUFBQQJcuXbCzsxPBQxbrkTVotVot8fHxVFdXi4v3888/Z9++fWJfVCqVSM//qGAsSRITJkzg9OnTZGRkCCtQSZJwd3fn0UcfFcRBOOvpq9FohFuhp6cntbW1PPDAAzzwwANUV1f/b7ZxtVotCxcuxMrKSrTXxo8fT3FxMUOGDMHOzo60tDT8/PzQ6/U8//zzxMfH4+zszIkTJ8jIyKCmpoaBAwcSExMj7nYhISH079+fTZuuq6bR/1u0vcDbpifyhSxrgdjb22NpaYmLiwsFBQUYDAYmTpyI2WymZ8+eeHl50aVLF2F7kJOT84efbWFhQUREBMnJyRe1NFAqlaxZs4awsDA2bdqEh4cHmZmZYtBw8ODBHD58GDs7OyorK7G2tmb//v0cPHiQvLw8nn/+eVxdXcnNzSUxMRG1Wi2U7JuamnjxxReZOnUqer0eZ2dnkpOT0Wq19O7dmw0bNvD2228LY28ZRqMRCwsLETxk0tqF0hmz2UxaWhoPP/wwzz77LGazGUdHR2H0pdFoGDJkCBUVFRw5coQDBw7g6upKYWEhtra2ZGVlccstt5CYmHhV6fwNn8LIB7S8vJzKykr27NlDWloahw4dYsOGDcTGxgp3rpCQEFatWsW3334rJiCHDx+OhYUFiYmJvPjii0Ilu7a2loULF56XE/+D6w+FQoGzszNlZWWcOnWKzMxM9u/fT0tLC3PmzGHIkCEoFAqSk5PR6/W0tLRQV1eHu7v7H1LJnZyccHd359ChQ+2sJs79fIPBgKWlJe+++y4eHh6Ulpbi6OiI0Wjk66+/xmg04u3tjaWlJUajkY4dO7Jp0yZMJhP//ve/CQoKAs7eiHQ6Henp6eTn54vPePLJJzl27BgPP/wwDz30kJBCeP3114mPj+fMmTMXbM22vZj/SOMjIyODPXv2CP0UWQ+3pqaG5ORk9u7dKxTe5OE7rVYr0q8lS5Zc9Q30hl+BKJVKQkNDcXNzw2Aw0NrayldffcXIkSMZN24chYWFvPPOO0RGRhIQEICbmxsjRozAxcWFiooKrKys+P7773nooYe4+eabOXjwIFZWVsyePZt58+ZdMkX7H1wbqNVqPDw8mDlzJomJibi5uTFx4kRBl/fy8iI+Pp4lS5Zw7733EhUVRVlZGbt376a2tpa7776bJUuWXJAbIuuJyJIPsoj0uZ9vYWFBS0sLM2bMIDY2FoD4+HgMBgO+vr5kZmbyxBNPYDAYePjhh2lpaWHw4MFMnz4dpVKJr68vWq0WvV5Pfn4+U6dOpaGhgcbGRvR6PXFxcQQHB3PrrbeiVCpZuXIlx44dIycnh6VLl553zkmSJG6Ul8t1iY+PJzY2loKCAlxdXTl9+jQKhYIuXbqwceNGkpOTCQsLQ6PRCJlFOTDZ2NgwdOhQPvrooyv4Js/ihg8gKpUKT09PtFothYWF9OjRg507dxIVFYWTkxNz587F09MTR0dH6urq8PHxQavVsnbtWtRqNbt27cLa2ppBgwbxzDPPUFVVRbdu3fjoo48uKuf/D64Ocv1DqVTi7+9Pfn4+VlZWwnsXzrJi7ezsGDNmjNBQPXnyJB9++CFZWVmMHz+e1NRUnJ2dKS8vZ8+ePVhaWnLgwAEkSbog49JsNovHZQ3YC0EmbA0YMAC9Xo+FhQW9e/emrq6OmpoaXF1dmTt3rhBfmjVrFrGxsZSWlvLTTz8xfvx48V6y2llZWRl79+5l1KhRREREiGE6X19fHnnkEebPn8+2bdsueMOSFdWB80YKfq87ZWlpSUNDg+B+lJWVodVqaW5upry8nGeeeYaDBw9SV1fH0KFD2bJlizBjd3FxISwsjIULF/5v+8JYWFjQr18/QdpxdHQUrMX169fTv39/dDqd6M9HR0fz9ddfExkZyd69e2loaODdd98lNzeXpKQkhg8fLlzWLC0tL3qS/YMrR6dOnUhPTycmJobRo0eTk5ODJEnce++9wlHP29ubyMhIampqyM7OxmQyYTAYiImJITQ0lLS0NLKzs3F3d+fLL78kMDCQnTt3YjQa6d+/P/v37z+P1v57F5ucztjY2KDX68nKyuLDDz9k+PCzxgFOTk7Y2Njw448/4uzsjJ2dHQcPHuTBBx/EwcGBffv24ezszOuvv469vT2tra1kZmYKUaa1a9fy5ZdfsnHjRrp3705oaChxcXFUVVXh4ODA7t27Lxg8fi9I/FFr22AwYGNjw4QJEyguLmbHjh2Eh4eTmZnJZ599xqxZs7jllltYvXo1iYmJBAUFCf0TX19ftm3b9kdf5R/ihg8gMry9vfHy8qK5uZmoqCiKi4vJyMhAo9EIWTYvLy/mzZtHS0sLeXl5uLq6ct9992FpaUlSUhLTp0/HbDaTkJBAnz59+PLLL//q3fqfglarxd7enueee45XXnmFO++8k65duxIQEIC1tTWWlpYUFhbi5eXFtm3bWLZsGSdOnBCSATExMdx0002CADh+/Hj27NlDnz59SE5OFvYTiYmJlz0To9PpqK+vp76+Xkx1P/vss0LPw2Qy8eqrr1JUVMShQ4ewsrJixowZ3Hbbbdja2lJdXY2bm5uY75EkCTc3N37++WdSUlLo3r07KpWKHTt2oFQq6d69Ozt37iQlJQW1Wn1RUpgcJHx8fCgrK7usG5pSqaSiooJPP/2U22+/nT179tDU1ISDgwM2NjYUFRXh4uJCVFQU27Zt47bbbiM7O5uysjIMBsNVtW9l/G0CCJxdGms0GjQaDfb29nz++eds3ryZ1tZWzpw5Q11dHZWVlRQUFHD8+HHuu+8+YfBcXFxMly5dyM3NJTU1lYSEhP83uqnXA5IkiYKmnFN36tRJjLz/61//4u6770atVlNeXs6iRYuIioqiqamJvXv3smDBApycnMRQmyRJnD59Gl9fX7p27UpISAipqanixHdzc6OkpISDBw9e9jCkPFJvMpnEfMrEiRMZOnSoqAmkpKRgY2PDE088wezZs4U/sMy1cHd3p7W1laKiIpydnTGZTMyePZuff/4ZV1dXKisryc3Nxc/PDwsLC5YuXSr27Y/qGmq1mvHjx5OYmNhOv/WPILeqt2/fjp2dHY8//jjffPMNVlZWwo/YbDYLJTh7e3v69OnD7t270Wq1jBkzhq5du/Lpp59e1vFsi79FAJG1O84dTAoICCA6OhpLS0usrKxwdXVl2LBhZGRkMH78ePbt24e1tTV2dnbcddddaLVaFixYQGpq6g03DyPfDeRl7h9pO/zVkMl95eXlQtn9/vvvJzQ0FL1eT8+ePYX838KFC9FqtZSXlzN+/HiCg4NpaGhgxIgRfPXVVxw4cABra2usra05ffo0Q4cOpaysjIMHDzJhwgR8fHxITEzk5ptvJjk5+aLWBReCr68vdXV1YuJUqVRia2tLTEwMra2t4uLevn07vr6+LF26lEcffZT+/fuLlYM8nSwX8auqqvj222/ZuHGjODd/+eUX4Xtz+PBh8vLyfne75FqQWq1m0qRJZGZmMnLkSDQazXl2Gr+HyZMn8/XXX7N//37uuusukpKScHNz47vvvqOxsZGamhoaGxsZOXIkmzZt4q677mLfvn2Ul5ezZs0acnJyrkoe4W8RQFpbW2lsbLygVUCPHj0oKirC1tZWVPElSRK9eFkWTl7CNjU1YWVlRV1d3Q1zcUqShKOjI7a2tqKK3qdPH/bv339FlObrDdkOUV4JOjg4iGJ3r169hNSh3JoNDw+nb9++Yunv6enJhAkTiIqKYu/evUyaNInevXtz+vRpnJ2dyc/PR6lUMnbsWHJzc/Hx8aFHjx68//77lxU84KxOrHwM5fSjurqazZs3M2bMGDGLM3HiREpKSli6dCkzZ87EbDZja2tLS0sL9fX12NraotVqWb16NUuXLsXDw0NMwco6IQD79++/pO2S96G5uZnly5djMpk4dOgQkZGRKJXKi3YH29ZMKisr6dq1K3PnzuWzzz5j06ZNYlV1++23U1lZSXFxMWPHjsXFxYWff/6ZX3/9FU9PT9H1Onny5FXJW1ypteW7kiSlS5J0XJKk1ZIk2f/2uL8kSU2SJB397d8XbV5zRdaWVVVVKBQK4ZJ+LsxmM6tWraK2tlaYTvfp04eePXvi4uKCo6MjarVadFxkd/XrNXtxJbCwsODRRx9l2LBh+Pv74+fnx8svv8xNN910SSZNfzZkq4ahQ4eye/du3n//fUaMGIGnp6dYSf3yyy+0trZiY2MjWJBOTk5UV1dTVlbGgAEDsLW1JTIyUtzh1Wo1qampJCUlUVtbi06nY/jw4dTU1PD666+Tnp5+2UG/bQCWVws2NjZMnz5dnFslJSU0Nzdz8OBBXn75Zfbt20dTUxMHDx4kISFBnCsrVqzgzTffZP/+/axdu7adydTVQD5mtbW1HDx48HepBW0V1E0mExs3bsTb2xsPDw+OHDmCyWTC1dWVyZMn4+3tjY+PD8eOHcPBwUHso5eXF48//jharZb6+vqrUmW/FCLZIs7aULbFNiDSbDZ3AjKB59r87ZTZbO7y27+H2jwuW1uG/Pbv3Pe8IOrr62loaKCsrIx9+/adJ/yrUCiEw1pgYCCOjo6iiCqLr5hMJk6dOsX8+fOprKxEp9MJVutfOQ8jSRI6nY6wsDCmTp3KsGHDBMMxNDSUzz77jPnz5+Po6PiXbWNbWFhY4OzsTN++fXn++ecZNWoUYWFh5OXlMWHCBDF/cebMGaKioggPDxftdvkiOX36tGCTymbZOp2OJ554grKyMuLj44V+i6+vLxYWFnz22Wfs3buXAwcOXNX2y4NmNjY2vP322+Tm5gq6e3FxMbfffjuBgYGMGzeOhoYGCgoK6N69O9bW1rzyyivMnj2b06dP4+HhQWVl5WUFjnPTb1lYGhA09EvBucTHDRs2AAjFdxsbG5ycnGhtbeXXX38lMDCQ6upqcnJymDVrFnBWBvHnn3/G3t4ea2vrq9IM/sMAYjab9wKV5zy21Ww2y2HyEO09X87Db94xtmaz+Vfz2SO1GJhwKRvo4+ODpaUl2dnZwg3tXPTs2VMsN+XZAnlk32QyCcPmjh07CjtDjUZD7969/9IAotFo6NGjB1OmTKGiooLOnTszdepUnnvuOeLj49FoNPTt25dp06ZdUIvzz4IkSbi6ujJ06FDGjx/PV199RdeuXRk4cCAAQ4cOFQ7xcDavz87OFmkO/PeC6dSpE/369RPvbWVlRW5uLgkJCXzyySfC18fJyYn8/HyOHTvGpk2bOHTo0CXR2H8PMi28qKiIAwcOoFarsbS0JCEhgXXr1uHq6iqmb/Py8hg3bhz19fU8/fTTvPXWW8IY/GLq9b8HeTUmo6Wl5ZIEmi8GeWivoaGBH374gdmzZ3PnnXdy7NgxAgMDKS8v57HHHqO8vJzQ0FDKysqoqqrCz8+PoKAgFAoFfn5+DBo06KqugWtRA7kX+KnN7wGSJCUBtcC/zWbzPsCLs+ZSMvJ/e+yCaOtMJ9+FunXrdtG2k+zSLrNWKysr8fHxEROccLZivXz5chYsWACclXfLzs7+S1MZOzs73nnnHby8vLC1tRWBz8/PD3d3d5ydnTGbzYwaNYoDBw7g4uLC5s2b23mi/BmwtrZmzpw59OnTh++++w6NRkNUVJSgboeFhbV7vr29PU5OTlRWVp6ndnXuRaNQKAgNDWXQoEEEBwdjY2ODv78/zc3NODo6ilQpJyeHvXv3XtV+tE0NfHx8cHNzEzIP3bt3x2g0snz5csrKyrj99tuZO3cuq1at4sSJEyIVMhgMF1Vq+yOce6e/mnPPw8OD6OhoDhw4QG5uLl9++SWvvPIKzc3NPPvss9x222306NGDsrIyMjIymDVrFnPmzCE5ORlnZ2f0ej0BAQFYWFj8dXogkiS9wFn/l6W/PVQE+JrN5gpJkroBv0iS1JHLtLZs60wXExNjBkhOThZS9Bd4viAKqVQqFi9ezBNPPCFyu5MnT/L9998THx+PyWTC0dGRsWPH8tVXX135zl8DxMTE0LlzZ3FRZWdnExAQQE5ODt7e3lRUVIiUoU+fPlhaWnL48GHuuusuPv/8c5qamq57IVi+UwUFBaHVapkzZw4eHh5UVVXRoUOH8wJCdXU1Wq2WTp06XfAOK+vSajQasSrx8vISYsq+vr74+vri4OBAQUEB9vb2hISEsGHDhmtWUFapVMJNT6/X8+6776LVanFzc6O0tJTy8nJuueUW4uPjr+vxvZr3rqys5Oabb6ahoUEYa69bt04E4sWLF9O/f3+ioqKEu96MGTMoLy9HrVYLerunp+d5uq2XgysOIJIk3QWMAYb8lpZgNpubgebffj4sSdIpoAOXaW3ZFrm5ubz44ovCpPhiAUR2rXN2diYiIoJTp04RFRWF0Wjk+++/x2w24+TkRGBgIPfddx+lpaV/aYdDkiQ8PDzIz88XFG9/f3+ampro3r07JSUluLm5iaLfSy+9xKpVq/Dy8qKgoEAYO11vjBo1SnjIyF0whUKBi4vLBcWYZd0WOXU8FwqFQgj2yOjYsSMApaWlWFhYEB8fz6RJk7CysuKtt95iwYIF19Qw3Wg0cvz4cd5//33q6urYtWsXkZGRvPzyyxw7duyqVd//DOj1enbs2MG9995Lc3MzWVlZrFmzBmdnZ+GLvHr1ambMmEFUVBQqlQovLy8WLFjA119/jaOjIz/++CM7duy4oDnWpeKKkmpJkkYAzwLjzGZzY5vHXSRJUv72cyBni6XZZrO5CKiTJKnXb92XO/mvHebvoqKignfeeYeoqCgeeOCBCz5H9s6or6+nrKyMX375RRzII0eOcN999+Hg4EBSUpKoe/z888/XhIl3pQgJCeH5559n9+7doo1WV1dHQUEBeXl5nDx5EktLS3GRWltbY29vz4QJE/D09OS2224Tad31quNYWloyfPhwfH19sbe3b1d4vtBnlpaWotfrRUflYrCwsGhXz5GDpzxV2rlzZ6qrq2lsbMTe3h4/P79rFizl7a6srGTRokWsXLlSaMXs37//bxE8ZOzbtw+FQoGbmxvTpk3jlltuEYRKk8nE3LlzmTdvHp999hlZWVmcOHGCiooKIiMjKSgoIC4uDltb26tKpS6ljbsM+BUIlSQp/zc7y08BHbDtnHbtAOC4JEnHgBXAQ2azWS7APgx8A5wETnGJ1pYuLi689dZbvPjiixftRqhUKnbt2kVVVRVGo5HZs2cDcPz4caE3cezYMcrKyoiNjeWLL7647Cr6tYaHhwfOzs707t0blUpFa2srH330ETk5OYKq3dzcTGFhISaTCUtLSyZOnIibmxtKpZJnn32We++9l2HDhnHXXXddl22U24THjx//w+fK/IzLbQnKq8cDBw6QmZkpAqLJZOKXX35h586dFxQIvlLIgUienP07z0KVlJTQ0NBAXl4e7u7uBAcHi26evb09PXv2ZNGiRSiVSubNmycmlPv37y+U3aKioq6qOH8pXZipZrPZw2w2W5jNZm+z2bzAbDYHm81mn3PbtWazeaXZbO5oNps7m83maLPZvK7N+ySazeZIs9kcZDabZ5kv8Zbi4+PD448/3q6Cfa4lQU5ODtnZ2TQ2NlJfX09oaCju7u4MGzaMoKAgDAYDwcHBfPrpp6xatUp0Z/4Kfxi5dVtRUUF5eTkuLi6C8DN69GjKy8tF8Uu2N4SzhCM5DevVqxc+Pj7079+fESNGnGfafC3R0NBAhw4dfvc5LS0tvPvuu2RkZFxSZ6G1tVX8O3PmDM3NzTg7O6NWq/nmm2+oq6sjISGBPXv2UFpa2s4U7Frh7yzjINeO9Ho93377Lb6+vsKXOCEhgfr6eubMmUNmZiZTpkzBz8+PtLQ01qxZg5WVFS4uLvTp04fhw4cLoaMrxQ0vKNTW+EgOHG2Xz7LXi8lkEi0rOdjk5OQQHx8vXM1qa2vZsWMHZrOZxsbGv4SJam1tzcCBA/nwww/x9PSkpaWFH374geTkZFavXo23tzcdOnTgnnvuwWAwkJOTg8lkorCwEIPBwLhx4+jWrRsFBQXodDphDnQ90KlTJ3r27PmHlpJ1dXVEREQQHh4O/PHFKRsvSZJEXl4e5eXl1NXVcfz4cdLT00VgNRqNZGdnX7P9+bNwvakBPj4+oh4VHx/PiRMnOHr0KFlZWej1egIDA9myZQuTJ0+mpKQErVbLvffey/jx40lPTxfF9//85z9MmDDhqlbiNzyVve3A24W+GNntPTg4mP79+4u6RmJiIvX19QQHB7Nlyxaam5v59NNP//IBOp1Ox9tvv01QUBD19fW8/PLL7N69GxsbG8aPH4+1tbXQkigsLMTHxwez2UxAQICoPfj6+oqCam1tLX369Lmo1sSVQpIkysvLmTx5cjt/Exmy8TOc5XJMmjRJ1D0u5YSUXy93oVJSUtiwYQNWVlb07NmTkydPsn///j91pXCtPJOv941JpVIJ/ZvW1laSkpJ44okn6NmzJ2+88QZGo5ENGzYQEBCAl5cX3377LePHj8fe3h5nZ2eOHz/O7t27OXPmDP369bsqVfYbPoBczDXLaDQKCrS7uztdu3Zl6dKlBAcH4+HhQUJCghCLkclIRUVFf2ndQ6FQYDQaqa+vR6FQ0NDQQJ8+fdBoNAQEBIiah5+fH0ePHsXV1ZWKigpxZ4f/rsh69eqFra0tr732GidPnmTYsGFs3br1mnaWRo0ahZubG3q9/rxW37kXSWVlJZaWljg7O2MwGH63iCofCzi7Iqurq6Nv37506dIFs9lMfn4+b7zxxp9a0FQoFFhaWtLS0nLDpzcnT54UXZWqqioSEhLYvHkzNjY2tLa2MnfuXMaOHYuTkxOnTp1ixIgRfP7554wbN44JEyZgNpu57bbb2LRpE4sXL76qGtMNn8JcDOXl5SgUCurq6ti4cSNz587F3d2duLg4MjMzycnJITAwEIAjR45w5swZcVLLVgF/Nry8vMRkaWtrK7m5uSQnJ7N9+3bmz5/Pr7/+SlFREWFhYQwfPpzTp0+TnZ0tUoj6+noxki7rg8q08p49e17T4KhWqwkJCRHj7Oeiba3DaDSyf/9+4uLiMBqNl5VTG41GVq9ezQcffEBqaqrwOV6z5pKadNcM8gDmjR484L9iy05OTkRHRwvztJ49e/Lggw9SX1/PmTNnaGxspKqqiu+++w4bGxt27NjBjz/+iK2tLY6OjsTExPDyyy9flWXo3zKAVFdXo1KpyM7O5vvvv2fnzp2MHj2aoqIitm3bxrvvvkt9fT2dOnWipaWFiooKMYUpO6f9FSeKJEnCXHnevHl88cUXrF69mpKSEioqKoiPj2fHjh0sXrwYOzs7wXqU0y5ra+t2F+727ds5ffq0kOi7lrl3r1696NGjBxqNBkmSRLdCr9eLAqh8DEtKSjhw4ACRkZGXXdFXKpU4OjoyfPhwpk6dyvz58//QzvF64Eacer4YZD+ZwsJCwsLCiIqK4qeffiI/Px+dTscrr7wiBgLt7e2xs7NDr9fTo0cPcnJyKCgooKGhgRMnTlBYWIirq+sVb8sNn8Kci9zcXKHvcPLkSfR6PQMGDOC7775j79692NvbU1VVRUtLC9XV1bz00ktkZWWJu3O3bt1QKBRXPVdxuZAv7q5du2I0Gvnll19ISUnBZDLx9NNP06lTJw4ePIidnR2NjY0kJycTEhLC6dOnsbe3p6WlRZDH5JFutVqNt7c31dXVdOrUCQcHh/NsFa8E1tbW9OnTh4qKClasWEHfvn3x8/MDzrY/lUolCoVCpDZvvfUW+/fv54knnmgnMnQhDRdAjB3I6NixI83Nzfzwww9XrdF5IyAsLIza2tpr2n5uCzmAV1ZWUlpaSl5eHgaDgblz5xISEsInn3xCSkoK27dvF+P9v/76KxUVFYwdOxaVSsXChQuJiooCuKpu5N8qgMgap927d6e+vp4uXbqwadMmCgsL6dy5MxUVFeTl5eHk5MTIkSPZs2cPTk5OeHp6Ul9fLy7CxMTEP33bzWYzOp2OBx54gH379qFSqYSwTf/+/QkNDWXIkCFoNBoh0NPS0kJAQACNjY2o1WoMBgMWFhaimOrj4yO6OYMHD8bDw+OaBJCGhgY+//xz1q1bx7/+9a92KxudTockSdTW1rJr1y569+5NTEwMs2fPxsfHp937XGw10vbxyspKYSt54MABamtrr3r7/0r4+/vz0EMP8corrwBni/wGg+GaBEU56Hbv3h2tVouTkxORkZF4eXnx66+/0q9fP44ePcqcOXPo168fnTt3ZvHixUyePBlHR0chctTQ0EBMTAwrVqy46mncv00AOXLkCPn5+Xh7e5OcnExraytOTk48/fTToi/+zDPPUFtbS2VlJZWVlcyZM4ekpCSMRiOTJ0/G3d1d1B/+bKhUKoqLi7Gzs2PEiBGUlJTw6aefEhkZeVHKt0qlEmrb3t7e6PV6amtrUalUODg4CDc3R0dH3nrrLcrLy6/Z9jY1NXHnnXdSXFyMpaUlTU1NaLVacnJysLCwwNfXl86dO1NfX0/fvn2JiIgQgUEOdBdD27Z8RkYG8fHxfPTRR0yaNAmtVntNaet/Jry9vZk5cyaLFy+muroaZ2dnNBpNO7+YK4FSqRRkQtmcXPY6ys/Px8vLiylTpuDt7c2kSZN4/fXXyczM5NNPP2XZsmWsWLGCyspK6uvr6dq1K2vXrmXcuHF4e3uzY8eOv2YW5s9EQkICy5cv58477+T48eN07dqVwMDA84p7arUaZ2dnQaz68ccf+fLLL1EoFCQmJpKbm8uuXbv+9O2XlbD69etHUFAQpaWlvPPOOxct5JrNZtFhkus1ra2tlJSUCLFoe3t7HB0deeKJJwQL9FLVsC4FBoOBgwcPMnnyZJKSkoiMjMTT05OAgADB4/Dz82P//v307t1btEDlOs+lFKmbmprIysri+PHjjB49msDAwL+tzai1tTV33303P/30E0eOHMHR0VEorl0p5EBraWmJyWTC2dmZqqoq0bk7duwYxcXFFBQUUFlZSVVVFY888gjjx48nJyeHhoYGWlpa0Gq1DBkyhM8//5zU1FQ8PDxYtWoVPj4+dO/e/ap4RDe8N26HDh3MdnZ2zJs3j/j4eIYNG0ZoaOgld1HMZjNVVVXs2rWLBQsWcOTIEaHr8GfB1taW5uZmbrrpJr799lsaGxvx9fW96PNlrU75ztC2ZX3y5EmUSiVeXl7tRIJzc3O56aabKCoqumbbPGXKFLp06cKQIUPQarVim+UinlznuNJhrLS0NI4ePYqHhwdubm6MHTv2b0kcUygUTJ06lebmZnbt2iUEpk+cOHHFo/9tvYXPhSzz4OLiIti/999/P4WFhUJWslOnTmzZsoW4uDji4+PRarVERUVx6623Ul9fj16vZ+bMmSgUCmJiYkhMTLyiCvwN34WpqKjg3nvvpaSkhI0bNxIQEHBZLVhZb/Tmm2/m008/5ZZbbsHKyupPExKys7NjxowZ9OvXjwceeABbW1t0Oh3FxcUXfL5MsGq7rFQoFDQ2NqJQKAgKCsLCwoLm5mYaGxvZsGEDOp0ODw8PvLwuKrFyWVAqlQwZMoRt27bx0UcfcerUKbZs2SL+bjabaWpqIjMz87JWDEajUaQnjY2N7Nu3j+zsbGxtbfnxxx85ffr0Ndn+PxOyV3NpaalQYZswYYKYvbpStA0eCoVCzLHAWQpDTU0NxcXFeHl5ERYWhqOjIzfddJMQZqqqquLRRx/l9ttvp0ePHrz44ot8/fXXDBo0iP79+2M2m9Hr9ZSUlFzfYbq/GrL3xZw5c7j77ruxtra+4vdycnLC2dmZGTNm4Obmdg238sKQJIk+ffrw2GOPUVdXh06nQ61WI0nSRVdBFyo8KhQKrKysSE1NZdOmTVhaWtLY2Iizs7NQ93J0dOTNN9+8qrkGGWq1mlOnTpGTk0NlZSV1dXXtBhkVCgXW1tao1eo/LNq2vRDkQbni4mK2bNlCeHg4I0aMIDk5mQ8++OBv131RKBQMGzYMHx8fXnjhBaZMmUJraysrV668ItWy3/ucadOmMX/+fCIiIujRowdz5szh+eefp3v37gB88MEHeHh4cMstt6DRaKirq2P58uV89NFHdOzYEV9fXw4cOIBCocDb25thw4YhSRIZGRlX1S264Wsgra2tvPfee0yaNIkJEyZc1crBzs6O0aNHExcXR2Bg4EVXAdcS8tBeQECAmNGxt7fH3t7+st6nsbERlUpFbm4uAwYMoK6uTtDa4exx6tGjB88++yyvvfbaVd1VmpqaxASutbW18CaG/zJhlUolaWlpf0iDbvt9tba2Ul5eTk5ODhkZGfTr14/nnnuOgwcP/i0Lp0OGDGHRokWC9p+QkMDx48evqqtxIRiNRlasWEFhYSGNjY2cOnVKaMgkJSXRt29fjEYj6enphIaGMnjwYOzs7Jg9e7ZwKejcuTMqlUowu2V2c9++fa/qpnPDBxDZTGrw4MHtJnKvFOHh4aSnp1+z5f4fYeDAgXh7e3PrrbcSGhp6wee0HRi8GGRZgsGDB5Oenk7nzp3b/V2pVGJtbf27ufPlwsXFhfDwcGGW1NLSIoSJATGoZTQa/1BbpaqqirVr15KRkYG9vT0lJSUsWbKEurq6PxzWu9EgSRJDhgxh7ty5VFVV8eGHH7J7925KS0uvefCQUVdXx5YtWxg0aBCVlZVs3ryZTp06kZubS05ODmFhYSQlJaFQKIQr3mOPPYbJZBIrjcbGRgYPHgz8N1WWFfquFDd8AKmrq6Njx46MHj36mryfRqPhzJkzfxrfQGaPjh8//oIXWWFhIZs2baJHjx6Eh4f/7oWo0WgwmUzY2dmRl5cnZAGNRiM+Pj6sWrUKDw8PcWJcDVQqFTqdDjs7O5qbm/n444+ZPn061dXVREZGolarhZWlXq/HxsYGk8nE6tWr6dSpUzsJgObmZvbt28e2bduwt7fnp59+ok+fPpSUlJCYmPi3YoHCWeXzqVOnsnPnTgICAlizZg0lJSXXNQWTyYO//vorBoMBBwcHQkNDcXV1pbi4mN69e9OjRw/69OnD2rVrycvL484776SpqQmTyYSLi0u7tF1OleWp6Cverqves+sMo9HIY489dsGJ0CuBUqkkMjISOzu7a/J+vwez2UxJSQm5ubkX/ZJaWlrYsGEDNTU1f6ilIVPKnZyc0Gg0fPXVV9jZ2eHi4gKcFSmKjIykS5cuV73tRqMRGxsbnnzyST744ANaW1txdXXF1tZWnHwTJkwgPDxc1KUqKyuprq5uVxdpaWmhqamJ+vp6cnNz+fbbb2lqasLFxYXTp0//7YIHnGUT19XVERYWxs8//0xxcfF1Cx7ysZZTUnmUwMLCgsOHD3P06FFOnDjBypUrOXbsmLAM1Wq1rFmzhtTUVMH8vdA2Xq0q3w0fQBwcHJg8eXK7x2pqaq54AEiSJJydnUVueL1RWlrKTz/9dNGimo+PD9OnT8fV1fWStic4OJjDhw9jaWnJlClTMJlM5Ofn09TURN++fYmKisLf3/+abHttbS2vvvoqn376Kb1796akpAS9Xo9KpaK0tBStVktDQwOSJGE0GlGr1fTq1UtQpJuamkhPTyczM5NVq1Zx9OhR9Ho9RqOR+fPnc/LkyWuyndcLF/o+nJ2dGTBgAEqlks8//5xffvnlum7DubUspVKJRqOhvr6e7OxsqqqqCA4OZvLkydTV1bFz507Kysro2bMngwcPZujQoSQkJKBSqa6LhOeVOtO9IklSQRsHulFt/vbcb+5zGZIkDW/z+BU503l5eZ3nxvXmm2/+offo78HV1ZWmpiZCQkKuexBpbm5m6NChFw14stHzH6l+yXBwcMDLy4vc3Fw8PDyoq6vDy8sLtVottEjPNR+6UuTl5REfH4+Hhwe+vr6kpaXh6uqKwWAgLS2NoqIikpKSyMrKYvv27SQlJREYGIher2fPnj0cPnwYnU7H4sWLRdEvIiKi3XDe3wk2NjbMmjWLo0eP8tFHH7F169YLDmVej0lvlUqFVqtFq9WKYmhzczMtLS14eXnh6OiIlZUV3bp1w2w2M2bMGCIjI9HpdIwbN+68YnddXd01+Q6u1JkOYF4bScONAJIkRQC3AR1/e83nssgyV+hMd27UVCqVPPPMMwQEBFzKyy8Id3d3/P39CQoKOq8YeS0hSRKWlpZ4e3tTW1tLc3MzRqNR+JL+Ec69+xQWFpKSkkJUVJRgqLb1xIGzcnfn+rRcKVpbW+nSpYtgLR47dgwrKyuSk5OFoltzczM//fQTCQkJ+Pj4kJaWxoEDB1i3bh27du0iPT2d7OxsbGxsaGxsJDU1ldLS0muyfdcb53IxHnroIYYMGcLkyZMpLCwUw4LnUsGvRqDnYjAajSIVlP/pdDo6dOhAZmYmR44cYdGiRcTFxdGxY0fh96JWq/Hw8DhvtKCkpISFCxdeNXHvD9c0ZrN5ryRJ/pf4fuOBH3+zdzgtSdJJoIckSTn85kwHIEmS7Ex3ScLK8N9xa6VSedUaoBqNRkyXXq+quYzo6GicnZ0xGo1YWlpiNptJSEigf//+f1jXOZcTYjKZxIkQEhJCZWWlsH2A/3ZzBg4cyMcff3zVMz8KhQJPT090Oh1NTU14e3vT0tKCnZ0dVlZWWFhYMHz4cH755RdBSKqpqRH+LsXFxSxevJjhw4ezZcuWv1W9o62JNZyVd5w9ezaNjY08++yz6PV6XFxcqK+vb7eKValU13Qm6WKQp6Ld3Nyorq4mJCQEa2trtmzZQocOHdp1LFtbW6mrq2tX93Nzc8NkMrFixYrra235O5glnTXX/laSJPlK8ALOtHmO7EB3Wc50F8KJEyfYtWvXJRWrWlpafpdXIBdSvb29ryv78WLaqz179rxsHgicrZe0bQU7Ojq2u7NUVFQIlui1gKurKzqdjvT0dJKSkjAYDCQmJuLn50dVVRW7d++mtbWVQYMGYTAYyMrKorq6Gmtra9auXYuLiwt79+7FaDRy5MiRa7JNfxbaBg+VSsWYMWOwsrJi3rx5HDx4EEtLS6ZNm4anp6d4riRJ7dKXa50et30/rVaLJEns27ePgoICsrOzqampYeTIkTg4OLS7+ZjNZsrKyqivrxfnopWVFXfddRcGg+GqODhXGkDmA0FAF8660b3/2+MXc6C7LGc6SZIekCQpUZKkRJkObGlpecnVbgsLC0GYaWlpOe/OJ/MZbGxsrjv7MSUlhYqKCkH5rq6uxsHB4brUXmRTp8OHD1+TiePi4mI+/fRTUlJS0Ov1JCQkMHfuXNLT04W38KZNmxgyZAhPPfUUrq6u2NnZYTQaee655ygoKKC2tpbFixdTVVV1Dfbwz4e3tzcPPfQQEydO5LvvvmPx4sXA2QJxWVlZO39llUrVLp25HueWnKpaW1szePBgxo8fz7Bhw9iyZQv79u2jY8eO50kIGI1GgoODxQpY3jaj0cgdd9whBJqvBFdUljWbzYKHLUnS18D6337NB9qKQsgOdJflTHcha8uQkBBCQkIue1srKipQq9XtyDL19fX8+uuvREdHX/ciakZGhuBMwFlCWNtx9kv9/Pr6eoqLiwkKCrrga8xmszh5r2R183vIz88nNjYWFxcXSktLSUhIYNiwYajVanx8fNi9ezdTpkyhf//+nDlzhpKSEubOncuvv/4qlK/+CguNK4WjoyNVVVU4OzsTFRXFrFmzeOyxx9izZw/Nzc1oNBoMBgMFBQUUFBSg0WgwGo1CxOp6wWw2C6sPg8FAU1MT27ZtE6putbW1fPPNN0yfPh1nZ2dBKtTr9ajVaiwsLIS2jMlkQqvVYmNjc1VEvit1pvNo8+tEQO7QrAVukyTJUpKkAM4WS+OvxpnuYtDr9aKz8Xt3Wzc3t/OYdiUlJWzYsIEFCxZc97z85MmTNDU1iSgvX/xVVVWsWbOGn3766XdJbWlpaWzdupWbb76ZsWPH8tJLL11wjqbte1wNs/BcyFIElZWVbNq0iYCAANzd3dHr9UiSxMmTJ3FycmLHjh3U1NRQUlLCY489xqFDh8T383cLHjExMWg0Gh5++GHmzp3L0qVLOXTokPju5H23trZm0KBB6PV6cR5db60ZnU6Hk5MTNjY2REREoNFoaGhowGAw4OzsTH5+PikpKWIFIkkSdnZ2YtvlLo6lpSUajUaISV8p/nAF8pszXSzgLElSPvAyECtJUhfOpiE5wIMAZrM5VZKkn4E0zppuzzSbzfIV+jBnOzpazhZPL7mAeiGUlZVha2sr7BZbW1sxm83nkbEudLeura2lvr6e5OTkq9mES4JGo7lgWy8+Pp67776bsLAw+vTpc9HKfVxcHO+//z7p6enCrrCuro7333+/3b7KGiKSJOHi4oJOp7smquZms5m4uDjc3d1xdnYmJiaGzMxM4uLi8PPzY/369djb2zNmzBi+/vprKisrUSgU1704fT0gSRI9e/ZEoVDQrVs3oca2bt06IiIiSEtLw2AwYGNjg0ajYdiwYWzevPlPtQqpra0lJCSE2bNnk5KSQkxMDLm5uYwdO5bly5ej1+tJSUmhT58+Fzz3z31MqVRe31kYs9k89QIPL/id578JvHmBxxOB852xrxDe3t6YzWYKCwvx8PCgoaGB06dP07Fjx0sizPxZwjXFxcUcPnyYMWPGtHu8Z8+eDB8+XAjfXgxjx47lyJEjZGZmYjKZaG1tZffu3dTX17erqpeUlGBjYyOEfSwtLa9JAJEHxaqrq8VEaLdu3cjOziYjI4PDhw/Tq1cvkbZYW1v/5d47VwKVSoWnpydRUVFs376dp59+Gnt7e3bv3s3p06epq6sjOjqa2tpadDodkydPFq1t+G/X5lrOIp27fSaTCYPBQElJCVlZWURGRhIVFUW3bt2QJAlPT0/27NlDWloajY2Nl6Q0JntKXylueCbqxSBL29vb29Pa2sqqVasoLi6+JH6Fp6cn3t7e14we/3swGo28+eab7bQhzGYzdnZ2fP3113z00Ue/+0U7Ozvz5ptv8uKLLzJgwACcnJwYMWJEuxVLdXU1qampKBQKysvLWbBgwTXLxSVJorq6WkzQpqen8/XXX6PVasnNzSU/P5/s7Gxef/11jEbjVbGE/yqo1WrGjh1Lly5diIqK4pFHHuGWW24hPz+fmTNnUlNTw6hRo3BxceHkyZM0NDSIVm1VVRVBQUFMmTKlndG5r68vAwcOvGbbKAs4WVtb09raytatW5k/fz7p6emYzWZhDzJ9+nRqa2spKCg47z3kVWpb6PX6q7rR/G0DCJzNN21sbCgoKOD9998Xjm5/hObmZhwdHendu/efsJVnW9DZ2dkiT5ZFkW1tbXFxceE///kPWVlZF329ra0tL774Ips2bSIpKYmXXnqp3VK0ubkZe3t7FAoFBoOBvLy8a2ZbIdth7N27lzNnzlBVVSVOOhcXF1pbW0lMTLxmSmh/Njw8PHjvvfeAs6s4Jycn7rnnHhQKBStWrBCKX7GxsRQVFeHr68tzzz1H//79KSsrIyAggA8//BALCwuCgoKEwfg333zD0KFD8fDwuCoNm3NRX19PRUUFR48eJTMzk5MnT6LT6XB2dqa1tZX9+/fz0ksvtWOZmkymC9rCwlmJi6uxdfhbBxC5111WVsYbb7zB9OnT2/3dbDaftzwzm82YTCYCAgLYuHHjn7KdTk5OZGVlUVVVdd7yvqGhgYqKikvKQ62srPDx8TnPrU/2QzUajSxbtuyqRXzbQuYblJWVsXr1alF3SUtLIykp6Zp9zl8BWSqzvLycuLg4Zs2aRf/+/VEoFMTFxfHJJ59gMplQqVTMmzcPOzs7Fi1aREJCApGRkdx+++2sX7+e+vp6fvjhB/Ly8jCbzTg7O2Nra0tqaiqvv/467u7u12X76+vrWbNmDU888QSlpaU89thjhIeHU1NTg42NjUjTTSaTKPzKKVbbdu7levm0xd86gMiIiopi3Lhx59USzGYzhw4danfRVldXEx8fT1hY2J9W6JOX+GVlZeLLamlpob6+HmdnZ9577z28vb3/4F0uDLPZzM6dO6mvr6e8vJzk5ORrul/Dhg0Twa2hoUGsbM6cOXNNA9WfDbVazezZs7G2tmbfvn288MILjBs3TthD7tu3T6SdOp2OESNG0KtXL7788ksefPBB3N3dycnJoa6ujm+++Qaj0Sg6bf369aOhoYHQ0FAhXHwtISvbydi6dSv/+c9/WLZsGX5+foSGhvLVV1+RkpJCa2srKpWqHeGwrX1nSUnJX0Iku6Egu6edC4VCQb9+/dqlNTL9+3rrN5yL3NxcduzYIVpmFhYW2NjYCMl+ebbictuA1dXVZGVloVKpKCkpuSqF7QshJSXlT9OP/bPg4ODAyy+/zNSpU3n66aepqqpi0KBBIrgfP36cxYsXiwD/zjvvYDQaiYuLY9q0aQQHByNJEjt37kSv1wv5gpEjR2JpaYmfnx8+Pj7ExMRw+PBhOnbseE23v66uTtSZvL29CQgIYPTo0Rw8eJAffviBoqIiEhISeP7550VqLDcWTCYTRqNRBBRra+ur6sL8TwSQ34McXKqqqsQAUnNzMwsWLPhT7S0NBoPompzrAK/RaEQxuKWl5bKIPbJvS3JyMjt27LjmbmglJSVXtcS90aDT6fjggw946qmnWLZsGfX19Xz11Vc4ODgIZnJOTg6enp4AzJgxg6amJiorK/nuu+/o0KGDKBaHhYWxcOFCMV6g0WgYOHAgffr0oaGhAWtra3JycoiLi7uoSfzVoqmpCaVSSYcOHbj11ltJSkqiqqqKL774gujoaLZt2wacnaw+c+aMkAOQ0Vbf5Urwv3Nm/A5kQk1dXR3p6el8/PHHHD9+/E81mJKFlCsrK5EkiYaGhnYaIVZWVlRUVIgJ3guhrSftsWPHqKioICkpCTs7O5555hlee+21a6601tDQcE3awX8V2kowWllZcffddxMbG0tGRgaLFy/mjjvuIDo6WtQpKioqqK+v5+DBg8DZLotOp2PChAmYTCaqqqqwsbGhtLSUBQsWYG1tTYcOHbCysqKpqYm7774bjUaDnZ0dS5cuJTg4GIPBgIuLyzUPxJIkUVlZSVpaGp9//jlms5l//etf5Ofns27dOkaNGsWhQ4c4dOiQaO/LUobXCv8vAogkSdjb25Obm8vu3bt/t+NxvWBpaUnnzp1Fe/Xo0aNs3bqVwsJC0Z1JTk7+3RaobOgkU5c//vhjfH19sbe3FzKNf0dx4usFWTdD9s558803mTNnDiqViqysLDQaDbNmzUKhUAif4s2bNwshbI1Gg4ODgyDPabVa4uLiMJvNFBUVkZqaym233Yafnx9arZbw8HCam5sZOHAgGo2G3Nxcpk6dKshnct3iaslbMuSAYDabOXnyJOvXr0elUjFo0CAcHBxITEzk/vvvx2QyCU2Xa522/78IIHD2gk1ISCA6OpqAgIA/3d6yqamJTZs24efnR3NzM+7u7sKyYu3atRw/fpzevXtfVDhaXnnIPx84cIDGxka6d+/O3r1727Xq/sFZWFlZiYAaFRXF+PHjaWlp4cyZMyxZsoTFixfj7e1NWVkZmZmZ1NfXExoaKsSrbWxsuP3221GpVHTt2lXQxVtbW8nIyOCOO+7A3t6evXv3IkkSoaGhREdHU19fj7W1NbfccgsNDQ0cPXqU4uJikcaYTKZrTrZraGggLS2Nzz77jOTkZGxtbcV+rVq1ivXrz46r/ZFs5uXihg8g1dXVV32x19fX89ZbbxEeHs7y5cv/1NpHWyxbtoznn38es9lMYGAgkyZNws3NjaamJl5//XXGjBlDUlISKSkplJaWUldXR0tLCy0tLej1ek6fPs13333Hv/71L9zd3bntttvIzMz8U+wp/m7QaDS4u7vT2tpKREQEc+bMEQ54AQEBfPDBB3Tv3h2j0cgnn3yCv78/1dXVBAQEUFtbi729PUFBQfj5+REcHExTUxO1tbVMmTIFo9FIYmIirq6uuLq6UlpaSv/+/enevTsdO3Zk5cqVgudjMpkYP348ISEhohsjt1OvJSwtLbG2tiY+Pp5nnnmG3r17c/fdd5ORkUG3bt0oLS29pl41Mm54VXZJkkhJSaFTp05X9PrW1la2b98OwIoVK1i1atVfNqdRXFzMggULuP/++2loaKBTp07Y29vj7u7OgAED2LJlCwqFgoSEBAC2bdtGYGAge/bswcrKirS0NKZPn86dd95JUFAQp0+f5syZM387rY0/A+7u7qjValQqFS+99BK33HKLmJlydnZGpVJRWVnJsWPH8PT0pLi4GBcXF3bs2MHKlSsF+au8vJxjx46Rk5PDiBEjxIXfs2dPBg0ahJWVFS4uLqSlpaFWqzl58iT29vYUFBTQ2NhIdnY2qampWFlZifPueqwUbWxscHFxQalUMnjwYDIzM8nIyCA0NBQLCwsiIiJoaGgQnT95OyRJuqphxxt+BdLQ0EBqauplcw7kynlKSgpHjhyhX79+fP/99395jUCpVJKamkpgYKAopp46dQo/Pz8GDRqEr68v48ePZ8SIESiVSkpKSoR0XUhICIMGDRIj/Tk5Obi4uPyti5xXit8rBAYHB3P//ffTv39/ZsyYwciRI8VFk5GRIeoGpaWlZGVlcdNNN5GRkYHJZBKs0ocffpjnnnsOrVbLypUr8ff3F4zNlpYWXF1dKSws5OTJk0ydOpW+ffuSm5vLW2+9hbe3NzY2NgwfPpycnBxmzZrF6dOnBR/jeggNVVZWkpGRQWZmJkajkX//+9+sWrWKTz/9lBUrVpCdnc2nn37Khg0bRPrU0NBw1UXVG95cW6fTmadOncqcOXMwGAziy/k9mM1m8vPzeffdd9myZQuNjY1UVVVdM7Hhq4FSqcTBwYFdu3YRGXl2trC+vp63336bu+++m9TUVNzd3YmJiSE1NZXMzEyioqLYtGkTZrOZPn36CJZhYWEhERERxMbG/qHF5P8XuLu78+STT9KrVy+8vLzw9vZuR6KS9WNLSkooLS2lqamJmJgYDh06hF6vZ+LEiXzwwQcMHDiQlStXkp2djbe3N/fffz9KpRInJydOnjxJbm4uq1evZtCgQYSEhBAYGMjXX3/NG2+8wa+//kpoaCgGg0Fc2B9++CGNjY3s2rXrmqfQVlZW2NnZUVlZybBhw9DpdLS2tnLq1Cl8fHyEaly3bt1ISkqiV69edOjQATs7OwwGA3369PnfNdfWarW4u7tTVVXF888/z1tvvUV+fv4Fl4Emk4mamhpWrVrFJ598QmZmphgsuhGCB/yXyNO23VpVVcXw4cNJTEzExsYGNzc3EhISaGlpITY2luLiYlJTU5kyZQoxMTEcO3aM6dOnY2Njg6urq/CF+f+Iti1ve3t7Zs+eTV1dHWVlZbi4uJwnJqxUKtHr9WzcuBE7Ozt69OhBYWEh/v7+NDY24unpyahRo6irqyM7OxtXV1cqKiqws7MTNQ1/f398fHxQKpViAvqLL77gxIkTjB8/XijOWVhYCPGqwYMHX5XZ9u+hqamJkpIS/P39CQkJYefOnRQXF9PY2MiJEycICQlhyZIlfP755wwaNIjQ0FBOnz5NaWnpVSvI3/A1EJ1OR3JyMq6urkIEZfny5XTu3JnTp0/Tr18/JEmisLAQZ2dnMZnaqVMnsrKyaGxsFLaMN8pqS5Ik9u/fT7du3bC0tKSgoIDQ0FCRjnh6elJUVERYWBgqlYrdu3czbtw4XF1dOXjwIDt27KC2tpbw8HDKy8v/360+HBwc0Ov14oI2Go2Eh4fj5eVFjx492L59OyNGjECr1bZTrIezF9v27dvp2rUrvr6+NDU1cebMGXbv3o2zszPTp0/HZDKRmZnJPffcQ05ODlZWVmi1Wqqrq2lqahKexA8++CBLly4lNDSU1157DYA777xTcGcyMjKoqqoSPJNDhw6RlZUl5rGuFeQp3aKiIlauXElDQwMREREcOHCA/Px8FixYgF6vR6fTMWfOHO666y5GjhzJiRMnhCDRleKGDyCWlpY8+eSTHDp0iI4dO3L48GGysrIICwujQ4cOHD58GF9fXyIiItDpdISGhnLo0CHi4uJwdXWlU6dO9OrVi19++eWGMTKqqqri7bffpqGhgSeeeIKePXsKMaSGhgZMJhM2Njai7Tdr1izBVK2uriY/P5/a2lo2bNhAenr6n6IC/legrfSjDHmFZjAYmDRpEt988w3jxo0jOjqaTp06oVareeKJJ9BqtRccXa+oqGDYsGFoNBpaW1vFhazT6WhoaGDcuHFUV1fTpUsXSkpKCA4Oxtramurqag4dOoRGo0GlUtGvXz9cXV2ZOXMmzz33HD169CAzM5N9+/YxYsQIPDw8WLFiBWVlZTz++ONYWFgwaNAgVq5ceV1U8OQCrVKpxN3dneTkZLp27crNN9+MtbU1BQUFZGZmMnHiREpKSigqKsLR0ZHi4uKr2p4bPoCYTCYWLFjA9OnTRW6Xnp5OQUEB+/fvx8HBgY8//phTp04xb948bG1txQCdtbW1EPS50QycKysr2blzJ9OnTyc3N5dOnTphMBiIjIwkMzNT2E7A2cGvzMxMgoKCWLVqFVu2bAFgzZo1ZGZm3jArq+sNtVrNs88+y/r16xkzZgx2dnY4OjoyZ84cDh061G7wD2inUGcymdi6dSuDBw8WVG6FQkFTUxM//vgjBQUFqNVqwsPDsbW1xcbGBn9/f1QqFe7u7jQ2NhISEoK/v78oOrq4uFBSUiLeLygoiKCgIBwcHAgMDGTs2LGkpKRQVlaGTqcjJCSEvn37Ct7O9YAsEPTrr7+SlpaGra0tlpaWBAcHEx8fT11dHUFBQWzcuJHbbruNH3/88aoMpm74ANLY2EhlZSVHjhxh/fr19O/fn4ULF3L69Gn27t1LeHg4K1euJCkpiSNHjrQrUMndiRtVIau4uJhHH32UcePG0bFjR+Lj4xk8eDAhISHtclMrKyusrKxoaGhoZwS0Z8+ev4zT8mfg3MDo6+vLuHHj2LBhA8OGDeOuu+5i2LBhmEwmYmNjRfCQmaLyPAucFeTp0qWLmHepqKjAysqKVatWsWDBAt566y1aWloICgpi7dq1eHh4MHToUPLz8/H09BTtTzkgGQwGYWXxr3/9i19++YW6ujry8/PZunUr/v7+xMXFsXfvXtLT07n33nspLy/H29sbtVqNXq+/LoG/qakJvV6PQqHA0dERLy8v6uvrcXBwoKysjLKyMvbv3y/Ytx4eHlc1/nCl1pY/tbG1zJEk6ehvj/tLktTU5m9ftHnNFVlbNjc3M2rUKNHX/v7774mPjxeerMuXL2fz5s1ERETw1FNP0a1bt7bbfjnH4k/HyZMn2b17N5IkkZ+fT0NDA9u2bRPy+7J9pyRJeHt7c+rUKRITE8Xrb6S6zvWEJEl06dKFe+65h9bWVmbOnIkkSQQHB/Pggw8SGRlJx44dxQ3DbDafN7wmE63kYcXCwkISEhJ44403aGlpoaqqivvuuw8XFxd+/fVX+vbti4WFhXC0l43B4Oxx/+6773jggQeYPHkyEydOpLq6moiICCoqKggNDaW5uRmVSkWvXr3Iz88nICCA5uZm4uPjhZre9YJ8TuTl5QkawODBg4mMjGTQoEEMHDgQCwsL1Go1SUlJV1UDuSJrS7PZPEW2tQRWAqva/PlUG8vLh9o8fkXWltXV1djb21NcXIy7uzvV1dUsW7ZMLN2PHj2KwWAQxTJLS0vx5Vxr2u61hqx4/vbbbzN+/Hj8/f3x9vbGaDSSnZ3dbnVhNBopKCi4YVdT1wN2dnbY29sTEhLC999/z6xZs7CxsSEsLIydO3cyfvx4wsLCsLGxITExUcj4ybNPbdHY2EhaWhoKhYLMzEzy8vJ44IEHhEm4TqejvLwctVrNuHHjxKrDyckJoB1fYtmyZbzzzjusXbuW0tJSrKysiIiIYPXq1XTv3p3x48dTXV1NRkYG9957L4888ginTp3CysqKyspKGhsbr7sbgDzaYDQa6datG99//z3V1dVUVFRQUVGBwWAgJCSEHj16XN8ayO9ZW/62ipgMDP699/jNBuKKrC09PDyQJIkBAwbw0ksv0dLSQlxcHFlZWTz55JPcfffdrF+/niVLlqDRaAgNDcXGxoampqYb3k7AbDZjMBjIyclBpVJx7NgxunbtyunTp9mwYQMjR44Uhb7GxkYWLFjwp8/w/NmwsLAQgXP48OGYTCZmzJiBnZ0dNjY2WFpa8tprr1FfX8/SpUvRarXk5+djMpmEJ/CFVp5arVZ07Nzd3fnwww85efIk3bt3Z9y4ccTExFBdXY2Pjw/Nzc0YDAa0Wq0IGmq1Wji86fV6unTpIrQ0LC0tWbFiBTt27KCsrIwhQ4bg5uZG586dUavVrF27lhEjRohZKIVCQWVl5XU/P2Xdm2+//RY7OzsKCgpobm6mqqoKk8nEli1b8PDwuCov36utgfQHSsxmc9vx1gBJkpKAWuDfZrN5H5dpbSlJ0gOcXa2Invq2bduYMWMGK1asEHeX+fPnc9ttt9GtWzcKCgoICgoSKtnXwyH9esJkMvHCCy9gb2/PwoULSUlJYceOHTzzzDO4u7tz5swZNm/e/Fdv5nWFnLfLFp2ZmZmEhITg4uIiJmpbWlo4fvw4U6ZMQaPRUFdXh6WlJWFhYej1+gtq4rbVWLG0tOTkyZOsW7dOeKR06tQJW1tbYRMSEhKCpaWlGGCUU5fW1lYcHBy4+eabAQRp68SJE5SUlAhK/K5du4iIiGD06NFIksSIESPYuXMnn332GVqtVphDXW8YjUaR1imVSqytrXF1dRUT4bKrwblcmcvB1SZiU4FlbX4vAnzNZnNX4AngB0mSbLlMa0uz2fyV2WyOMZvNMUajkaioKGprawkNDaV79+6oVCqioqKorKxk3rx5GI1GJk6ciFKpRKFQoFKp/nbK4GazmcrKSgoKCnj22WdZuXIl69evZ9q0aSxZsoSFCxf+7fbpciBJkljiq1Qq/Pz8yMrK4rHHHiM5OZmKigqam5vZt28fkZGRzJw5z9VZNwAAHmFJREFUk6qqKmpqanBxccHR0fGCwcNsNqNSqTh16hR6vZ4dO3awadMmKisr0el0PPjggxQWFrJjxw6x5O/Vqxdw9qJrbGwUwUeWUigqKqKoqIiamhoOHjzI4MGDee+993j00UepqakhLi6OY8eO4ezszJkzZ/j888/56aefsLa2RqlUUl1djclkuuoanTzrcymorq5Gr9dTWVlJz5496dGjB5IkoVQqr6qOdsUBRJIkFTAJ+El+zGw2N5vN5orffj4MnAI6cJnWlm3R0tLCtm3b6N+/P9999x3+/v4YDAZGjx7Niy++KFYnbm5uQs7v7zza3tzczKFDh8RdIi8vjw8//JCff/75r92w6wyz2Uz//v3p2rUrer2e8vJyunbtilar5dixY2Loy8fHhzfeeANbW1tqampEjeL33jc1NZXvvvuO/2vvzKOjLM/+/7lnMplJQiZMkiF7QthJgCxVlLAoCAkCrahYX6geq3KqVAXrclzeHsWlx6321J/WpbRVXutR9ChCrJXFsogkBhL2QCSJidnIOsmQbdb798fM3CWICoQl8Tyfc+Zk8swzk/ueyXPNvVzX99vQ0EBhYSHFxcWATw5w0qRJlJSUkJmZSUFBAR0dHRiNRrV+FhERoRa1A2sFw4cPZ+bMmYSEhPDUU08xY8YMwsPDmTdvHjNnzuTBBx8kKyuL5uZmDAYDixcvZuTIkeh0OsaOHasCXVhYWL+CiNPpPO1dOLfbTXJyMq2trRQUFGA2m0lJSVGJeGdLf0Ygs4EjUko1NRFCWIUQev/9EfgWSyv7Y23pdDr58ssvycnJoaamhl27dlFXV8fOnTvJyspi0aJFeDwe1q5dS2JiolLt+ilht9t/0qMPgJSUFJ566ikmTpyITqdj4cKF/P3vf6ehoYHMzEyGDx9OWFgYUVFRys8nNTUVk8nU58vi5JJ1p9PJG2+8wdSpU+nq6mLKlCns27ePyMhIbrvtNmVEfujQIVXrciIBJS9AjXBDQ0MZPXo0v/71r5WdBvj8hhYsWMCWLVu48sorOX78OFFRUUydOpXLL7+cq6++mqysLGUneemll17QL7qenh6ysrLweDxs2bKFYcOG9X+qH9Dn/L4bvilKA+DCN5K43X/8LeDOk869HjgE7ANKgJ+f8Ngl+Dx0K4BX8Bfy/dhNr9fL3//+93LZsmUyMjJS5ubmyuTkZGk0GuXMmTPlF198IXNycqTRaJRWq1Ximxppt0F2CwoKkm+++abMz8+XL7zwgjxw4IAsKiqSLS0t0uv1SpvNJhsaGmRpaan0er3ydKmpqZEff/yx7O3tlfX19fKWW26RERER8oEHHpD5+fly2bJlcu/evfKRRx6RbW1t33m+1+uV7e3tfY61trbK22+/XX755ZdSSinb29vlu+++K/Pz82VpaalsaGiQbW1tcv/+/TI/P1/abDaZnZ0tH3vsMblr1y45btw4GRUVdU7/X/V6vTQajT96TlxcnExLS/vOY6dzLZ7qdrbWlkgpf32KYx/i29Y91flnZW2p0+mIjo6mvLxcScw1NjbicDjYunUrb7/9NqWlpTgcjvNWrKRxfhBCMHr0aCWcJIRgwoQJREZGkpiYiMvlYujQocrIuqKiguzs7FMO+91uN93d3aq4DVCJXpdddhkVFRX8+9//pqmpiTvuuIMnnniCp59+WtUdXX/99Tgcju+UtzscDjVKCMgAtLW1kZeX18fv5aWXXmLPnj3k5uby4YcfYjAY6OnpUWZnK1eupKSkhMWLF/Ptt98yf/58pVPTHwLJbYERql6vx2AwqGSyE0fjHo+HpqYmoqKiGDNmDFVVVTidzn5NowZ8Na5Op2PDhg3s3LmTxsZGvvrqK8LCwkhMTESn0/HBBx+cF6UljfOL0WgkNjaWG264gfj4eKZPn05aWhrHjh0jNTWVt99+m7feekstYBoMBuUBezKB0vWA23xvby9VVVV4PB4uvfRSZTo2bNgwfvOb3ygbzvr6elX3MnHiRCorK/u8vtvtprq6Wu3CBBZRU1NTmTNnDklJServt7e343A4qKysVLYL5eXlVFRUqAzV119/nerqauLj46mpqTkn09KAX27gvtfrJSUlheTk5FNO5SMjIykrKyM0NJTo6GiAfk2jBnwqu9PpZPfu3bS0tCCEoK6uTm1Peb1ebDbbxW6ixhkQEhKC0+lUgj6rVq2is7OT2NhYvvrqKxYuXKgMmn71q1+porfvy9zctWuXsiowGAxq+zcmJgaDwcCLL75IcXExY8eOJTMzk+bmZt5//32SkpIoKiqirq4Os9nM7373O9LT008ZoE7e3dHpdISEhCi/WrPZzNSpU6mpqVGVuO3t7VRUVDBu3DjcbjcLFy6kvb2dr7/+GqPRyKpVq87LWp2UkrKysu99v2w2G263m717956TvzfgBYWEEBJ8q+GBoKExeAkJCcFkMtHd3U1SUhImk4mbb74Zi8VCeno6OTk5gO9b/fjx44SHh/dZyIS+VbpNTU1IKZVaWGdnJ263G4vFwsaNG7nttttYt24dbrebo0eP8uyzzzJlyhR1flJSEtOnT1fiTgECBXCBKcLJF2Sg+jUgbtXc3My8efPYv38/n332mUphDwoKwmKxMHToUHbt2kVJSQnPPPMM1dXV5+Hd7UtAxuJ0kFKe1TxmwI9AArjd7u/M6TQGHw6Hg/j4eJ588kklF7h48WJlrlVfX4/ZbKa8vJyMjAwVLLxe7ylLE8xmMyaTCYfDgV6vp7y8XHmwPP7445jNZoKCgnjkkUfIyMjg8ccfx2q1smbNGkJDQ1myZMkpFe7Ky8vZtGkTDzzwwHcSrbxeL8HBwWrEs3HjRt566y3Ky8uJiYkhLi6Onp4eDAYDBw4cYOrUqRw7doxXX32Vf/7zn/1K3DoThgwZQkdHx3m9ZgZNABkoimIa/SM4OJiIiAgcDgdLlixh9uzZKsdj//799PT0kJKSojKQA5wcPKSUOBwOPB4PW7duJSUlhV27dnH99dej1+tZtWoVe/bsITs7mwcffJCwsDC2bt3K6NGjefzxx0lOTqapqYlf/OIXTJs2Tb2uw+GgtraWb775hvDw8FN+g+t0OrX96XQ6ee6559iyZQsJCQn84Q9/YOzYsUqVPeDFUlpaqqZaARmB882FmN4P+EVUjZ8Wvb29lJaWUlhYyPvvv8+2bdsICgqisrISnU6HyWQiKSmJmJiY73xznvi73W7HYDBgs9k4fPgwTz/9NOAzk7LZbLz00kuEhobidDrZsWMHLS0tZGZm8tZbb2E2m6mqqlLJXScGqsDIorq6WiWI/RBOp5P09HRiY2N5/fXXWbJkidqtCUy9enp6GD58OMePH6erqwu73f6TsQv9afRCY1ARERHBsmXLeOmll9i8eTMWi4Vp06aRmZlJdna2yjHQ6XR0dnaq9Y/Gxkb1Gq2trZSVleFyudi9ezd6vZ7c3FwAVWxpt9spKSnB5XJRVVWlRhoej0dV+UZHR/cZ3VRWVvLJJ59QU1NDcnLyD/ZDSsm7775Lfn4+M2bMIDMzk56eHiorK/u4xgWCVMDdzmAwaAFEQ+NMCFwwQUFBuFwuPB4Pq1ev5vnnn1fTgYBOhhBCiQMVFRWpVOu4uDgVTMLCwhg5ciRut5uEhASWLFmitGH37t2L1WplzJgxAGraEtheNZlMPPPMMzz00EOkpaWpNjqdTl577TU+++wzcnNzlfrdyVYggZR2l8tFS0sLTz/9NBMnTmTTpk2EhYUxatQoVZOl0+no7u7GbrfT3NxMXl4eBoPhvJfzXyi0AKJx3hFCEBwcjNlsxmKxkJeXh81m47333lOPfx8B8ZuA4n5g7SAmJobGxkb279/PnDlz+Oabb7BYLKp2qqmpiba2Nm666SaGDh2Kx+Nh8+bNXHvttfzxj39kzJgxfeQP7XY7BQUF1NbWct1115Genk5HR0cfOUy3201nZyc1NTWAb13mvvvuY+HChYwYMYKFCxd+x3VO+s2bjh07RkpKCtXV1XR3d1/QFPbzOdoZNNu4GoOTgJ1kY2MjBoOBu+66i6VLl7Jt2zaSkpK45JJLfvD5NpuNsrIyLBYLCQkJVFZWEhYWhsPh4MCBA6xevZr09HTKysp4+eWXiYuLY+7cudjtdoQQpKamkpaWpo7FxsZSWlrKwoULMRqN6mKvqqpCp9PR1dWFwWDAZDLR0NBAUFCQKjwLVK7KE7RWwRckent71e5KoMoVfLU5drud/Px8rFYr99xzT5+p2EDhbLdxtQCicd4IlOjr9XquuuoqFi9ezM9//vM+F+6JBPxygoODcblcGAwGPvvsM9ra2sjMzOTtt9/miy++YMqUKezevZtLLrmExsZG9uzZQ2pqKnPnzuW+++6jsLCQrVu3Ul5eTnx8PBaLhUsvvZQXX3yR3Nxcpk+fzsiRI9UCacCqITg4mO7ubsrKypTNQ0BjdOnSpQwZMqRPUtu3336L3W4nLS1Ntbe7uxuj0aiCSU1NDWazGbvdzpIlS9ixY8eF+wDOgJ98HojG4MJoNHLdddcxadIkKisrmTVrFgsWLFCJXqfKvbDb7Rw6dIjU1FRqa2s5ePAgl19+OcnJyUp1fcmSJZSVlXHVVVfx0UcfMXnyZKXEf/jwYVpbW9m8eTOvvfYaycnJbNy4kaeeegqn00lLSwttbW3Ex8dz9OhRsrOz6ezsRK/XExwcrAJDQ0ODynjOycmhoKCAlpaWPnU2gBqpeDwegoODlZlUYPThcrkwm80cP36cDz74gJ07d16YN/8CogUQjXNOwH5h+fLlfP7556xdu1Z5trhcrj4l5CcaP0VGRnLZZZdx4MABGhsbWbduHWPHjiU9PZ3p06fj8XgICgoiPT2d5uZmZs2axbp16/j2229ZtGgRR44coaCggA0bNtDV1UV9fT1BQUEUFxerLd9rr71WFZB5PB56e3uVyE9cXJwyy160aBH5+fk8/PDDtLW10drayvTp05k3b54KIjExMTgcDqVAVldXh8vlYtq0aWrL+dNPP6Wrq4vVq1f/JJMgtUVUjXOGEIKoqCgmTZqE1WolPz8fnU7HO++8w7Jly9DpdJjNZoKDg9V0Zdu2bX0urMBjOTk5TJw4kdraWtxuN729vSoN3mw2k5CQoESIAoLJ48aNo7i4mMLCQrq6urDZbMyaNYs33niDHTt2cOeddxIbG4vT6SQjI4Oenh66u7uVCLPNZlPV36tXryY/P59Dhw4p5bv7779fpaAHhHgOHTrEn/70J4qLi1mzZk0fm1GPx8PRo0dpa2tTYlf9eW9P97wLKSaujUA0+o0QQi0utra20tPTw2OPPca9995LdnY2o0aNUl4tVqsVh8PBf/7zH6Kjo0lMTPzOxRFQCr/66qsZPXo04Ks9CfiXmEwmpfY1YsQIbrzxRqXIbrPZCAkJweVyERcXh8ViwWw209LSwsGDBzGbzaoOBmD9+vXceOONhISEqGlKcXExH3/8MS0tLQQFBamiObvdzueff87SpUvR6/V4PB5sNhuvvPIKUVFRyi4TfJnTTU1NZGRk8PLLL/f7PT7dtcpA/smFQgsgGueUgDVFWloas2bNUrkbra2txMbGUl1dTUNDA9nZ2Xi93j7JWoF8D51Oh06nY/r06bS2tvLOO++wfv169u3bp2pi0tPTuemmm9Dr9VgsFsLDw0lOTubuu+8mNTWVCRMmsHbtWjZu3Mibb76JyWRi5MiRmEymPiLLmZmZBAcHYzQaGT16tPLFDYg1ezweurq60Ol0ZGVlMW/ePNVeg8GgUvHBlyAHqCpxo9FIfHw8O3fuVOsj0q+7er4QQqigBz8eePo7YtGmMBr9JpDrMHz4cKSUFBUV4fV6GTNmDElJSXi9XqKjo5FSYrVamTJlComJiSQk9BXmD1hYtLW1qWMhISEUFhby8ccfU1lZSXNzM/X19cyYMYPW1lb+/Oc/K/Fjr9fLo48+yq233kplZSV6vZ7Fixfz1VdfERsbq0Yzra2t6PV6XC4XY8aM6XPht7e3s2nTJhwOhwpkOp2O5ORk8vLy1BQloL1x4ugpsDZyotfMli1b6O3txe1243K5zruToPSbas2ZM4cRI0ac1vn9SWrTAohGvwl8OycnJ2MwGFi5ciUvvPCC0tzU6XQcOXKEkpISJdrT2dnJu+++q1TknE4ndXV1SCmprq5WI4SamhoKCgrU3+rq6sLpdPL6669jNpsZOnQosbGxxMXFER0drYSGMzIymD17NldddRV5eXmMGDGCzs5OnE6nqqY92TiqtbWV2tpavF4vRqNR2Yfcf//9/OMf/+D2229X27Mnlvh3d3er8n4pJV1dXVgsFhwOB1VVVRfiI+hDR0cHFotFCQb9GOdVUEgIkQT8HxALeIG/SilfEkJE4lNkHw5UAb+UUtr8z3kEuB3wAMullBv8x3+GT0s1BPgUWCEHeiKKxg8SFhZGeHg4HR0djB07lvfee4/IyEil4gWwYcMGtm/fzrhx49i8eTPPPvssUVFRNDU1sX//fq688ko6OztZsWIFwcHBDB8+nCeffBKAYcOGERkZqV4r8I2fmJjIjBkzSE5OxmQy4XQ6CQ0N5ZVXXsHr9fLFF19wxx13oNPpiI+Pp7S0lMTERIxGI9HR0ep19Hq98pOJjIzE6/WSl5dHTk4OU6dOpaCggBUrVvSRL/R4PKxbt47x48czfvx4VRUMPtP0mJgYhBAUFRWxevXqi+IQ8K9//Uu9b8HBwcrj5lxzOmsgbuB+KWWJECIcKBZCbAJ+DXwupXxWCPEw8DDwkBAiDfgfIB2IBzYLIcZIKT38196yEF8AmctpuNNpDDyEEIwfP57IyEjCwsKYP38+11xzDW63m56eHhVAmpqaqKys5M4772TPnj1kZWWpof+9996rDKPq6urYtWsXjY2NzJ8/Xy0EDhkyhLlz5/L111/T0NBAeHg4x48fp7u7G5fLxdixY+np6WHUqFHs2rWLmpoarFarqqpNT09XuzLJycmEhITg8XgoKirCYDAQHh7O+PHjVb9CQ0N56KGH1OhiwYIFOBwOOjs7Ve6Ky+Xib3/7G1FRUfzlL39RKvF2u53e3l6GDBlCfn4+zz///EWxIg3U35xoiHW+FlZ/dAojpWyQUpb47x8HDuNzlbsGWO0/bTU+q0r8x9+TPo+Yb4ByYPKJ9pb+Ucf/nfAcjUFGWFiY2q5duXIlmZmZVFVV0dvbS0REBB6PR835f/nLXxIZGcmCBQtYvny5st9wuVzo9XqEEAwbNoxrrrkGi8VCe3u7MkwKpL9fccUVhIeH43a7iY+P595772Xv3r2Ul5djMBhoamriiSeeYMqUKeTm5jJnzhxlLZmVlUVCQgK1tbXo9XoKCwtZtWoVUkpSU1P7jEbCw8NVMljgQlyyZAnTpk2jpKQE8O0C3X333SxevFgFFa/XS0dHByNHjlTeKwErzQuNEIKkpCTlLRTYRTrx8XPFGe3C+D1ys4CvgBjp83tBStkghAjsjSXgG2EECNhYBmwhTj5+qr+jrC01Bh6BzM0tW7YQERHBokWLEEKQmJjIM888Q0REBNHR0Xi9XqKiopQxU+Af1+Px0NjYyLBhw5TKnNVq5a677qKiooKkpKQ+NpU6nY5XX32V6upq6urqSE5OJiwsjPXr16sdnoSEBGJjY5UmqM1mw+Fw0N7ezoEDB/jwww+ZPXs2GRkZREREsHTpUtLS0voU1J2MEIKuri727t37HV3WefPmqTUVk8lEe3s7TqeT1tZW3n//fdauXav0XPtLRESEGnEBWK1Went7lW3lyVitViZNmqRyViwWCzqdTlUrn0tOO4AIIYbgs2y4V0pp/4Eo9n02lqdtbyml/CvwV//f1dZIBhiByliv10tjY6OazsyfPx+Xy0VDQwNer1etBcB3v/UCUw1ABZEJEybw3HPPERsbS3h4uJrqtLa2EhQUREZGBhkZGYBv0dXpdPLJJ5+QlZVFTk4OOTk5PPfcc4waNYrJkyeTmJjItm3bCAkJ4dZbb6W+vp6uri4mTZpES0sLNpsNk8lEVVUVX3/9NXPmzFHD/kBti9VqZcWKFTidTqKiolQuS1BQEEVFRZjNZtLS0ggPDyciIoLi4mI2btzI8ePHOXLkyDl5v09eQ3E4HN+rdWowGFiwYAEHDx5UxyIiIpg6dSpr1qz5zmikv5zWLowQwoAveLwjpfzIf7jRPy3B/7PJf7wWSDrh6QEby7O2t9QYeATsQ3U6HWPGjOGKK64AICsrC7fbTXNzM4cPHwbg2LFjuFwuOjs7aW5uRkrJ5MmTVZ4F+HZXXC4X4eHhNDQ0cPDgQRwOB06nU+2wBJKkenp6OHLkCEOHDuW2226jsbERk8nEmjVriI6OJi8vj7q6OlpbW9m+fTv33HOP8tvV6XS43W52797Nhx9+SH19PVarleHDh/dJsRdCKJW05cuXYzKZ+OCDD6iqqmLr1q10dHQwc+ZMMjMzAdSU66OPPqKwsJCmpibOFXa7HbfbrZTnA2stpyI6Oprc3Nw+j1dXV9PW1kZKSoo6ptPpCAsL63fbfjSA+K0o/w4cllL+6YSH1gO3+O/fwn+tKtcD/yOEMAohUvHZWxbJfthbagxc9Ho9OTk5/OxnP1PbnMOGDWP58uU0NTWpaYxer+fIkSMcOXJE1cME0tmPHj3K4cOHqaurY8uWLbzzzjuEhYVx8OBBVY0bWCtpaWnh0KFDqlQ/4CkTGDEMHTqUdevW0dnZSVlZGTt27MBms9HQ0IDFYqGzsxOTycTs2bOxWq0UFBSohVSPx0NPTw9Hjx6lu7ubjo4Opb3qdru55ppruOyyy8jJySE8PFzlUJSXlwPQ0tJCeno6cXFxp62GfrrvcXBwMFar9ZQG4gFCQ0O54YYbaG9v75OgFxwcTE1NDampqYSGhgK+Ucn8+fP73bbTGYFMBW4GZgkh9vpv84BngTlCiKPAHP/vSCkPAe8DpcBnwF3+HRiAZcDf8C2sVqDtwAxaAvkQBoOBPXv2EBUVhcfjobi4mA0bNtDb26umAwEJv3379lFXV6eOG41GOjo62L59O9HR0bz55pts3bqVxx57jNjYWMLCwggODiYqKkqtPwghGDFiBKNGjSInJ4eqqiouv/xy6uvraWxspKqqCrvdzo4dO6ioqGDKlCnExMQwYsQIKisr2b59O16vl6CgIJUf4nQ6KSsr49NPP+Xmm29mxYoVNDc3k5WVpaZev/3tbwkPD2f16tWUlpbS3d3NkSNHcDgcxMbG4vF4qK2t5b777uPw4cM/eKGfzXsdFxfHhAkT+ghAG43GPtvlCxYs4NFHHyUrK4v09HTAF3wSEhLIzMzk8OHDaseoo6ODkpKSfosNDQY9kONA2cVuxzkmGmi52I04x2h9Ghycqk8pUkrrqU7+MQZDLUyZlPKHZasGGUKI3VqfBj5an34cLZVdQ0PjrNECiIaGxlkzGALIXy92A84DWp8GB1qffoQBv4iqoaExcBkMIxANDY0BihZANDQ0zpoBG0CEEHOFEGVCiHK/XMCgQQhRJYQ44E+62+0/FimE2CSEOOr/aTnh/Ef8/SwTQuRdvJb/FyHEP4QQTUKIgyccO+M+CCF+5n8vyoUQ/09cjPLU/7blVH1aKYSoOylJMvDYYOhTkhBiixDisBDikBBihf/4hfmsAmK4A+kG6PFlqo4AgoF9QNrFbtcZtL8KiD7p2PPAw/77DwPP+e+n+ftnBFL9/dYPgD7MALKBg/3pA1AETMFXTPlv4OoB1qeVwAOnOHew9CkOyPbfDwe+9rf9gnxWA3UEMhkol1JWSimdwHv4dEYGM2ekn3Lhm9cXKeV2oO2kw4NaA+Z7+vR9DJY+XVS9noEaQBKAmhN+/17tkAGKBDYKIYr92iZwkn4KcKJ+ymDp65n2IYHT1IC5yNwthNjvn+IEhvqDrk8/pNfDefqsBmoAOW3tkAHKVCllNnA1cJcQYsYPnDvY+wrnQAPmIvIaMBLIBBqAF/3HB1WfTtbr+aFTT3HsrPs1UAPI92mKDAqklPX+n03AWnxTkjPVTxmI/OQ0YKSUjVJKj5TSC6ziv9PHQdOni6nXM1ADyC5gtBAiVQgRjE+kef1FbtNpIYQIEz7xaYQQYUAucJAz1E+5sK0+bX5yGjCBi8zPtfg+KxgkffK34eLp9Vys1ePTWF2eh29FuQL434vdnjNo9wh8q9z7gEOBtgNRwOfAUf/PyBOe87/+fpZxEVf0T+rHu/iG9AEt29vPpg/AJfguygrgFfzZzwOoT28DB4D9/osrbpD1aRq+qcZ+YK//Nu9CfVZaKruGhsZZM1CnMBoaGoMALYBoaGicNVoA0dDQOGu0AKKhoXHWaAFEQ0PjrNECiIaGxlmjBRANDY2z5v8DZK8Habv9yMwAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -833,15 +836,6 @@
    "source": [
     "Now that we have **segmented** elements in our image, we want to be able to quantify those elements, which is what is done in chapter 11. In part 10 we can see how we can improve the masks by cleaning them up using binary/morphological operations."
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "6K98A2Dr-Nrj"
-   },
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
@@ -851,9 +845,9 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -865,7 +859,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/11-Filtering.ipynb b/05-Filtering.ipynb
similarity index 94%
rename from 11-Filtering.ipynb
rename to 05-Filtering.ipynb
index 98902fda24bcd2c11b90926ba8d1ec6e114dc0ca..260d39e01a5c41f17908e90d34b04e4c6185eefe 100644
--- a/11-Filtering.ipynb
+++ b/05-Filtering.ipynb
@@ -6,7 +6,7 @@
     "id": "3INZyUJ5AEEz"
    },
    "source": [
-    "# 11. Filtering"
+    "# 5. Filtering"
    ]
   },
   {
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -102,7 +102,7 @@
        "<IPython.core.display.HTML object>"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -126,7 +126,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {
     "id": "XkXDbdU2AEE9"
    },
@@ -145,7 +145,7 @@
     "id": "IIxR_4Q2AEE-"
    },
    "source": [
-    "## 11.1 Linear filters"
+    "## Linear filters"
    ]
   },
   {
@@ -154,7 +154,7 @@
     "id": "WEBf7MYYAEE-"
    },
    "source": [
-    "### 11.1.1 Blurring effect"
+    "### Blurring effect"
    ]
   },
   {
@@ -168,7 +168,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -191,7 +191,7 @@
    "outputs": [
     {
      "data": {
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+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -219,7 +219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {
     "id": "WDLteDgPAEFA"
    },
@@ -230,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -253,7 +253,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -279,7 +279,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -302,7 +302,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -328,7 +328,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -351,7 +351,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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/BfjgcrZpUpbYtzVt1kPhTODZBY93d8vWigLuTvJgkutWujETtrGqngPobk9d4fZM2vVJHu1OL1blqdFSZj0UBk2AuZauoV5cVe9i/vToD5JcstINUi83Ae8AtgDPAZ9b0dZM2KyHwm7g7AWPzwL2rFBbJq6q9nS3+4DbmT9dWiv2JjkdoLvdt8LtmZiq2ltVB6vqEPBl1tbnNvOhcD+wKcm5SY4FtgJ3rHCbJiLJCUlOPHwfuAx4/MjPWlXuAK7t7l8LfGsF2zJRh8Ou8yHW1uc2s386DUBVzSW5HrgLWAfcXFU7VrhZk7IRuD0JzH8OX6+qO1e2SaNJcitwKXBKkt3Ap4HPAt9M8jHgf4HfXrkWjm6Jfbs0yRbmT2V3AR9fqfZNg92cJTVm/fRB0jIzFCQ1DAVJDUNBUsNQkNQwFCQ1DAVJjf8Hx5WdiCTf/o8AAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -378,7 +378,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -401,7 +401,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -421,7 +421,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -444,7 +444,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -471,7 +471,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -494,7 +494,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -516,7 +516,7 @@
     "id": "SgG9lBz5AEFE"
    },
    "source": [
-    "### 11.1.2 Removing noise"
+    "### Removing noise"
    ]
   },
   {
@@ -530,7 +530,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {
     "id": "WUXtAOPJAEFF"
    },
@@ -541,7 +541,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -564,7 +564,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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kX46yX6wlCWAkgHdJ7gSwHcBaM9tQkGchInmT7VqSv8qQ/WItSTP7CMDdOe2diHQ7dTSKSEBFQUQCKgoiElBREJGAioKIBIpyNudhw4bZI4884sr+5je/cY+7ePFid/bChbTtF2k1Nze7cufPn3ePWVrqbzaN017b3t7edSgyfvx4d/bSpUvu7LVabFPdfvvt7uxrr2Xqtr+a9/cbp8164sSJ7mwcW7ZscWfvvPNOV27r1q1oaWnRbM4i0jUVBREJqCiISEBFQUQCKgoiElBREJGAioKIBFQURCSgoiAigaLsaLzxxhutstI3QfSMGTPc465du9adHTVqlDsbp1PRK04nX5yJUONMsHru3Dl3Nk43X5wu1KFDh7qzDz74oDvrnWw3TmfrgAED3NmxY8e6s3EmeS0pKXHlNm3ahDNnzqijUUS6pqIgIoFsl437Aclj0fyMO0guzHDf+SQPkGwg+Vw+d1xECiPbZeMA4KfRcnDVZrYudSPJEgAvAlgAoArAUpJVueysiBReVsvGOU0F0GBmH5lZG4BXAdRkMY6IdKNcPlN4Nlp1egXJwWm2jwZwtNP1RHRbWiSXkawjWRfn+/Yikl/ZFoWXAIwHUA2gCcBP0mTSne7IeP7TzJab2RQzm+I9rSIi+ZdVUTCz42bWYWaXAfwC6ZeDSwAY0+l6JYDGbB5PRLpPtsvG3dLp6qNIvxxcLYAJJG8jWQ5gCYA12TyeiHSfLieqi5aNmwVgGMkEgOcBzCJZjeTbgU8AfDPKjgLwSzNbaGbtJJ8F8CaAEgArzGxPIZ6EiORPUbY5l5aWWkVFhSs7b94897i1tbXubJwJTh944AFX7siRI+4xt27d6s7GaYO977773FnvawDEm7i1ra3NnT106JA7W1XlP+P99ttvu3Jx2s3jtMbH+TD92LFj7qy3jf3ChQvo6OhQm7OIdE1FQUQCKgoiElBREJGAioKIBFQURCSgoiAiARUFEQmoKIhIQEVBRAJF2ebcv39/mzRpkiu7d+9e97iLFi1yZy9fvuzO9u/f35VbvXq1e8xx48a5s6dOnSpI9v7773dn47wOLS0t7uz48ePd2S996UvurLctu7y83D3mK6+84s6OGDHCnY3Tcj9z5kxXbvPmzTh79qzanEWkayoKIhJQURCRgIqCiARUFEQkoKIgIgEVBREJeOZoXAFgEYATZjYpuu01AFeWGa4AcM7MqtPc9xMAnwHoANBuZlPystciUjBdFgUkl417AcAXnRlm9vdXLpP8CYDma9x/tpn5O2ZEpEd1WRTM7B2S49JtI0kAfwfgwTzvl4j0EM+RwrXMAHDczA5m2G4A3iJpAH5uZsszDURyGYBlV67X1dW5dmD27NnunT169GjXoUicNtSVK1e6cpWVle4xDx7M9Cu9Wpzfwblz59zZOC3Rp0+fdmdHjhzpzg4dOtSd3b59uzs7ZsyYrkMA9uzxr0oQZzbpsrIydzbObN1nz5515a7VOp1rUVgKYNU1tk83s0aSIwBsJLk/WrD2KlHBWA4AURERkR6Q9dkHkqUAHgPwWqaMmTVGP08AWI30y8uJSBHJ5ZTkXAD7zSzt6hMk+5MceOUygHlIv7yciBSRLotCtGzcXwBMJJkg+Uy0aQlS3jqQHEVyXXR1JIB3Se4EsB3AWjPbkL9dF5FC8Jx9WJrh9n9Mc1sjgIXR5Y8A3J3j/olIN1NHo4gEVBREJKCiICIBFQURCagoiEgg147GgiDpnkU3Thvs+vXr3dk5c+a4s3PnznXl4swMvHnzZnfWO5s0AJw5c8adjdPie9999xVkH+LM5vz++++7s96W9ziznd90003ubFNTkzs7ePBgd/bjjz925VpbWzNu05GCiARUFEQkoKIgIgEVBREJqCiISEBFQUQCKgoiElBREJGAioKIBFQURCTAOG2c3YXkSQCHU24eBqA3rh/RW58X0HufW294XmPNbHi6DUVZFNIhWdcbV5jqrc8L6L3Prbc+ryv09kFEAioKIhK4nopCxtWlrnO99XkBvfe59dbnBeA6+kxBRLrH9XSkICLdQEVBRAJFXxRIzid5gGQDyed6en/yieQnJD8guYOkb5ntIkRyBckTJHd3um0IyY0kD0Y//XOKFZEMz+0HJI9Fr9sOkgt7ch/zraiLAskSAC8CWACgCsBSkv71vq8Ps82s+jo/7/1rAPNTbnsOwCYzmwBgU3T9evRrXP3cAOCn0etWbWbr0my/bhV1UUByleoGM/vIzNoAvAqgpof3SVKY2TsAUmdjrQGwMrq8EsA3unOf8iXDc+vVir0ojAbQedrdRHRbb2EA3iL5HsllPb0zeTbSzJoAIPo5oof3J9+eJbkrentxXb41yqTYiwLT3NabzqFON7N7kXx79B2SM3t6h8TlJQDjAVQDaALwkx7dmzwr9qKQADCm0/VKAI09tC95F63SDTM7AWA1km+XeovjJG8BgOjniR7en7wxs+Nm1mFmlwH8Ar3rdSv6olALYALJ20iWA1gCYE0P71NekOxPcuCVywDmAdh97XtdV9YAeCq6/BSAN3pwX/LqSrGLPIre9boV5wpRV5hZO8lnAbwJoATACjPzL1tU3EYCWE0SSL4OvzOzDT27S9khuQrALADDSCYAPA/gRwB+T/IZAEcALO65Pcxehuc2i2Q1km9lPwHwzZ7av0JQm7OIBIr97YOIdDMVBREJqCiISEBFQUQCKgoiElBREJGAioKIBP4fc1d1wmFlWVQAAAAASUVORK5CYII=\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -590,7 +590,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -613,7 +613,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -644,7 +644,7 @@
     "id": "i0Y7rnA6AEFG"
    },
    "source": [
-    "### 11.1.3 Filtering an image"
+    "### Filtering an image"
    ]
   },
   {
@@ -658,7 +658,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {
     "id": "VOm7v9sGAEFH"
    },
@@ -671,7 +671,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -694,7 +694,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -712,7 +712,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "metadata": {
     "id": "Btz0bq7RAEFH"
    },
@@ -723,7 +723,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -746,7 +746,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -764,7 +764,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "metadata": {
     "id": "bOODwZ1lAEFH"
    },
@@ -775,7 +775,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -798,7 +798,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -829,7 +829,7 @@
     "id": "LOFv7YsvAEFI"
    },
    "source": [
-    "## 11.2 Non-linear filters"
+    "## Non-linear filters"
    ]
   },
   {
@@ -845,7 +845,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "metadata": {
     "id": "hKF4wD-YAEFI"
    },
@@ -856,7 +856,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -879,7 +879,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -906,7 +906,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -929,7 +929,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -962,17 +962,17 @@
    "source": [
     "### Other selection elements\n",
     "\n",
-    "Until now we have relied on the default regions considered for filtering. For example the median filter operates by default on a 3x3 square regions. However, we can specify any other shape or *structuring element* (```selem```). For example we can use a Numpy array:"
+    "Until now we have relied on the default regions considered for filtering. For example the median filter operates by default on a 3x3 square regions. However, we can specify any other shape or *footprint*. For example we can use a Numpy array:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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nk0mUSiWUSiWkUikkk0n4fD5UKhVR5VlrMRgMRBrMAh4q/lgLYK2VxqEAxO8OBoMSHAwGgxiNRmI18AQHIKXHgUBAZMcsQGLsIBqNSgBRi4oAyMlPkmGpcqfTkdddKpXw9NNPiwy53W6fy3u7DgFCRwIrDmYFCoUCrl+/ju3tbWn0weaggUBAOgPxtKYMOBQKySnNU57CIEbnGWikJJg1/5w7QAtjNptJMFFnAUgGWrFojEGr1UI8HpfgZLvdFotlNBqJBoFWCx+DhFMoFLC7u7sQl3D4+HAksOJg6i6Xy8mmb7VaqNVqsmEpGtJDQtgqPJFIyGPRdKf/z3x+Op2W05/xAMYGAEi34V6vJ8RATYExRjYxb59IJMQC8TwP9XodrVZLLAJjjDQuYbFTJpPBcDhErVaTvgWsLyCZPSwSWCeNAOBIYOVBEgiHwzg+PhkJSV+Z5cAAEIvFAEAqBZPJJFKplJTy6k1Ms5zaeqoHAUjpMKW7iUQC0WhUov2cO0AC4MnOzAJdinA4jFAoBGOM9BTkeqlMpGXBuQYUEjWbTZEnd7td6WZE1+F+3jO+vnv9zZGAw8qAaTiegsPhEJ7nSZyAf2dunsE2FgsBWKgCpBnOct5QKCT9AhntB07UgtzQzPPzFObGJZkMh0P0ej2RAVP8w0Kl6XQqcQI+PoOOJCCSEUmDr5M9EHO5nFRHkige5P3Uv68DETgSWGEwsk9fn2XAAOB5Hqy1SCaTyOVymEwmODo6QqPREFXeaDSSU5YVe7pVOEuFaXYbY5BOp6WnAACJ3LMZCU901gAwI8DHZfwBOG1TphuSaqKi788sAzd8IpFAu90WxWGhUJDGp3qa0Yfhw/6+jlYA4EhgpaHbh21sbCCdTiOVSol1MJvNsLOzg42NDZHhjkYjVKtVKRjSdf9U9SWTSUnbZTKZhXgD5ws0Gg20222pHyBJMGXI4CAzAwwQkgTYdUgXAmkS0iPR2M8gEAggk8ng8uXL4sZwXY1GA/v7+wuNST8uaA0xjrEuROBIYEVB0zUWi6FYLCKfzy9M/8lkMiL+iUajGI/Hsrk9z4PneaIvAE42QCwWQ6lUQj6fl0KkUqkklXyDwUCsD/r5xhhks9mFBiWtVgvtdlvMf12zzz4CbCjS7/fheZ7oCgCIu8IMhK5GjEaj2N3dRTKZlKalw+EQ+Xwely9flmamn2QDr8umPwtHAisK3UW4UCjIfACm9EqlEnK5nFQJMi2YSCREC0D5MCsKWdGXSqVgjJGA22AwQLPZxPHxscQYPM/DeDxGKBQSIhmNRqIIZODwbAWijjWQOBgDiEQi4t7E43HEYjFxdUajkSgSGYxstVpS5qzX3uv1HmhD871ZFzgSWEHQd6V5vLOzg3g8LibsxsYGSqXSgj/OD3U0GkUsFpNTm749I/aM3k8mE+zt7eGv/uqvcHR0hGaziX6/L7ej2i+VSslmZ4aBOoPhcPiB3gLj8RiZTAaZTEZ6E7AQqdfrSfqQEuFsNisuim6IMp1OF2IVtGI2NjYWWqd/XKzT5iccCawoSABPP/00rl+/Lnl3mt/9fl8i7AAW6u/p+zNtSEERTXJOAHrrrbdwdHSEdruNTqcjvQX8fj+2trbw3HPPSeyBAUE2LmWAj2Y9cDrDQA8upTJxf38f/X5/YQRaPp9HPp9HPB5fmEVAEuh0OmKZhEIhRKNRNBoNHBwcCAE5fDQcCawgaLpfunQJn/70p3Hjxg0MBgNUKhVMp1NUKhW0222ZD8A0GwAxzePxuNT6U6TDYaPlchk//elP8d5774mPzZJeBiNZLzCdThGLxeRvJAP2MmBDU1okiURCfH+q/lgiXKlUZFOz+xBl0AwUzmYzeJ6H6XSKarUqJBOLxRAIBNBoNPDWW2+JoOiTYN0yBI4EVgzMlyeTSTz55JPY2NjAYDCQslqKeRg06/f74j6wOIcBQQpz+PfpdIp2u41bt27h9ddfx9HR0YLMFzgN2o3HY+zv7yObzWJjY0N6EnJUOWMNTD0OBgPpKswvDjCNRCLY2dkRxSKblgSDQelARDBAOJvNxDXRqsHt7W088cQTODg4EG2Ewy+G76NuYIzZNcb8V2PMW8aYN40xvz+/njPGfNsY8+78e1bd56vGmJvGmLeNMb91ni9gnaCbhxQKBVy6dAnGGBwfH6NarcrJp3Pl4/EYtVpNmnBwIjHHg7PZJ90Az/NwcHCAWq0mzUKYSqTfz8xAs9lEvV5fEBORpGgJABBiACD9CDWp0OfP5XJCALyfPs1JJlQfxmIxZLNZJJNJaUaSTqexsbGBVCq10Dz148AFBj+ICYB/aq3978aYJIAfGWO+DeB/AfAda+3XjTEvA3gZwFeMMc8AeBHAswC2AfypMeYpa62r9XxAsFhIDweh7z8ajRAKhST3zsAaT2JuBqoBGYCbTCao1Wryd90ghJuBvzOLwM1FImg2m0IAzDgwW8GuwXQXgBOS8jxPyoQ5fiyTyYjZn0gkpKMxwY3J2ARdAcY7aCVkMhkUCgVUq9X7Eg+tOz6SBKy1hwAO5z93jDFvAbgE4IsAPj+/2TcAfBfAV+bXv2mtHQK4ZYy5CeAFAN972ItfJ2iJMLsJc1Oy2QcAOdE5648BNe2TF4tFSf31+33EYrGFNl0UINHFoAUCQLT8rPwDgFqtJuY5RT26HwDvz8fwPA/AiUnfaDRkTWwhxnZjnEEAnLYtZ4aB8mTGDxiz6Pf7SKfT2N7exp07dyRA6Ijgw/GxYgLGmCsAfgXA9wGU5gQBa+2hMWZjfrNLAP5c3W1/fs3hAcF+f9lsFru7u8hkMjJXgD0A8vm8lAdzk5j5+C+e7lojrxt46GYgjBnwttzYwAlJpFIpeWydCeBG141AaTmwapDPycdmvwOa8HQ3uF4WJrFgiH0FmF1ghoKZiWq1ilQqhVgsJhbHOikAPy7umwSMMQkA/xHAP7bWtn+Br3WvP3zg3TfGvATgpft9/nUHdQGxWAw7Ozt44oknUCwWEY/HZSxYOBxGLBZDNBoFcHLSMgugfemjoyMx1TmUlBtETyPSZcA6wNbv95HNZsXMZ5dj9gWczWYSRzjr3zO2QBPe5/NJ9R+Ll6bTKbrdrpRDA6d1Bp7nSa0CXSOWNrNnQrFYxNbWFjY2NqQNOl+fI4IP4r5IwBgTxAkB/Dtr7X+aXy4bY7bmVsAWgOP59X0Au+ruOwAOzj6mtfYVAK/MH9/9Z34BaE6zvn9zc1NSaPrEpwyXOgCe4Kza42lIQQ/7BtCUH4/HEjBkdJ4EQkwmE7TbbYnqU7acTqcBQERCJBhudAALRMIuQ1pTMJlMpMchABweHmJvbw/BYBDZbFbKhUl6jFNwlHqn0xFl5MbGBi5fviwBU9YFOBL4ID6SBMzJkf9vALxlrf0D9afXAHwJwNfn37+lrv+RMeYPcBIYvAHgBw9z0esEmsy6kIa1ALoNFzcaNxZjAqz4Y4CMbcGp2ed4MLoUsVhMevvzFNVzBLgmmvq5XE7MeKYo+TcOHeXmY1aA4iLGKXg/piITicRClyMGAlnByLLpXq8n9QW68IeNT3K5HDY2NtDr9aT/gMMHcT+WwOcA/EMAf2mMeX1+7Z/jZPO/aoz5MoA7AH4XAKy1bxpjXgXwM5xkFn7PZQYeDLQEGLBLp9MS2OMpyMAYpbusGGSjUX6xeKjT6YgMmCk2ms25XA6f+tSnJLrOcmKesrFYDPl8Hpubm8hms5IJoKaA8mN2PR4Oh2i325Ki1F/M75NkaHXQiiEBdLtdcVGYDuTm7na7aDQa8DwP1WoV7XZbyp53d3fluRkgdNqBRdxPduC/4d5+PgD89Q+5z9cAfO0B1uWgwBOS+vjNzU2k02mxDgDIiQlgoZ0X/fbRaCTBNoqLqBRk6tHv92MwGCAWiyGdTuPKlSvSKYhFSIlEAjs7O7h8+bI0NOVJzEYjsVhMrnueh/39fbTbbTHLqU/gKc7GIo1GA/1+f2FaMd0Y4MSFIOkBJ7EJuh7UM1BKrCsbac3QInEiokU4xeCSg1YAT1ZqBFKpFIbDofj1bO/Fk1W39AoEAmIi67FjnA+gC4woywVOOvp2u12xEiKRCJ555hm88MILSKfT6HQ6UlPATkGNRgOBQEBKmIfDoVQH3r59W1qSZ7NZ5HI5ISu6ESQE9hbkffUgFGY4KIHWxUnxeFyKjZjhoCXBlKXWQDg4Elh6UDzDE515e8plGSgj9HwBioZYvktLgQU9enag3hSMMUSjUezs7EjtwaVLl/CZz3wGpVJJ6hfom7PMNxqNCvEwc1AoFABAxo9R1sxpR9VqFZVKRdwYtg/jGnj6s50Z3wdaFsYYSSEWCgUUCgUMBoOFwCX7F/DLpQ1P4UhgheD3+8X39jxPAn4MEjI1p/PqABCJRGTD0fdmyhGAWA/AaVsySokp2jHGYHNzU+IPtCBYlsz1JZPJhdOZPnw6nUY2mxUf/vj4WDIJzFBwFoLucaB7EvJ3xij4unmN9+l0OiJnZjC1WCyi1+uh2WxiMBjIe+FIwJHA0kN/SPmBHwwGKJfLMviTeXZaAfz9bIsuEgXJhJuLFXicM8hNxdmA3DCVSgW5XE5IgMIlHWzjdV12TBeEQ0d7vR6q1aroFWhBJJNJ6ZGo4wAsSOLjD4dDOdl5Oz0LgbEC3pfTjTY2NtBoNEQzwbjIursGjgSWHNxgNOUDgYA04NAEoEttGQSkK8BNQzNfN/FkBJ7uA+MExhhUq1WRBjP4xoIj3d8wmUwulO6yeIhr1jMPM5kMxuOxxCgYqGTKkK/xrDVBC4avr9frSbCSegamCDudjgxP0TqKVCqF3d1dCQ6SAPhc6wpHAisAZge4eUejkchtmYIDIDJefvjpDpAUdANSEka/35dNxI1NS4EnKpuO8JT1PE9ObL3RtY/Nx9Dtx1nhFwqF0Gg0JBDY6/VkU7ONmFWdkhnknE6nUlTEYB8tADYbbTabqFariEajcl+6G8YYsQhIrOyYtM4ZA0cCSw4SgJbwsvJOWwS0Bmj+8sTUIhxmF5hiA/CBRh+8H62Mbrcr8wvpMpActJCJlYk67UclIn19qg1JNO12W56LGod+vy9KQ4qNWq2W+PwA5GRPJBIL8woPDw9x8+ZNtFotpNNplEolBINBGWTCfgpsZjKZTPDee+9JJybdfWmd4EhgiaEJAIAExmg+07/nNT1IRNf+88OfyWQWBpGypTgnEQGQzaBNZZ7Y0WhUMgpMGWoRE3A6tJTmNpuaknioBGTgktbHWWkxXRWd+6d1Q1+fv7daLRwfH+P27du4c+fOwngzBkV1u3M9Lt3v9+PWrVtot9uSqlw3InAksCJgukynyhKJhIwh14o/BvJYlMNNHAgEMBgMkM1mpRkHhTt66Cc3C90HPh99eQb96KfrGgRdeswTllp/HbvQGz+dTsuG5onPfgm6epFqSD4nS6Gr1SoODg4kzUh3R2cXGAhNpVIoFAqSytzc3ESxWMRf/uVf4vj4WFqrrxMROBJYcuhSXgbYtra2xIelL86Ant6MFAtRC6Cn+vJLp+LudXv60dwYepwZ3QTGKmiFcJ3sdcAGoqPRSFqEc5NxPFkymVyYP0hLRVsptIgYy2DL8ePjYxEtkVh0VoT35YSmZDKJQqEg7cnZx/D73/8+9vb2FnoWrAMcCSwxdLk2f6Z+n/l4nSfnBtNRdl00owuOtMSYdQftdltiAFTjAZAW5Nzo2mdnFoJ6AQYQOfiU8l0GMOm/c0w5LQsGEnU2hJtWb2wWL3GN/X4f7XZbiIYzDWhNxGIxkVzzZ8/zEI/HUSwWEYvF0O128eSTT0qXpsPDQ5mrsA5E4EhgyaE3v57Nx/w8fXam5HjKUkikNxcAMfHZkMOY0wGfWjzDXoQ+n08ERHQNuHm5EdnYgxuQFgSrBuPxuGgL6NJo0Y4uGtJWAAlgOBxKRyOSBFWRJCsdOASAZDIpcxFYmsz3DzjphkRLhinFfD6PGzduIBAI4O7du+h0OuJWXWQ4ElgB8AQEIG4BycDn8yGTySz49b1eTwprgNMAI4VBuVwOm5ub4utTPEPSyGQyktrT6TXevt/vi/9MUU4ul0MulxMLhWXKtFJ0p2O+Bu16AJBcfqFQQDabRT6fl2InvjYSBAVJOgNB18jv9yOdTiOZTCKTyYglw9syRkDtBHsrhMNhXL58Wcjk6OhICOIiawkcCSwpdFaAYOSdEXme8j6fD6lUCpcvX17oOKwVgnQh2IOQ7b8ZMOQHX08iovlO64Ebjc+h/X2a4IzqU3zEv3MtXBuLljQp8PQuFovY3t5GLBZDs9mUdCRJT+smSE60Rih04ggzxk1o1VBLQVOfLgyJTr8X/D+wmxHJ6qLBkcCSQqcHeQIxB69PPO0vJ5NJ5PN5iaADWBDJsANQu91GuVxGLpcTOTFdAebfZ7OZ5OfZQ+Cskk/HGPSQU6YIq9UqarWaSImBU3KipQBAKhBZmszgHckoFouJoKhWq6HVaknRFDsq6elJjJvQciFpautJBxtpVbAPYzgcxpUrV4TU9vf3RTx1EYuOHAksMTQJcDOzhLbX64lZTCERcOr30oqg/5/P56UHAYOA0+lUZgKyVp9pRO3PR6NRMds5rORsFWOn0xE1IgOSzL1Tcagr92iC60rBSCSCeDy+ML2IG5snN0knEAhIM5RIJCLBykAgIGsm8egsCACJb4TDYXkfmOZk/4RkMonLly9LezUGK3VQ9KLAkcCS4l5FLUyHxWIxzGYzya/Tr+fG4oeVZjAHe/p8Ppn+y43VarUksMimpVTwseY/FApJ5oCPr5t+MIBGdSItlEgkIr0BuEGpDKSASJc6k4T0xCEd2GT/QwYfuQbtGrBYKJvNypBWPXuAcQhd7sz3ibJlPdU4lUrh6tWrCy3PL1rTUkcCSwrdGJMbnQq8Xq8nQTvejt12O52ORPNpFfCU1bMC6P8yXgBANrJuW8a6fV3Gy+elz83+BLrnAZuixuNxKXtmBSFNeW4ovalYD6FFSroPYiwWE60/Nz0j/sxQcGoyBUG0IDiajXoIPh/dIFo3OogZDAZRKpUW4jPMpFwUOBJYYuhiHOB0vBiFPiyiASAae/rLnEmYTCblMZie48kZiURk2Od4PJaxYwwW8sTn8+mSYZ7EwWAQ8XhcIvIcZBIKhSTSz3hBs9mUCD83N017ACIB1mIl3V6MG5cWCKP8dDcY1OPmZa0ES66pK+DrpIlPfQFJTLtTfJ+oyOTXRZps5EhgSUFdAGMC/M7NRxdAlwvTr2UDTp6gPDnZP4AnKgd0RKNR2eDdbld8ZuB0AClNeurtSRQ6JsG4BUed8e8cXlqv1+W2fB6Kejg0RZvjDEoy7cn7cGQZ4x0kNVotLDFmaq/dbsvp3ev10G63Zb28TmuJjw9ANAy8trm5KXEOpmAvAhE4ElhiaCLQkln6tNyYwWBQuugwj88Tluk3RtxJJlrVR5EOFXo0odklmKcgA4UU7fBUZqCRVkixWBQSGQwGOD4+xt27d4WUmNnIZrPIZDIolUpCRJ7nodvtykj0ZDK5UNfAk5p9Cjm1mNF7TigiIfAarQFuYlofWnDFOIZOdXIdJIHRaCRl0PxfrDocCSwpeMJopSA3MMU93Kj6d+bNOccvkUggl8uhUChI6S1wUs3H6Dmbh+giIwCyORjUo8owm80KWdTrdZTLZdRqNbE29MbyPA+tVktIg5uMwTtG+Bmo1IpA7bvTnWE2gdWBJEdtkfBxaFmwZoH5fr63FB5ZayWQSjdDdyTq9Xqy5nQ6jYODAzQaDRFSrbq02JHAEkNbAfRzgVMzlSW1tAo6nQ4mk4m06+J9aMLzw63z5Y1GAwcHB+LDkxgIPqauHchkMkgkEtJzgJuP0X3gpCSZswCYVmTKjw0/KH3WRUcMKHqetyB80hWNDFCyYSkAeWzeNpVKYTKZoF6vSzyCa6XoSouJGD9gj0MAQn6UHqdSKQDA5uYm9vb2JCuitRyrCEcCSwr9weJ3nkyM5rfbbWnWoTMJLJShTJbiHcYQeDsKZGhN+P1+FItF8enpJhwdHck6GLxjnIAuQjweFyvlzp07iEaj6Pf7aDabUinI+EIsFsN0OkWlUgEAiQto+XOj0RB9P4ODHEhKqTLTjeyLyIaoxWIR2Wx2QUzFdbJDMoAFN4gESZxNVdK9CIfD2NjYkDTrWVXnKsKRwBJDpwm5gSioYSS73W4DOE238TaM5vPDTX+bKj9G0bWJzEKZUqkkpzpPXlojbHJKv5rro5aAevt0Oi0iHh3NZwaBG9paK6lEEtBgMEClUsHBwQHq9boEQtnRiO3SRqOR+OyMMUSjUWxubiIUCiGXy4noiad8Op0WxSJTjLS42IjF5/NJt2WCsmdjDPL5PIrFIg4ODsTKcZaAw7lCf0gZCGQkm343SSAcDiOZTMq8QsYAmNdmdLxWqwm58L6pVEp0Ajs7OwAgUmDtq9O05kRgPR+QG24ymYi5zPQbxUpaVGSMkQAhffzhcIibN2/i5s2baDQakhXRqcJmsykERl1ENBrF1taWWB9PPPGEEEgikUA+n5e+BXwvmXnRnY0oYSYJaMmw3+9HqVTC9vY23nvvvYWZD6saG3AksOTQH1D9wdX990kCjO4zas7Nwgh5JBKRU7DVasmMPprSvP3h4SHu3r27EFcgCbGen7oAdj8ej8cIBAJihgOn5brD4VDMaw4vJTFoy4UpvJ/85Cd4/fXX8f7778vQUQb+rLWo1WqoVqvSXUifxny9jUYD7777Lq5cuYJLly5JVSLTlj6fTwiUZr4uZablRReHKVdOOOJkaCopV9ktcCSwpKC/SUELo97035PJ5EKaCziJkGcyGRSLRaRSKQkeUifAk5jZBD4WKwQpIWakPJvNYmNjA7FYTARBjOLrwR7M41PGS9O72WyKO6AbnXCs+Wx2OnBkOByi0Wjg/fffx49//GO8//77MhB1OBwikUjA7/ej2+2iUqmI9aFrCZgFYAFVpVJBrVbDcDjEc889BwASGGXGRaswuekZf2ChVqvVknkFlF0nEglp0ErLYlXhSGCJwcg5VW3cEAwEMlBI/5Zjt1gd2O/35cPOwNZgMECtVkOz2ZTGIHp+AQVH1lrJDJRKJWnwwcfj5F/mymmhkLA0eQFY6PVHWS5TfX6/H57n4e7du3jnnXewv78v5v7Zx+p2uwuZA24+Kvk8zxNLg/qGN954A36/H6lUSuoJuNmZauQGZ58B9kqg5USBEFOorVZLXhdbs61qbMCRwJJC6wSAU1dAl/Iy784RY7pJCE1imqqs+GO+nAo8Dh/lqcgNzboCz/Nw6dIlJBIJ0ekzD8/HZhcg5vQByABQuhM8gSm2McagUCiIq8N03vHxsfj6uqEJC5fY44ABPL43umWa7o/I9y0QCGBnZwelUgkAZDw7hVR+v18sJmoLeD/GU0hiFByRFJmFuFfR1yrAkcCSQmcGgNPoP/8GnNbm83Sjcq7T6cgm5c8UFvF011WHWsfPQKKOljOtRxPeGCMdhDivkP64rrQLhUIiWgqFQuIG8Dk1mXW7XRwdHQlxMarPzXWvRqln3x8GD/nctIYCgQCq1SrefPNNFAoFyRrwuenCaKtGBzq1ToMbnroGxjYYo1lFOBJYUtAC4Idc19Jz8+hyYbYOo99PF4KnJyPcPC212c5Anv6AcxMxaMcPu67eY1vwYDAoegP2JWCajRuN7gpHqnPD8MS/ffs2yuWyxBX4HjAzwNfE6kemCXXWQt+HoLDK8zy8++67iEQieO6556RJCjc8H5cuhe5dyP6Gup6CZEH3iNdW0SVwJLCkoKCHPzP4xqg+/d5YLIbNzU2k02nx0Xnic/PpgR2UwTKARhOecQN+4JPJJOLx+AdUhNxw9I8TiYQQDU9prpcNPnQHY5IDH6tcLuP4+BjlcnlhgChPcd4OON3gOv6gTXDdbk03EKHlU6lU8OabbyIQCODatWti3lNFCECaoZBwaCnwf8E26oyjaA2HtnBWCY4ElhjaCuCHnacapayxWEzEK+PxWCLyPME4wEPn2nmdATEKcGgFsLIwkUhIpx8AC511xuOxdBOiiIjPw/4DDPoxAn94eIhEIiE5eDYcYW0BdfzD4XAhLamhRTs660AFJN8rFivRoqKy0PM83Lp1Sxqq6pJkWjlcM4mA1tVoNEI6nRY3AYBkTHi7VXQJHAksMXjq0azXbbbop6fTaQnaJZNJ2XAUGLGHAE8wbnb66Wy8wUCbz+cTXQFrDnSZMG9P6EYd3BBawszv1O+PRiM89dRTUmnIQiJKiSkOojmuR4PRFaLpDkDiGdoy0FkLnuB8P9lNqdlsCoFx/ezDQMLlZtedlPgYABbiAdpyWzV8JAkYYyIA/gxAeH77/9da+y+NMTkA/wHAFQDvA/h71trG/D5fBfBlAFMA/8ha+yfnsvoLDu3v8oPJE0nHAthjgEq3Wq0mG5knOk+8fD4vm1iTDD/8PFE9z5OBIrwt/05fWm86VjnqiLzeyDz1qUwMhULI5/PIZDIiQKI7QZlxJBLB0dGRkAh9bg19amu3gQTE052gKpFkqpuk0CoCIN2WgdOJy3reAi0Nvm4SwSrifiyBIYC/Zq31jDFBAP/NGPOfAfxdAN+x1n7dGPMygJcBfMUY8wyAFwE8C2AbwJ8aY56y1q6umuIxQmv6Ga2nAIdmOluLAZCBoYyWs3iIJzVLi7nZGNyiYIcnPh9XtxRnpkD70lojwPgC16z/RlOfVY98Lp23ZwyCZn6/38fm5iZisRjq9bpMWDq7Jr5PwGJA9WyBD2+TTqeRz+cRj8fl9NZSbLpdFDKRaPkYZwOV+nn48yoRwkeSgD15Nd781+D8ywL4IoDPz69/A8B3AXxlfv2b1tohgFvGmJsAXgDwvYe58HWBtgD4gad52u/3RafPgCFz/zSJOWWYjTU5NpwBRd0mi5v6rJSXcYhoNIp0Oo1sNgvgtGEIu+9ofb/OKLDoqd/viwtCXYJ2WRh9Z66+3+8jFothe3sb9Xod77zzzoI1oMVJuiEpr+umLCwXzufzeOqpp/Crv/qrsNai1Wot9CxgH0QGPllIpYmODVd1DEH/v1YN9xUTMMb4AfwIwHUA/6e19vvGmJK19hAArLWHxpiN+c0vAfhzdff9+bWzj/kSgJceZPHrAu0G0NflJOLhcIiNjQ3RwvPUp8lKM5ymLYd/sqUXcCI35knLCkMGDhkXIJmwUQlTbNwQTA/yxIxGo6IhYHNQCoiYygQgEXXODWS8o1gs4tlnn0W5XEar1UIymRSRk9YN6FgBLQh9KnNTci7DtWvX8JnPfAbXrl2TkuV2u/2BakU9gJUkCkAyL3w/gdOMie7FuEpkcF8kMDflP2OMyQD4/4wxn/4FN79XJcUH3hFr7SsAXgEAY8zqvGOPGDouwI65rVYL5XJZgn3dbldUeTpKzoo8tv3iBzeTyUibsK2tLWSzWTSbTVHrAadddxhB5ybwPA/pdFr6E7LwSLfa0gEynq68/2w2E5Oe1gCtA05IovhoOp3i0qVLuHv3rkiJO52OVDFyOhKlz3yveDprNR8bjXzqU5/C9evXpcIQgFQ1AosjzyeTicRVOKSFMxb4XjI2crYN3Cq5BB8rO2CtbRpjvgvgCwDKxpituRWwBeB4frN9ALvqbjsADh7GYtcV+uTzPA/1el0ahVIfz8lBDGIx388CIebygVN3go028vk8tre3ce3aNdlsjKxba+X01U04aNJzw4XDYfH5ufF141CSF2MBvMZmInYugWYTFG5cDhXVz7e/v49qtSrkR8lyu91eGG7KTUk3aGNjA9evX8fu7q6QZrFYRKPRWOi4xIAo10pCBCBFVjqQqN2pCxkTMMYUAYznBBAF8DcA/CsArwH4EoCvz79/a36X1wD8kTHmD3ASGLwB4AfnsPa1An1unuzxeBzNZlMm7ejJQHoTJRKJhXTdZDKRhh+RSATJZBLFYlFKdTc3N3Hz5k0cHR2hXq/LiU1BDMmk0WggmUyK+wFA/H8SAdV63PA8YTkfgf71dDpFOp1GvV6XaH84HEY2m0UwGEQul4MxRmYKlEol3Lp1SywXiow4KPXsePZAIIB8Po98Po9sNivpRQBIJBLY2NgQbQMAiYvQJdBER0Lle3k29rCKJcX3YwlsAfjGPC7gA/CqtfaPjTHfA/CqMebLAO4A+F0AsNa+aYx5FcDPAEwA/J7LDDw4aG7TXK3VatKRJ5/PS4FQOBxGPB4XSS19cka5AUg1HZuNsiR2Npthe3tb2nmVy2WZz8cPOJ+zUqmI/iAUCiGZTMqYM53G1Kk1no7MWjCTAZy4Dc1mU36mqrBYLMIYg1QqJadvIBBAJpNBo9FAuVzGcDgU/cLe3p40TGE35WAwiEwmg42NDbRaLVSrVbGiKExiOzRaI7PZTLQLLE1mLEYHJIHF8fGriPvJDvwUwK/c43oNwF//kPt8DcDXHnh1DgAW8/lMD3a7XRlJxhOd/i+DaxQU6d4BnLNHa4BBPmYTaI5TYttut8Vn5unINt+MnnNNbEKip/pwPYwJhMNh5PN5OXWp4mP3Xir54vG4uEA6y8DHDIVCKBQK8ljGGLTbbeTzeSEuEpTuHtxqtXDz5s0PzDlkV2XWOPA732tWDt5LGqwLmbRrsCougVMMrghIBHqOHpVvbPjBGABNfUb2qdvnRmYdPxuQsBU5fVzWFlB/4HmexAG63e5CE1Ke5P1+X2IVepAHTWduSh27mEwmMvyDuXedbhuPx2i321KJqNWIDJTSXSgUCvI3Zh8ODw/RbrfFt59OTyY2UVGpA5iUV1NMxL+Fw2Eht0ajIQTLQCHfV+CUDFaJAABHAisFmp8kArYD0yasmffT4+nIwBx9+tlsJmpABuSAk2Bhq9VCpVLB3bt38dZbb6FSqcjmpBXBddA9YN6ewUb60YxD0ArhSaytDuB0fmG/3xdXhunOo6MjITP2BmSjkX6/j3K5LJH7TCaDfD4vqUngZJT73t4eut2u3Of4+FiCeXzPACCfzwt58Toly3wOagMou9akpbULFzJF6LA80JoBNgGlb66bjVJNyA8jT2ZO5Tk8PITnedja2kI+n5cuwkdHRzg4OMDR0dFCgA2AZCHYjoyVczzxqa+nXFiPI9cDTq210jNAl+EyIBgOh9Hv91GtVhfERUwvMjhJd2E4HKLZbC6QFImFMmfm//me0NfnRqbsOpPJADgtQebrZj9CYDEFqq0GTQSrBEcCKwZtCpMQWJ4bDocX+gRQC0BTWufsOeprb29PzFfKfEejkWxaAPIzS4NzuRzS6fRC6pJBu+l0KicncNrlmM9BsmBzUsYgqNRj+/Bms4l6vS6tw7mRSQTj8VjWwmpICp50UQ8bn9B85wgxtg4bj8eijmSdhbUWyWRS5jRMJhPs7e0tFDLRQtLuia4gXCUicCSwgtD1BMYYmd/HGYF+v1/qA9htiBoBtiJnPwH9wdWtwCgUogiHmgK2B2etATcJ/WOeqKxL4Mk/Go2kfoC3p3lPX5wbiz49SQs4zY5wLYw9cIoRg3Y05Wmt0PdnipENVUlYJEeup9VqyfvDgixtceiZB5yupAlZBwlXBY4EVhRnMwaMDTAiztQhT1iq6phPZ+CPaTTCzBtsMOMAYKEZSDqdBgAx/XWpMjcUG2/qBqnMDtBfZ3qOw1NY4UirgqPUaLUwvsB0ZC6Xk8Bns9lcUAtS8MOUqA7W0QqhRJpDWgeDAarVqlgI/X4fwWBQ6iaoR9CyZF3dqRucOBJweGQgCdAnZgSfG4anLE98Ld7RxUh6AzGDwCg4S32ZDmRsgWY0r3PsOf17mvt8DuC05wAtDRKQJg/+Xbf/ZkaCWQma7tp64P3YPYmpUwASP2i32yiXy6hUKjKwhKTE9zGRSCCTyUhfhV6vh0qlIuPNKZGmlaXLsi+yWMhhicH4AE3ZWCyGZrMpkX9+MLlJdKNOmrCM7vM7b6NHkXFTUStAX5vaBG7Qs30LGaxjsQ/dBVobFBjxhE8mk1JOTL+erct00xLGLnT7cT4+QcXkcDjE8fGxKBVJTnQD9GxDxj44fJTdkev1uhRl6S9aYnQFVhGOBC4AeDJT1NJsNjEYDJBKpYQAeLJSDcjiI/5MqS9w8sHXwhxucp6+yWQSrVZLCmdIDtwIuqKOAT26BsDpqcvNzzQgT3Lm5qniY7CTvji1/WdJTMuTmVXg8BRaFZoAuRbdYrzX64k7lU6ncXR0hOPj44V+hwxOMh6gYwFOJ+DwyKFFRHQLYrEYCoUCksmkVBbyQ0oVIQtudB29nr3HTUkrg0ExntK62y9Pe57wwGnvf24GLTHWOgGC3Y+44eky0MJg/8Reryekw+80y7vdrsQ/qDLs9/tSG8DsRqvVkhSlPv19Pp9MXWZgk9aDDkrSCtFty1cxFkA4ErgAYGCKpbVHR0cSNONIMj0UlFkAnqAAFvxqSmZZj0BtQa/XQ6PRECmytVYUdlQh0mKgfkCLgrTLwL8xc2CtldHiWh0YDAaxubmJYDCI4+NjEf8Ap81F9Yakac/Kw0gkIspCBg1JBLwfANnYzHAQHIWu3Rm6BWe7J60qETgSuCCgaUz/+NatWyJi4bgybfJPp9OFDkEkEJ6+dBd40jFtxsfTY8u5EZnj5+maSCRkWKpu6EnxjY5DdDodmX3IVCIAOaVJTNQn6JkBJCie8HQFGHw8m9unC6M1DnQHtNtCfUCz2RQLRQ8nOasX4P9h1eBI4AKBfjNw0vxjf38fxhjk83mUSiVR+FFKrDv28sPLaDfTZnq0GP3uTqeDTCaDRCIhz8usA+/LTAEj7qFQSFwK3kZvcBIHA5AseNJmOHUATE1SBMTgXa/XWygI6vf78Pv90pGI/QYYR2CgUUudKRv2PA/lchm3b98W14HxAH6RCLQlsIpwJHDBwJMbgEhp33vvPekPqM1sFvHorkDMDjBHDkD8+MFgsNAnQJv3jBPwPiwFDgaDSKfToidggDIQCCw0NmWsgRuLp7tOIeqZCHxeEg7FRbRKWq0WwuEwOp2OWAgktLOxgOFwKOlUTiGaTqeo1+vS70CTAF0BnV5dRZEQ4UjgAoIfdFb23bp1C5FIBJcvX0Y6nZbUH08vBuS4sbRbwZORFYDMPLBPAMHHoAaBZnkkEpE+AcFgENlsFul0WmoV2u22CJHG4zGOjo4AQIJ71CnQl2djEYp42OCkXq8vFDtZa2Vjc3PytVFhSSKkO6Al2WzNpke/afdBdxxeZSsAcCRwIcFAIctcy+WynHI68KcDcAwkApByYt6HMmHO4+PUYBKHLqChjFh3Bd7f30ej0UAmkxGLJJ/PI5lMyvgxkgjlzIxZ6EEfumiJm7DVauHg4EBiD2xeoicvkUSYRuWQEV0FqCXKXDdfIy0BEgzdpFWVCZ+FI4ELCp5c/JkpukAggFKpJAIg+uSMfrMUmZuGoh7OHWRmgaexFvVQ03+2WpBpRsqJgdNNF4/HxbLgicuMgXYJWAOhb9ftdlGv14UA2BGZr5naBU0aXKeWStPVYGk0XRtqDvjFjsnsMbjKwUANRwIXGJoI2u32giSX2nr615xAxA3HeAE3LU1javxjsRharZZsLMqMObtQl/rOZjOJ7LMegZF4XbxDs5wbt1KpyM+0DHRLLx041H47LYpmsymDQ3TxDxWBuouQljh3Oh0cHR2hWq1KPIGpUmZMmC1YdQIAHAlceHCDsEUY6wDoGjAdyPJfRuHZVXgwGMgm0CdoPB4Xv1ufiDTFmRng85RKJVy+fFl6BjIlyaCetVZSlfrxPM8TSTEJTav79OYlEeh0JtfC++negCQ73obWS6VSwcHBgbgmfB4SyUUQCGk4ElgD8ENPXxtY7IXHfv/A6agzay0SiYRsWO0zcyPpjr70l9msU1scxWIR2WwWyWRSyn5pdbAmgNkDZif4HCxpZrUfA56tVkv6EjLYx5oGHa1nIxTgtJCIFhJ9e7ZrIxlp6bUuHdaPr7Mwqw5HAmsCEgGbbwAQ1d+1a9cAYGGOAHsTWmsXZg9y09BPZoRc599ZYceZAEw3VioVcT9IKtpaoJyZ/jvTf3rwKqcba1eExMXXqbMB9PX1GmlFAFioW2AcpFKpoNFoLLy+i+gGEI4E1gj88A4GAzQaDdlsk8kE169fl82gU4jcSKwepGugK+g4tgs4bWNGZR4AMaXb7bYEA88WKFGLQEkySSsYDCKVSknfQc5XYHNUBgJHo5Fo/JkN4GMCkLXT5eh2uwv9BtgCfTAYyIARmv90UVZdD/BhcCSwZtAaAt31xxiDq1evIpfLSSGQ3szGGOneQ7ERNwWDcJwXoBV0zNXroB2fk12RtQyZ5KA1DMaYBR+fmQKWGXMt1lrROuhYALMMOt5AERKhB6+yzTrJSwc4LxoBAI4E1hIUxOhKvu9973tot9t49tlnRQ+gG5Ro6Sw3l+d5UmWn4wbj8ViKlphu022+tAXi8/lEwBQKhWRkODsAAacxCJr/nISkS5XpuvB0pySamxiA/I29EAjGDtrtNmq1mjQP0RmFi0oAgCOBtYW2CFhBx1MUALa2tmROoC484oah6c4UG/UDHENOdR9PdmYmGGQDIOnIbDYrWoPJZCIDR7VMmesDsEAGdGHojnCNDHbSQmE8g3UOwGkTVHYdYss1bnwdQ7gomYB7wZHAmuNepbG9Xg/PP/88dnZ2ZKQ3gIVuRLoX4Pb2NtrttmxKkgN/5rwB+tuDwWBheEmv1xNdAmcU8jsrCtk/gC4Ag3vUPzCrAEDWQdETW6CxqEgH+ABIMxLdi3FdCABwJOCAU/eArbfo41+/fh1XrlzB1taWdPPRxULs6lsoFKT/AFuEb25uih5hY2NDNAfcxPS3e70e7t69K/0AuUEp62232/KchUJBNm+n00GlUhGXgPEKCpZIaqFQSIRBOn2og6TdbldiAZQV64YoF5kAAEcCDnPwhKcwhqq5t99+G08++SSefPJJmRFIX5/z+Xw+H0qlkpj3uVxOxER6SrJuMEpLQjch5XfGCgKBgGQjAoEAPM9DNBoVEqhWq6JiZKaA8QxNAlwLMwdMK+pAYL1eF0thXSwAwpGAwwJ06yxqCo6Pj3F8fIwrV67gypUr2N7eXpgupHsBxONxCdwBpzMKWaLLqUDcYLr2gME4AGLK8zqDexpsDEJXgGRBn5+CJVYpApACJAYe2+02KpXKQurzoqYCPwyOBBw+AJ6UdBNovnNWIYOGFBDRP+eGA05bf3W7XTQaDdmQNO05FkyPDyMJ8DF0MRLTmDzlWYug4wQUAPG59WNxrQwQlstlHB4eSt/Csw1U1oUAAEcCDr8Auu6AHXdrtRpu3rwpcmDdzLTf76NYLErzT56qDMZRJMR8vs/ng+d5MlBUNwuhO5BMJqWPAesceJ0bmnJiVhOGQiEhIKYuKRCq1+u4c+cODg4O0Gq10Gq1FmIA67T5CUcCDh8JmuS6h184HMbBwYFkAVKpFIrF4oKOgBudXXyp46dpz+zAcDiUngXtdhvT6RSJREKmIFFZOJ1OpYMw1YwUGzHtyOAjBULMOtTrdRwdHaFer6NWq6Fer6PZbEpcYl0JAHAk4HCfoD6AZjar+/RYsb29Pezt7eHatWvY3NyUYSKUDLPHH90CrS9gZ2BaAdQfMJ0YjUYXyoWZyaC6kZmKXq+Her0ufRQZ/a9Wq6jX69L1iB2Q1sn3/zA4EnD4WNAqQ/rRwAlJMGawt7cn5n08HpcWYSwGYtCPQiLKhDn56GwzEM4AYPyh1WqhVquJQpGt0dvtNm7evIm7d++KiU8iYH0DA4kM/jl8DBIwxvgB/BDAXWvt7xhjcgD+A4ArAN4H8PestY35bb8K4MsApgD+kbX2Tx7yuh2WAIwZEDqQ2Gw2ZYPqSUPsU5DJZJDP57G1tSWnMlV+HKKq6w1Yl9But3H79m14ngefzyfVhM1mEwcHByiXyyI0YkCRst91i/rfLz6OJfD7AN4CkJr//jKA71hrv26MeXn++1eMMc8AeBHAswC2AfypMeYpa+30Xg/qcPFAwQ+DdvxiapCNTSgxTqVSSCQSiMVi0pmYfjrvy1qBYDCIVqslU4KZYeCUJK0/0FkOhw/HfZGAMWYHwN8C8DUA/2R++YsAPj//+RsAvgvgK/Pr37TWDgHcMsbcBPACgO89tFU7rATOBtu4oWn6cwMfHR1JCTOJQo9G4wnOwCCFP1r+e3bzr2Oq75Pifi2Bfw3gnwFIqmsla+0hAFhrD40xG/PrlwD8ubrd/vyag8MHTmVG+UkKLO892wyUtyWJsCLx7EAQh4+PjyQBY8zvADi21v7IGPP5+3jMew1o/wAdG2NeAvDSfTyewwWArt3/MJy1HHS84Rfd3532D4b7sQQ+B+BvG2N+G0AEQMoY828BlI0xW3MrYAvA8fz2+wB21f13ABycfVBr7SsAXgEAY4z7L15wPOhGdRv9/OD7qBtYa79qrd2x1l7BScDvv1hr/wGA1wB8aX6zLwH41vzn1wC8aIwJG2OuArgB4AcPfeUODg4PBQ+iE/g6gFeNMV8GcAfA7wKAtfZNY8yrAH4GYALg91xmwMFheWGWwcxy7oCDwyPBj6y1v3b24ke6Aw4ODhcbjgQcHNYcjgQcHjruJx3osDxwJOBwLnBEsDpwVYQODx3LEGx2uH84S8DBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc3hSMDBYc0ReNwLmKMKoDv/vgooYHXWCqzWet1azw9P3OuisdY+6oXcE8aYH1prf+1xr+N+sEprBVZrvW6tjx7OHXBwWHM4EnBwWHMsEwm88rgX8DGwSmsFVmu9bq2PGEsTE3BwcHg8WCZLwMHB4THgsZOAMeYLxpi3jTE3jTEvP+71AIAx5g+NMcfGmDfUtZwx5tvGmHfn37Pqb1+dr/9tY8xvPeK17hpj/qsx5i1jzJvGmN9f1vUaYyLGmB8YY34yX+v/vqxrVc/vN8b82Bjzx8u+1k8Ma+1j+wLgB/BzANcAhAD8BMAzj3NN83X9zwA+C+ANde3/APDy/OeXAfyr+c/PzNcdBnB1/nr8j3CtWwA+O/85CeCd+ZqWbr0ADIDE/OcggO8D+B+Xca1qzf8EwB8B+ONl/hw8yNfjtgReAHDTWvuetXYE4JsAvviY1wRr7Z8BqJ+5/EUA35j//A0Af0dd/6a1dmitvQXgJk5e1yOBtfbQWvvf5z93ALwF4NIyrteewJv/Gpx/2WVcKwAYY3YA/C0A/7e6vJRrfRA8bhK4BGBP/b4/v7aMKFlrD4GTjQdgY359aV6DMeYKgF/ByQm7lOudm9evAzgG8G1r7dKuFcC/BvDPAMzUtWVd6yfG4yYBc49rq5auWIrXYIxJAPiPAP6xtbb9i256j2uPbL3W2qm19jMAdgC8YIz59C+4+WNbqzHmdwAcW2t/dL93uce1lfgsP24S2Aewq37fAXDwmNbyUSgbY7YAYP79eH79sb8GY0wQJwTw76y1/2l+eWnXCwDW2iaA7wL4ApZzrZ8D8LeNMe/jxE39a8aYf7uka30gPG4S+AsAN4wxV40xIQAvAnjtMa/pw/AagC/Nf/4SgG+p6y8aY8LGmKsAbgD4waNalDHGAPg3AN6y1v7BMq/XGFM0xmTmP0cB/A0Af7WMa7XWftVau2OtvYKTz+V/sdb+g2Vc6wPjcUcmAfw2TiLaPwfwLx73euZr+vcADgGMccLwXwaQB/AdAO/Ov+fU7f/FfP1vA/ibj3it/xNOzM6fAnh9/vXby7heAM8D+PF8rW8A+N/m15durWfW/XmcZgeWeq2f5MspBh0c1hyP2x1wcHB4zHAk4OCw5nA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+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -984,8 +984,8 @@
     }
    ],
    "source": [
-    "selem = np.ones((5,5))\n",
-    "filtered_median = skimage.filters.median(image_noisy, selem=selem)\n",
+    "footprint = np.ones((5,5))\n",
+    "filtered_median = skimage.filters.median(image_noisy, footprint=footprint)\n",
     "plt.imshow(filtered_median, cmap = 'gray');"
    ]
   },
@@ -998,12 +998,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1015,8 +1015,8 @@
     }
    ],
    "source": [
-    "selem = skimage.morphology.disk(3)\n",
-    "filtered_median = skimage.filters.median(image_noisy, selem=selem)\n",
+    "footprint = skimage.morphology.disk(3)\n",
+    "filtered_median = skimage.filters.median(image_noisy, footprint=footprint)\n",
     "plt.imshow(filtered_median, cmap = 'gray');"
    ]
   },
@@ -1026,7 +1026,7 @@
     "id": "y9XRU2zyAEFK"
    },
    "source": [
-    "## 11.3 Morphological filters"
+    "## Morphological filters"
    ]
   },
   {
@@ -1035,14 +1035,14 @@
     "id": "Oxc9piSxAEFK"
    },
    "source": [
-    "When working with masks, one can use another class of filters, that just turn pixels ON and OFF depending on their surroundings. The simplest to understand are the erosion and dilation filters. As their name indicate, these filters either shrink or enlarge ON objects. The size and shape of the filters, specify what region is considered around objects to shrink or enlarge them. We use here again the ```selem``` argument to specify such structuring elements.\n",
+    "When working with masks, one can use another class of filters, that just turn pixels ON and OFF depending on their surroundings. The simplest to understand are the erosion and dilation filters. As their name indicate, these filters either shrink or enlarge ON objects. The size and shape of the filters, specify what region is considered around objects to shrink or enlarge them. We use here again the ```footprint``` argument to specify such structuring elements.\n",
     "\n",
     "Let's create a simple masks using an Otsu threshold:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 34,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1065,7 +1065,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1093,7 +1093,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 35,
    "metadata": {
     "id": "YURHgt4NAEFK"
    },
@@ -1104,18 +1104,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 36,
    "metadata": {
     "id": "ymBDDyEtAEFK"
    },
    "outputs": [],
    "source": [
-    "eroded = skimage.morphology.binary_erosion(mask, selem=influence_region)"
+    "eroded = skimage.morphology.binary_erosion(mask, footprint=influence_region)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 37,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1138,7 +1138,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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bdqWdm5vL8+fP55deeolPnTrFNTU1Tvae+eLFi5yamqr4uXIzk85C3mKTJk1y+k1jjb/97W/mNQQsLSwsjNPT07murq5N/LCXPXv2cFpamuLny41M1h3wFj7//HOMGzeuTfI6fPgwLl++3CCsW7duuOuuuzyiMu/QoUN48MEHZTaiemQosbfQljPp3HfffW2WlytITU3F+++/j8zMzAaLsAr/QmYWEhTBaDSisLAQ58+fR1lZmUvzmjx5MqZPn+7SPDwZEQFBEcrLy5GWlobExET89re/dWleRIQxY8bA39/fpfl4KiICXkBRURE++eQT7Ny50+nNba7EaDTCaDSipqbGbEaj0e70mNmcjl6vb/BbcnIyYmNjHXXZO7FWW9jWBuVrTT3Ktm/fbq4Br6ur4/nz5zMAjoqK4mXLlnFpaan59+rqar506VKDMHfAYDBwQUEB//jjjzxw4EBOSEjgHj168OHDh/ngwYO8bNky3rRpU6vS3LFjB//sZz/jhIQEnjp1Kl+5coUvXbrEN27cYGbmdevW8aOPPmrzMGkvNGki9BazFIHDhw83GPVHRPzOO+8wM/N7773Ho0aN4tDQUI6Pj+dZs2bx5cuXW3VjuRqDwcD9+vUz+79v3z5+9dVXGQDHxcXxxYsXbUrn1KlTPGTIEHM6gYGBnJSUxKGhoTxt2jQuKSlh5nrRXLRokeLnUCETEfAWsxSBgwcPsp+fX4Pfn3rqKX7vvfc4MjKyQbivry/v2rWrlbep6/nuu+84KyuLs7KyuLy8nNetW8e+vr7s6+vLx48fb3F/g8HAKSkpTR4vIuLly5eb42/cuJHT0tJYo9Eofi7b2EQEvME0Gg1nZWWZL+iqqirOzs7mPn36sKm/BYeHh3PHjh2t7j9r1iyXjTlwFhUVFbxgwQKeNWtWiyUBg8HAZWVlfM899zR5zPz9/fmNN95osF91dTUvXryY4+LizMdNBSYi4A3Ws2dPrqysbHQzXLhwgd944w3u2bNns/vHxsbytWvXbLwd3Z/8/HyOjY1tciKU9u3b88qVK60eM+b67sUTJ05UixCICHiD9enTp9nuug899FCz+3fs2NHtKgkdIS8vj/39/Zv8v0OHDm2x5HP9+nUeOHCg4ue2Dcy+UYSCZzF8+HBMnToVffr0UdoVxQkJCcGDDz7Y4mjLkJAQLFmyxO0mR2kzrClDWxuUV0iPsZZKArd55plnrO7vbSWB9evXs4+PT6P/qdVqeejQoa1aj2H37t0cFRWl+Dl2oUlJQO2Eh4fjD3/4A7RardKuOI1Dhw7BYDAgICAAL730ElJTU5GcnIwXX3wR27Ztg6+v7cNjhg0bhnXr1nnUuoxOwZoytLVBeYX0GLOlJFBXV8eTJ09utO/8+fNtfip6CitXruRx48bx5MmT+erVq2wwGNhgMDjUAnL9+nWeOHGi1RKGh5tUDHqDjR49mqurq5u9iK9du8adO3c276PRaDgiIsLuJb7USGVlJf/ud7/ztlYDeR3wBvbs2YN9+/Y1G0ej0SA4ONj8ffz48Thx4gQGDhzoave8Bq1WiyeffBIhISFKu+JyRAQ8jFu3bkGn0zUbJzg4GGPHjjV/79u3L6Kiolr1fiwA7dq1g6+vb5vO36AE3v3vvJC4uDikpDSaHMbMhQsXMGLECKxbtw5A/YWcnp7eVu55FUFBQfjss8+wbt06DB48WGl3XIaIgIdRXFyM3NzcJn//4IMPsHv3bpSUlAAAamtrsWfPnjbyzrv46KOPMGXKFGzbtg2/+c1vnL7Qi7sgIuBh6PV6VFdXN/n7wYMHG3xnZty6dcvVbnklN2/exMWLF1FaWopHHnkEEydOVNollyAviV6Gv78/fH19zZNq+Pv7e8SEoO7IlClTkJqaitDQUAQGBuLpp5/GF198Yfd6C26LtSaDtjYo33TiMebj49PscODi4mJevnw5d+7cmaOionj79u1cVlbmjFYz1aPT6fill15S/BpwwGTKcW+gd+/eyMnJQfv27ZuMU1tba35lCA4O9tp32WvXruHUqVPYuHEjDAYDUlNTMWHChFatqtxaDhw4gEGDBsEd7hs7sDrluOKlAJaSQKssKCiIDxw44LSnm16vZ51OxwaDwSnpffLJJzxy5Eh+4YUXHE7L0jeDwcA6nY6rqqr4q6++4l/96lecmJjYoFefRqPhESNGcElJCet0OpfMm3DgwAFPnozEaklA6gQ8jFu3buHq1asOpXH9+nV8+umnqK6uxvr163Hz5k306dMHK1euBFD/YCAidOjQodXrHRYUFCArK8sh/4D62YinT5+OgoICZGZm4syZM/j666/Rs2dP7NixAzU1NY32MRqN2LlzJwYOHIj27dvj6aefxqRJk5w6VuLuu+9GSkoKDh3youU1rSlDWxuUV0iPsU6dOvGPP/7o8NPszinJAgIC+JVXXuG4uDiOioriuLg4njt3Lr/77rutStveSUItKS4u5lmzZpmfuFqtltu1a9fqY9WhQwfu378/Z2dns16vt9ufO1m9erXi14GdJmMHvMGCg4P58OHDdl/A+fn5nJycbDVtawNm+vbty3l5eXbnZw+vv/66U49ZeHg479y502mvPPn5+Y3mb/QQExHwFnvttdfsvoBXrFjR6vymTp1qd36t5euvv+bY2FinH7PIyEg+deqUU3ysqqri+Ph4xa8DO0wGEHkLX375pdIuuITy8nLk5+ejsLDQ6WmXlJRg0qRJKCoqcnrano6IgAcSGRmptAsu4bnnnsO8efNclv7JkyeRk5PjcDo3btxocRCXJyEi4IH07NnTK1fY1el0jZYPcza//vWvG3Wtbi179+7FxYsXneSR8ogIeCB//OMf8fnnn7dJXr6+vg3mJnAlr7zyCrKzsxEXF+eyPIqKirBo0SKsX7/+dn1Uq7F3P3dFRMADYWbs3bu3TfJasGABli9f3iZ5RUdHo0+fPujUqZNL89m1axeWL1/u0OKn3oSIgIcSExPTJvmkpqY6pSRQUlKCPXv2IDs7u9l4/v7+mDRpksP5uRLVlQSIqB0RHSKiY0R0koheNoWHE9EuIjpj+gyz2GchEeUTUR4RjXTlH1AjPj4+GDNmjF37JiYmIjk52ebxBLZMZ2YLX331FYYOHYpf/epXLT6B77nnHvzHf/wHevbs6Zaz+mzcuFFpF5yLtXZDbtiGTwC0pm0/AAcBDASwHMDzpvDnASwzbScCOAYgAEB3AGcB+LSQh9Ltpx5njswcXF5ezhkZGY16DTZlzugnsHXrVo6Li+P09HSbO+1cvnyZ+/Tp45LjN3PmTLvHFnjwakX2jR1gZgZw0/TVz2QMYDyAfzOFrwGwB8BzpvCNzFwLoICI8gGkAviupbwE27l582bLkUzodDrk5ubCYDAAALp164aVK1eitLQUu3btcpWLDRg9ejSGDx8OHx8fm5/ukZGRePXVV/G3v/0NH3/8McrLy53iS2hoKGbPnt3qcREAvO5VAABs7dHnA+B71IvB7Sf+9TvilJs+3wbwS4vwVQD+v5U0ZwLINpnSCulxNmrUKL5x44ZNT67CwkLu0KEDExETEb/11lvMzHz+/HmeNGlSsyWCiIiIRiv6KsELL7zgtOm/Z86caddYAqPRyIsWLeLg4GDFz7+d5ni3YQChAL4BkISmReAdNBaBiS2kq/TB8TjTaDQ8cOBAvn79eosXb3FxcYOlyh9//HFzkVyn0/H777/fYDXj8PBwfvLJJ/mZZ57hd955p9U3iyuoqqpqdvlxWy01NZULCgrs8qGwsLDJJd89xJwzdgDA7wE8AyAPQLQpLBpAnml7IYCFFvGzANzfQppKHxyPNI1Gw59++mmLF6/RaOSMjAzzfn369OHa2toGcU6ePMnvvvsuv/vuu3zq1CmnjrqzpLq6mnNzc/n06dOtzmPz5s28ZMkSu0YUAmAi4m+++cZu348cOWJ33m5i9tUJEFEnADpmvk5EgQAeBLAMwDYA0wEsNX3e7r2yDcB6IvoTgC4AegHwosHX7oPRaER+fn6L8YgIM2bMQFlZGZgZcXFxjd7LExMTkZiY2CBs1apV2Lx5c4OwHj16YPbs2fjZz35ml895eXkYMGAAwsLCkJubi44dO9q877//+7+jtrYW165dw+7du3Hs2DFzPYetBAYGttZlM1u2bLE6j4HHY00ZuOFTui+AHADHAZwA8DtTeASA3QDOmD7DLfZ5AfWtAnkA0m3IQ2mF9FhLSUnhyspKu59uTVFZWcljx461mmd6ejpXV1dzZWUll5eXc01Njc3pHj9+nCMiIjghIcGh1ZErKir40KFDPH/+fM7MzOTMzEzu379/k8dJo9Hw448/zrdu3bI7z4ULFyp+vh00GUrsjebn58cZGRlOn0z0ww8/bHIarcDAQN68eTNPmzaNo6KieMWKFTanq9Pp+NKlS3zlyhWnje+/zb59+3jp0qX83//935ycnMwJCQk8a9YsXrp0Kb/zzjsOi6WIgIiA25qPjw+/+OKLDl3gluh0On7kkUeazTMsLIyjoqIYACclJfHChQtdMqefvdTU1HBVVZVThUZEQETAra1Lly68cOFCLiwsdOhCz8/P54EDB3JgYGCr8k9NTXUrEXA2lZWV3LdvX8XPs4Mmk4p4M8XFxViyZAmeeeYZh9KpqqpCdnZ2s6scAfVrIk6ZMgUA0KFDB0ydOtWuzjeeADPjww8/REFBgdKuuAQRAS9j//79+PWvf43z5883G6+goADHjh3DlStXGoR37doVf/nLX1ocoDRnzhwsWLAAgYGBMBqNTuvN544YjUasXLkSlZWVSrviGqwVD9raoHwxyeusqXkIr1+/zhMmTODIyEj28fHhxYsXN4qj1+t5zJgxVtPt3LkzL1q0iAsLC1mv15snLW3t68CWLVt46NChDWz48OGcm5trcxqOcOzYMd6+fTtnZWU16jNxJ3q93ikdldzAZN0BtUBE8Pf3t/qbTqfD3r17UVZWBgD49NNPkZmZae434Ovri5CQEEycOBH/+Mc/cP369Qb7DxgwAH/4wx8AAMyMjIwMPPDAA+jWrVurXgcKCwvxzTffNAq/Mz9X8dZbb2HlypUIDw/HDz/80OwcBkVFRSgtLW0Tv5RARMALCQkJwfjx463+FhQUhD/+8Y94++23cfLkSVy/fh3/+Z//aZ68tEePHvjrX/+KCRMmYMiQIfjiiy8adMhJSEgwbxMRnn32Wbt87NevH4KCghRbMTkqKgq9e/dGaGhoi8Oqz5w541XTiTXCWvGgrQ3KF5O8yvz8/HjDhg3NFnFvdwQKDAw0N/UB9V1r27dvzzt37rSpWG0vN27c4PHjx/OQIUP4oYce4rVr1/Jnn33mUAei1qDT6bi2trbFVwFm5jlz5ih+Tp1k0kSoJktNTW12cFFTvQFv21NPPcXMzHv27OEPP/yQN23axHV1dTbcXt7FuXPnODw8XPHz6SSTOgE1cfToUWRkZGDr1q1N1g9YQkQYMWIEjEYj8vLyEBZWP1HU22+/jU8//RTBwcE4evQoMjMzER8f72Lv24b//d//xdmzZzFq1Cjcf//9VuNUV1d7b6uACREBL0Wv12Pnzp34xS9+gffeew8RERENfp8/fz70er15cVN/f3/8z//8D6Kjo6HT6eDn5wcA5gqzyspKLF26FEeOHEF8fDymTZuGvn37IiQkpG3/mJMoLCzEwoULUVxcjNDQ0CZFYPfu3S6fBl1xrBUP2tqgfDHJa02j0fB//dd/WX33NRqNDcwac+fOtZouEfHmzZs9tpfg999/zz4+Puzn58ebNm3impqaBgOhDAYDb9261VOXG2vKpMegGjEajVixYgW2bdvW6DciamDWKC4uthrOzJg7dy7279+PqqoqAPXLiH3zzTd4/fXXGw1BdleCg4PRrVs39O/fHwMGDMClS5cA1DelPvPMM/jpp5+UdbAtsKYMbW1QXiG93iZPnsznz59v9RNzx44d/M477zTZeahDhw786quvMjNzenq6eczB4MGDubi4uNX5tQU6nY737dvHs2fP5sWLF/P333/PAQEBrNVq+cKFC8xcPwDJcrYlLzFpHVCzERHHxsbyd999Z9eNs2rVKg4ICLA6vPh2r8PBgwc3yC8pKYmvXr3Ker3e6cOGHeHixYscERHBfn5+PHfuXK6srOQvv/ySs7KyuLq6mpnrZ0BSiwjI64BKYGYUFhZi2rRp5srA1jBt2jRkZ2fj7bffRkhIiNUFSe6+++4G+Z06dQpDhgxBv379MHnyZKxfv97lC3lWV1fjxo0bVmcAMhgMuHHjBjZt2oTy8nLodDoYDAZotVqMGjUKI0aMQLt27QDUj8G4cOGCS311G6wpQ1sblFdI1ZhGo+HXX3/d7qdoTU0NFxcX8+nTp3nZsmW8ZMkS3r59O587d46//fZbXrJkCQ8YMMBq3jExMTbPkGwvc+bM4ejoaH7kkUe4qqqqwW/Z2dncpUsX82zBGo2G165d2yiNwsJCnjhxouLnygUmrwNi9RYWFsZr16512rRkL7/8MgcGBnJGRob5Ztu4cSM/+eST5jw1Gg2PHDnSoem9mqOqqopnzZrF3bp1YwAcGRnJ165daxDnn//8J2s0Gg4PD+fVq1fzpk2brIrS4cOHm5xVycNNREDsX0ZEPHDgQL506ZLDN+DLL7/MAQEBPGHCBK6qquKqqiquqanhs2fPckxMDLdv357HjRvHJSUlDudlDaPRyNOmTWN/f3/z/+vQoQPn5OQ0iFdZWcnfffcdHzlyhEtLS3njxo28YcMG/uGHH8xxrly5wqmpqYqfHxeZiIBYQyMinjBhAh88eNChG/D06dP8wQcfsFar5fj4eI6Pj+fp06ezwWDgCxcucEFBQasmI20tBoOB+/Xr1+j/PfbYY3z16lVmrp+YtLi4mIuLi3nHjh08Z84c82ImL730EpeWlrLRaOSjR49yUFCQ4ufGRSYiIGbd+vfvb/erQU5ODvfo0aPRjTNy5Ei70rOHpkRAo9Hw+PHjuaysjGfNmsUdOnTgDh06cEBAQIN47dq14x49evCf//xnl6196CYmIiDWtGVkZPDJkydb1ZRnMBisTvMdERHBL7/8MmdlZbm0BGDJwYMHedq0aQ388PPz45SUFJ47d65NS5h16tSpkUB4mYkIiDVvERERvGbNGptvPIPBYJ5ZyJqFhoY6pc7BVpYuXcrh4eEcHh7OPXr04AMHDvDKlSsVP65uZDKKUGiesrIyvPDCC4iJicEDDzxg0+jDpoiJiUF0dDR8fdvuEpszZw6eeOIJAIBGo0F4eDgMBgM6d+7caC5FwQJrytDWBuUVUszC/P39+dlnn21xwo2mSgJxcXF8/vx5mybscDVGo5Fzc3M5PT2dk5OTvbXpz1aT1wEx283Hx4dnzZrFP/zwQ5P1BLeb5m6/b/v6+rJWq+UpU6a4vJtwVVUVV1ZWtmqik8rKSt63bx936dJF8eOrkFkVAeL6m1BRTBeR4IZ07NgRv/3tbzF58mRER0c3Gm14/fp1fPDBB6iqqkJ8fDyGDRuGsLAwaLVal/qVkZGB/fv3Y8CAAUhKSsL48eMREREBf39/dO7cucn9qqurkZiYqI7RgY05wswpjUKtKUNbG5RXSLFmzNfXlzt16sTz5s1zebdfWxk+fHgDHwMDA1mr1XJsbGyDzj93otfrefny5Q06FqnIZACRYB+3ZyD685//jCFDhmD16tXYtWtXq5cFdyaTJ09uUHFZV1eHmzdvorCwECUlJc3um5+fj7q6Ole76DHI64BgF35+fnjqqacQHx+Pe+65B2lpaQgICGiz/G/evImCggJ8/PHHqKmpQVJSEo4fPw4AmD17doOp0S0pLi7G/fffr54Rgg2x+jogIiA4TGBgIIYNG4bhw4dj9OjR6Nmzp3kxE3fAaDTi6NGjWLt2Lf7+97/j3LlzMBqNSrulBCICgmshIrRv3x6LFi1CSkoKUlJSoNVqW1zcw5mcOHECly9fNn/funUrzpw5g/379yu20IkbISIgtC29e/dGZGQkpk6dau40dN9996F79+7QarVOLy0cOHAACxYswIEDB5yarhchIiAoz+1ZicaOHYvQ0FB06dIFY8eORdeuXW0qMRgMBhQVFYGZER0djStXrsBgMOCTTz7Bn/70J+kZ2DyOiQAR+QDIBnCRmccQUTiAjwHEA/gJwKPMXG6KuxDADAAGAHOZOauFtEUEVIpGo0FQUBCGDRuGwMBAAPXrFOr1enNFHwA8/PDD6NWrF0pLS/H444+juroagwYNwuHDh1FbW4uamhq4wwPNzXFYBJ4GkAKgg0kElgO4xsxLieh5AGHM/BwRJQLYACAVQBcAXwHozcxNtieJCAi2QERyozuGVRGw6aWMiLoCGA1gpUXweABrTNtrADxiEb6RmWuZuQBAPuoFQRAcQgTANdhaM/MGgGcBWLardGbmSwBg+ow0hccAKLSIV2QKEwTBDWlRBIhoDIASZj5iY5rWlrJpJOFENJOIsoko28Z0BUFwAbYM9h4MYBwRPQygHYAORPQRgCtEFM3Ml4goGsDtvppFAGIt9u8KoNFaVsz8PoD3AakTEAQlabEkwMwLmbkrM8cDmALga2b+JYBtAKabok0H8LlpexuAKUQUQETdAfQCcMjpnguC4BQcmfZlKYBNRDQDwAUAkwCAmU8S0SYApwDoAfymuZYBQRCURToLCYJ6sL+JUBAE70VEQBBUjoiAIKgcEQFBUDkiAoKgckQEBEHliAgIgsoRERAElSMiIAgqR0RAEFSOiIAgqBwRAUFQOSICgqByRAQEQeWICAiCyhEREASVIyIgCCpHREAQVI6IgCCoHBEBQVA5IgKCoHJEBARB5YgICILKEREQBJUjIiAIKkdEQBBUjoiAIKgcEQFBUDkiAoKgckQEBEHliAgIgsoRERAElSMiIAgqR0RAEFSOiIAgqBwRAUFQOSICgqByRAQEQeX4Ku2AiVIAt0yfnkBHeI6vgGf5K766jm7WAomZ29oRqxBRNjOnKO2HLXiSr4Bn+Su+tj3yOiAIKkdEQBBUjjuJwPtKO9AKPMlXwLP8FV/bGLepExAEQRncqSQgCIICKC4CRDSKiPKIKJ+InlfaHwAgotVEVEJEJyzCwoloFxGdMX2GWfy20OR/HhGNbGNfY4noGyI6TUQniWieu/pLRO2I6BARHTP5+rK7+mqRvw8R5RDRF+7uq90ws2IGwAfAWQAJAPwBHAOQqKRPJr/+H4B+AE5YhC0H8Lxp+3kAy0zbiSa/AwB0N/0fnzb0NRpAP9N2MIAfTT65nb8ACIDWtO0H4CCAge7oq4XPTwNYD+ALd74OHDGlSwKpAPKZ+Rwz1wHYCGC8wj6BmfcCuHZH8HgAa0zbawA8YhG+kZlrmbkAQD7q/1ebwMyXmPmoabsSwGkAMe7oL9dz0/TVz2Tsjr4CABF1BTAawEqLYLf01RGUFoEYAIUW34tMYe5IZ2a+BNTfeAAiTeFu8x+IKB7Avah/wrqlv6bi9fcASgDsYma39RXAGwCeBWC0CHNXX+1GaREgK2Ge1lzhFv+BiLQANgOYz8wVzUW1EtZm/jKzgZmTAXQFkEpESc1EV8xXIhoDoISZj9i6i5Uwj7iWlRaBIgCxFt+7AihWyJeWuEJE0QBg+iwxhSv+H4jID/UCsI6Zt5iC3dZfAGDm6wD2ABgF9/R1MIBxRPQT6l9ThxHRR27qq0MoLQKHAfQiou5E5A9gCoBtCvvUFNsATDdtTwfwuUX4FCIKIKLuAHoBONRWThERAVgF4DQz/8md/SWiTkQUatoOBPAggB/c0VdmXsjMXZk5HvXX5dfM/Et39NVhlK6ZBPAw6mu0zwJ4QWl/TD5tAHAJgA71Cj8DQASA3QDOmD7DLeK/YPI/D0B6G/uahvpi53EA35vsYXf0F0BfADkmX08A+J0p3O18vcPvf8O/Wgfc2ld7THoMCoLKUfp1QBAEhREREASVIyIgCCpHREAQVI6IgCCoHBEBQVA5IgKCoHJEBARB5fwfTgLhM4ii+DMAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1164,7 +1164,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 38,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1187,7 +1187,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1201,7 +1201,7 @@
    "source": [
     "influence_region = np.ones((10,10))\n",
     "\n",
-    "eroded = skimage.morphology.binary_erosion(mask, selem=influence_region)\n",
+    "eroded = skimage.morphology.binary_erosion(mask, footprint=influence_region)\n",
     "\n",
     "plt.imshow(eroded, cmap = 'gray');"
    ]
@@ -1217,7 +1217,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 39,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1240,7 +1240,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1254,7 +1254,7 @@
    "source": [
     "influence_region = np.ones((10,10))\n",
     "\n",
-    "dilated = skimage.morphology.binary_dilation(mask, selem=influence_region)\n",
+    "dilated = skimage.morphology.binary_dilation(mask, footprint=influence_region)\n",
     "\n",
     "plt.imshow(dilated, cmap = 'gray');"
    ]
@@ -1270,7 +1270,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 40,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1293,7 +1293,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1321,7 +1321,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 41,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1344,7 +1344,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1358,7 +1358,7 @@
    "source": [
     "influence_region = np.ones((2,2))\n",
     "\n",
-    "step1 = skimage.morphology.binary_dilation(mask, selem=influence_region)\n",
+    "step1 = skimage.morphology.binary_dilation(mask, footprint=influence_region)\n",
     "\n",
     "plt.imshow(step1, cmap = 'gray');"
    ]
@@ -1374,7 +1374,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 42,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1397,7 +1397,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1411,7 +1411,7 @@
    "source": [
     "influence_region = np.ones((2,2))\n",
     "\n",
-    "step2 = skimage.morphology.binary_erosion(step1, selem=influence_region)\n",
+    "step2 = skimage.morphology.binary_erosion(step1, footprint=influence_region)\n",
     "\n",
     "plt.imshow(step2, cmap = 'gray');"
    ]
@@ -1427,7 +1427,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 43,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1450,7 +1450,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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Da/Rcd2QymTgmJqZ8XYWGhvIvv/zCxcXFNXr+pk2buHnz5qq/xgqHbAnogcViwSuvvILMzEyUlpbCbDaX9yMcPnwY2dnZKmfofAUFBVizZg0uXLgAoOzkoVsnP/n4+NRoGcOGDcPDDz+sz3EE9iqDqwPqV0i3iJpsCVitVk5PT+eSkhK2WCwcHx9f/vy+ffvyzZs3a/TN6E6+/fZbjo6O5uHDh3NQUBCHhIRwZmZmrZdTWlrKb7zxhif3EchtyNxdhw4dqj1xh4hw7733Aig75ffWN7+3tzeio6Ndfu6BK7Rs2RKvvfYahg4diosXL4KZ7Z4CXR2j0Yhp06YBAObPn19+0pSnkyLgRiIjI2u8eQsABw8eLB9Y1LdvXyxZskSp1FQVFRVV3rHXokWLqmeuhtFoxPTp0xEbG4vJkyeX72J4MukTcCM///wzbty4UeP5Z82aheHDhwMAxowZg4CAAKVS8ygGgwGDBw/GN998g7Zt26qdjuKkCLiRvn37IjAwsMbzFxQUwGq1Yvr06Wjfvr2CmXmmtm3bYt68eZ5/+NBeR4GrA+p3mLhFjBs3jnNzc2vd4SUcM3nyZE/pLJRDhO5uw4YN2LVrV43nt1qtCmajH0uXLsXChQtr1R/jTqQIuJHAwEA8+OCDNZp3+/bt6NmzJ9LT05VNSge8vb3xzDPP4IEHHlA7FUVIEXAjFovF7glEd8rPz8dzzz2HgwcPYufOnS7IzPP5+/tj2bJlHnkvAykCbiQ3NxdffPFFlfNYLBbMmTMHly5dwj333IOuXbu6KDvPFxsbi0WLFqmdhtNJEXAz1V1VyGAwoFOnTnj11Vfx8ccfo1evXi7KzPMREUaNGoVOnTqpnYpTyWAhN0JE1Y74IyL86U9/ck1COhQYGIjnnnsOzzzzjNqpOI1sCbiR6OhoDBs2TO00dE/JW8KrQYqAG3nkkUfQqFEjtdPQjKKiIuzatQtTp07FY489hs8//9wlNxi5//77MWrUKERERCjelkvYGzzg6oD6gyjcIpo3b86ffPKJUwfCWCwWzsvLK78KkZaUlJRwXl7ebVdLumXz5s3cq1cvNhqN5eunYcOGvG7dOrZarWwymew+z1kOHTrEvXv3Vv09UcuwO1hI9QLAUgRqHJMnT+br16875U1stVr5zTff5ClTpnBMTAwfPXqUmZkvX77MJ0+e5MuXLzulHUfMmzePY2Ji7jot+OOPP+aWLVvaXUdNmzblnTt38sMPP8yHDh1y2vq6044dO9jPz0/194THFIGgoCC1V45bRHx8PBcUFDjlTWyxWHj27NkMgP/+979zSUkJ79mzhzt27Mh+fn58zz338LRp09hsNjulvdpauXIlN23alAHw1KlT+ejRo1xUVMRTpkzhqKioKteTj48PGwwG9vPz4yeffLJO1xaozs2bN3ngwIGqvyekCOgsvLy8eO3atQ6/gV9//XXu1q1b+YepdevWvGDBAg4LC7utvbCwMEU+QNUpKSnhp59++rZcYmNj+f333+fGjRvXer0lJiY6/WIqN2/e5MTERNXfE7UM7RYBDawct4klS5Y4/AaeNm1ajdubOXOmw+3V1nvvvceBgYFOW2e+vr68adMmp+ZYUFDAPXr0UP39UMuQE4jcXWBgILp37+6y9po0aaLKYKOCggKn3nOxuLgYKSkpTr0vQ2BgIO677z6nLU9NUgTcSFFREc6cOeOy9oxGIzp37uyy9m4ZMGAAgoKCnLrMs2fPYuLEibhy5YpTlrd+/fpqh3C7CykCbqSkpARnz551eDl9+/Ytv+JQZTp06ICRI0ciLy/P4fZqq3379nj00UedusyioiKsX78eL774Yq2uzlSZs2fP4uLFi07ITH1SBNzMunXrHL4r8YgRIzB27Ngq5+nduzfeeustVcbJG41Gp28J3LJu3Tr88Y9/RFFRkUPLCQoKgsHgGR8fz/gvdCQzM9PhOwmdP38eL7zwQpXzfPnll/jss88cascRsbGxWLx4sdMv7VVcXIwff/wRZrPZoeU89thjtbrUm5ZVWwSIyI+IDhLRESI6TkRzbdNDiOhrIvrV9rNhheekEFEmEWUQkdwQ3okKCwvx22+/ObSM0NBQfPLJJ4iLi6v0zrxnzpzBiRMnHGrHEcnJyfjLX/6CiRMnOn3ZrVu3hre3t0PLKC4uvnVky/3ZO2TAtx++IwABtsfeAA4A6AFgEYDZtumzAbxqe9wOwBEAvgBaATgJwFhNG2ofOnGrWL9+vVMOc507d44HDRpUaTstWrTg9957zylt1VVaWhq/8MILHB0dzT4+Pg6vO29vb/70008dyunmzZvcvXt3JiLV3wu1DMfHCQCoB+AnAN0BZAAIt00PB5Bhe5wCIKXCc74C0LOa5aq9ctwqBg4c6NCbuKLly5dz27Zt7bYTERHBkyZNclpbdXXrXIAhQ4Y4vO569+7NJpPJoXxu3LhR7ahFjUbdiwAAI4DDAArx+zd+3h3zXLP9XArgiQrTVwNIsrPMyQBSbaH2ynGrSEhIcOhNfKeMjAxOSkriDh06MBFxnz59eMSIEfzZZ58pehJObWVlZZUPJa5LhISE8OLFix3OIyMjg5s0aaL6+6AO4ZQtgQYAdgPogMqLwDLcXQRGVLNctVeOW0VMTAwvWbKk1t9oRUVFnJOTU+kHe/fu3bxgwQKHvymVcuPGDY6Pj+dhw4ZxZGRkrdfb1KlTHc7hwoUL3KlTJ9XfA3UM5wwbBvAKgBcguwOqRr9+/Wp9htzevXt5yJAhnJ+f78DHQF15eXlcXFzM48ePr3UfwUcffeRw+/v373fHvoBbUbciAKAxgAa2x/4A9gIYAuA13N4xuMj2uD1u7xg8BekYdHq0bt2ajxw5Uqs3sNVq5ZKSklo9x2KxaPJaA2azmb/77jteuXIl16tXj5csWcIvv/wyh4eH211f4eHhfObMGYfb9cQiUJNrDIYD+DcRGVF2SHEjM39ORPsBbCSiiQCyAIwEAGY+TkQbAaQDKAXwZ2ZW/nIvOnPy5EmMHz8e+/btq/Gdhomo/AalNWG1WpGcnIy9e/di7NixSEhIQHR0NAIDA1UfKOPt7Y0+ffqgR48e6NGjB2JiYuDn54dWrVrhwIEDKCoqwr59+9CvXz8YDAb07dsXkZGRDrVpMpmwZcuWW19cnsNeZXB1QP0K6ZYRERGh6Km+p0+f5uDg4PL2goODOTIykn/99VfF2nQWi8XCV69edeoy8/LyePr06aq/7g6EnEXoaS5cuICkpCQUFBQosvySkhIUFxeX/56fn4/z589j27ZtirTnTAaDwek3CgkODq7xHaDciRQBN8bMOHz4MJYsWYLCwkKnLvvYsWN46qmnbisCt6i9K6CmjRs3qp2C08l9BzzA3LlzkZeXh7Zt22LixImVDgWujf/+97/44Ycf7pru5eWFhx56yOHlC+3Qb0n3IKWlpUhPT3fq5chDQ0PRuHHj26b5+/vj0UcfRXh4uNPaERpgr6PA1QH1O0zcPlq2bMn9+vXjxMREfvvttx3uBLNarfziiy/edjhs7ty5bLFYHF72ne2YzWY2m81OX7azrVq16q7rMLpZ1PkQoXADZ8+exdmzZ7Fq1SoMGTLE4eUREWbMmAFvb298+eWX6NWrFxITE53eH3D48GFMnz4dN27cwJw5c5x+MRFnOnnypMNncGqSvcrg6oD6FdJjIjk5mYuLi5327VdSUuK0y5zbYzab+fLly/zNN9/wiRMnFGvHGVJSUlR/fR0Mu1sCxBoY+ODj48MlJSVqp+ERfHx8cOjQIbRr167aeW+99s7oSPRk165dw9q1a/H222/jf//7n9rpOCKNmePvnKiJjsEGDRqonYLHMJvNWLduXbWj2qxWK8aOHYuUlBSX3L/PnaWlpWHatGnuXgAqpYkicPXqVbVT8CjLly/Hrl27qpyHiNCrVy+kpaU5fKkt4d40UQSsVqvaKXiU3NxcbNmyBdeuXat0HiLC1KlTsWXLFvj7+7swO/ejhV1mJWmiCAjne/vtt/HAAw/g2LFjVc5X0wJQVFSEadOmoX///sjKynJGim7BZDJh2bJlaqehKCkCHoqZcfz4ccyYMQM5OTkOL6+4uBj79+/Hnj17sGrVKo+55n51tm7diq1bt6qdhqKkCHi4HTt2YMKECXbPAaiN4OBgdOzYERaLBfPnz8fgwYORmZnppCy1yWKxYPv27R6/uypFQAcOHDiA77//3uF92+TkZGzZsgU9e/bE6dOnsWrVKrvzFRQUYNeuXU4/qcmZCgsLceTIkSrnyc3NxZdffumijNQjIwZ14MqVK3jkkUewbds29OnTp86j/jp27IiOHTuiZ8+euHr1KmJjY++a59q1a5g4cSKaNGmC2NhYMDOsVit8fHw01QF54sQJbN68uco7LBUXF+vj8Km9EUSuDqg/kkoX0bRpUz506JACY+l+Z7FY+MqVK8zMnJ+fz506deLw8HBOSUlRtN3amjdvHu/bt6/Ked555x13vpSYvXDOhUaVCA2sHN3E2LFjOTs72+EPUU2YzWZesWIFh4aG1vp6iEqr7oSlAwcOcFxcnOqvl5NDioBEWXTp0oVPnTrllA9TdYqKijg9Pd1lbTmDxWLhpKQk1V8nBUKKgMTvMWjQIM7Oztb86bs1dePGDX722Wf5xo0bNX7Ohg0b+PLly3dN379/P/v7+6v+GikQUgQkfg+j0ciNGjXi9957T1N3GXKEyWTiVatW8TvvvFPpPFarldPT03nx4sU8aNAgvnbt2m1/N5vNPHLkSNVfH4VCioDE3eHv7++UQnD16lVOTU1Vfcvi559/ttv/cP36df7ggw/44Ycf5vr16zMRcWhoKM+aNYu//fZbtlgsXFJSwqdOneLAwEDVXxeFQoqAhP3w9/fnb7/9tlab0reYzWb+8MMPOTExkYOCgvj111+v9TJc4eTJkxwfH8//+te/yjf1vby8eM2aNbxo0aLyLYCYmBg2GAyqvyYKhRQBicqjQYMGPGjQIP7tt99q9eEqKCjg5s2bly9n0qRJnJeXV+sPqdKysrK4a9eunJaWdtvFQfr168cmk4lXr17trjcZrU1IEZCoPmq7a3D9+nXu2rUrA2Ai4qioKN66dWudPqhKKyoqYqvVyqtXr2Zvb282GAzctm1b/uabb7hFixaqr3sXhHavLGQbkCE0IDIyEt26dcPKlStrfLGXTZs2YfPmzUhKSkLnzp0RERGhbJIOKikpwfHjx1FYWIiQkBAsX74cS5cuVTstV7B7ZSEpAuIuBoMBzzzzDIYMGYJ+/fpparivMyUnJ2P37t04ffo0TCaT2um4gt0ioPquAMvugGbDx8eHExISePv27U69eKmz7Nixg7/66itmLrvt+rJly2o1MOnIkSP8/PPPq76eXRjSJyBRt/Dy8uKEhAROT0/X1JiCCxcu8Llz55iZ+dKlS/zqq6/yiy++WKMc8/PzOS4uztPODagupE9AOCYsLAxjxoxBdHQ0nnjiCbe9QGxhYSEWLFiAhQsXQgvvfxeSPgHhHESE/v37o23btrdN/+tf/4ro6GiVsqqZgoICrF+/HtOnT9fjBValT0BC2XjrrbfYZDLVadNeKRaLhUtLS9lkMvGMGTO4S5cunjwYqLqQ3QGhLCJC586dMX78eAwYMABNmzaFn58ffHx8XJaDxWLB559/jsuXLwMou0bg2bNnUVxcjIyMDL1t/t9JdgeE64SEhMDX1xfx8fHo0KEDAKBevXoYNWoUIiMj4efn5/Q28/LysHLlSrz00kt63NSvCcd2BwAYARwC8Lnt9xAAXwP41fazYYV5UwBkAsgAkFiDZau9mSThgiAi9vf354ceeohHjx7NU6ZM4X379tV6F+L69ev8yy+/MDPz6dOnef/+/fzdd99x79692Wg0qv5/OiOGDx/OCxYscPbRC8d2B4jorwDiAQQx8xAiWgQgl5kXEtFslBWBWUTUDsB6AN0ANAPwDYBYZq70Ym2yJaBfRIT77rsP9erVAwCMGjUKzZo1K//7zz//jOLiYsTHl32B+fn5oVGjRhg+fDhiYmJw9uxZXLp0CQAc3tT38vJC37598d1336G0tNShZTkqIiICISEhOHr0qDMXW/ctAQARAHYC6I/ftwQyAITbHocDyKiwFZBS4blfAegpWwISzgij0cjh4eGKLNvHx4efffZZ9vHxUf3/VCjsbgnU9LKzbwJ4EUDFC7CHMXM2ANh+NrFNbw7gXIX5ztumCeEwi8WC7OxsRZZtNpvx7rvv6q4/odoiQERDAOQwc1oNl2nvPtdsZ7mTiSiViFJruFwhhAJqct+B+wE8RkSDAfgBCCKi/wPwGxGFM3M2EYUDuHWvq/MAWlR4fgSAu+5ZxcwrAKwApE9ACDVVuyXAzCnMHMHMUQBGA9jFzE8A2AJgnG22cQA22x5vATCaiHyJqBWANgAOOj1zIYRTOHIHooUANhLRRABZAEYCADMfJ6KNANIBlAL4c1VHBoQQ6pLBQkLoh91DhHJDUiF0ToqAEDonRUAInZMiIITOSREQQuekCAihc1IEhNA5KQJC6JwUASF0ToqAEDonRUAInZMiIITOSREQQuekCAihc1IEhNA5KQJC6JwUASF0ToqAEDonRUAInZMiIITOSREQQuekCAjFtGzZEkajUe00RDWkCAhFGI1GTJ06FUFBQWqnIqoh9x0QQj/kvgNCiLtJERBC56QICKFzUgSE0DkpAkLonBQBIXROioAQOidFQAidkyIghM5JERBC56QICKFzUgSE0DkpAkLonBQBIXTOS+0EbK4AuG776Q5C4T65Au6Vr+SqnJb2JmriegIAQESp9s511iJ3yhVwr3wlV9eT3QEhdE6KgBA6p6UisELtBGrBnXIF3CtfydXFNNMnIIRQh5a2BIQQKlC9CBDRQCLKIKJMIpqtdj4AQETvE1EOER2rMC2EiL4mol9tPxtW+FuKLf8MIkp0ca4tiGg3EZ0gouNE9LxW8yUiPyI6SERHbLnO1WquFdo3EtEhIvpc67nWGTOrFgCMAE4CiAbgA+AIgHZq5mTLqw+ALgCOVZi2CMBs2+PZAF61PW5ny9sXQCvb/2N0Ya7hALrYHgcC+J8tJ83lC4AABNgeewM4AKCHFnOtkPNfAawD8LmW3weOhNpbAt0AZDLzKWY2A/gIwFCVcwIz7wGQe8fkoQD+bXv8bwDDKkz/iJmLmfk0gEyU/V8uwczZzPyT7bEJwAkAzbWYL5cptP3qbQvWYq4AQEQRAB4BsKrCZE3m6gi1i0BzAOcq/H7eNk2Lwpg5Gyj74AFoYpuumf+BiKIAdEbZN6wm87VtXh8GkAPga2bWbK4A3gTwIgBrhWlazbXO1C4CZGeaux2u0MT/QEQBAD4FkMzMBVXNameay/JlZgszxwGIANCNiDpUMbtquRLREAA5zJxW06fYmeYW72W1i8B5AC0q/B4B4KJKuVTnNyIKBwDbzxzbdNX/ByLyRlkBWMvMm2yTNZsvADBzHoBvAQyENnO9H8BjRHQGZbup/Yno/zSaq0PULgI/AmhDRK2IyAfAaABbVM6pMlsAjLM9Hgdgc4Xpo4nIl4haAWgD4KCrkiIiArAawAlmXqzlfImoMRE1sD32B/AQgF+0mCszpzBzBDNHoex9uYuZn9Birg5Tu2cSwGCU9WifBPA3tfOx5bQeQDaAEpRV+IkAGgHYCeBX28+QCvP/zZZ/BoBBLs61N8o2O48COGyLwVrMF0BHAIdsuR4D8HfbdM3lekfeD+L3owOazrUuISMGhdA5tXcHhBAqkyIghM5JERBC56QICKFzUgSE0DkpAkLonBQBIXROioAQOvf/YR0xxPfs2+QAAAAASUVORK5CYII=\n",
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64O6A+tUkzYfBYOC5c+fWq9tuZWUld+nS5c42evXqxbdu3bJ7fU/hu+++49atW/PQoUPZz8+PQ0NDOTs7u97bqaio4Pfee4/9/f1VP94KhdwOeDJEhDZt2tSr2+7GjRvRt29fNGrUCL6+vigoKEB+fr6CKtWhZcuWePvtt7Fq1Sp88MEHOHjwIFq2bFnv7RiNRkyaNAnz589HkyZNFFCqUWw5g7sD6jukR8To0aO5oqLC7l+2nTt3clZWFjdt2pT79u3LhYWFig1R7k1UVlbytm3bODo6WvVj7uKQmoCnc/ToUdy6dcvu/AkJCVi9ejUuX76MESNGoHHjxvp+FGYnBoMBgwYNwjfffKPaMG7uRM4ID+LRRx9FcHCw3fkLCwtRWVmJyZMn67bl2xnatWuHuXPneszYCQ5jq3rg7oD61SSPiNGjR3NBQYGSNWHBBmlpad7SWCi3A57OZ599hp07d9qd/3695YT6sWTJEmzcuBGhoaFqS1EEMQEPIjg4GI899phdeb/66it07979TkchwXF8fX3Ru3dvRSd8URMxAQ+isrISN2/erDNfUVERXnnlFezbtw8ZGRluUOb9BAYGYunSpV5ZGxAT8CAKCgqwbdu2OvPt3r0bly9fRqNGjRATE+MGZfogPj4eCxcuVFuGyxET8DDs6TZsNBqxYMEC/PDDD3j66afdoEofEBGee+45DB06VG0pLoW4qnVeXRFVgzsIdRAYGIjNmzejb9++akvRNZ999hmGDx+utgxHyGQbM35JTcCDiI6OxsMPP6y2DMHLEBPwIAYNGlSvzkLeTmlpKXbu3ImJEydiyJAh2Lp1q1smGHnkkUcQFRWleDluw1bnAXcH1O9E4RERHh7O//73v13aEaayspILCwvr9U6CuygvL+fCwkK2WCw10vPz83nZsmXco0ePGgOBhISE8KeffsoWi4VNJtM967kKi8XCf/7zn1U/HxwIm52FVDcAFhOwO5o0acLnz5932Yn8/vvv8/jx4zkuLo6PHDnCzMxXr17lixcvuqQMZ5k7dy7HxcXd81rw0qVL7ztIaNOmTTkjI4P79evHhw4d4ps3byqibceOHRwQEKD6OSEmoLOo7/BitVFZWckzZ85kAPz666/zlStXeMeOHdypUydOTk7mjIwMfu2119hsNrukvPry4YcfctOmTRkAT5w4kY8cOcKlpaU8fvx4jo2NrXU/+fn5scFg4ICAAH7hhRccGlugLkpKSnjgwIGqnxNiAjoLHx8fXrt2rdMn8DvvvMNdu3a9czG1adOG4+Li7ikvMjKSt23b5nR59aW8vJzHjRtXQ0t8fDyvXLmSw8PD673fBgwYwCUlJS7VWFJSwgMGDFD9nKhniAl4Q7hiQtJJkybZXV7Pnj2dLq++LF++nIODg122z/z9/Xnjxo0u1Xjx4kVu3Lix6udDPUNeIPJ0goOD0a1bN7VlKE5xcTFMJpPLtldWVoZZs2bJvAz3QUzAgygtLcWZM2fcWqYa0571798fjRo1cnh9g8GA3r171xgH4OzZsxg7dqzLhlfbvn07bty44ZJtqY2YgAdRXl6OOXPmOG0Ejz76aJ3diRs1aoS0tDTMmTPHqbIcoUOHDnjyyScdXt9gMKBnz5413psoLS3FunXrkJqairy8PKc1Xr582S19EtyCrXsEdwfUv1fyqNiyZYvT97RffPFFrWWMGTNGsefs9jB+/HjF9l9KSorTDYVLly5lg8Gg+rlQz5A2AW8hNzfXqfUvXLiAV199tdY83377LTZt2uRUOc4QHx+P9PR0RYb2yszMhNlsdmobQ4YM8Zrem3WaABEFENE+IjpMRD8R0d+s6aFE9DURnbJ+hlRbZxYRZRPRSSKSCeFdjLMDhYSFhWHDhg2YMmUKGjRoYDNPTk4OTpw44VQ5zjB16lRMmzYNY8eOdfm227Rpc8+8jfWlrKzsdi3W87FVPeCaVXUCEGRd9gXwfwAeAbAQwExr+kwAC6zL7QEcBuAPoBWA0wCMdZShdjXJo2LdunVOVWVvYzKZOD4+/r7lNG/enJcvX+6SshwlMzOT33jjDZ4wYQL7+fk5ve98fX15w4YNTmkqKSnhbt26eeLU5s73EwDQAMBBAN0AnAQQZU2PAnDSujwLwKxq62wH0L2O7aq9czwqBg4c6NRJXJ3Fixdzu3btbJYTExPDL7/8ssvKcoaKigpOSUlxet/16tWLTSaTU1pu3bpVZ69FjYbjJgDACCALwA38+otfeFee69bPJQBSq6V/BGCYjW2mAThgDbV3jkdFnz59nDqJ76aoqIhXrlzJHTt2ZCLi5ORkfuaZZ/g///mPqo2Dd3Pu3Lk7XYkdidDQUE5PT3dax8mTJzkiIkL188CBcElN4AEA3wLoiPubwFLcawLP1LFdtXeOR0VcXBxv37693idvaWkp5+Xl3ffC/vbbb/mtt95y+pdSKcxmM//+97/noUOHcosWLeq931xhnrm5uZyQkKD6OeBguKbbMID/B+BVyO2AquFINf2HH37glJQULioqcvASUJ+SkhIuKyvjMWPG1LuNYPXq1U6Xv2fPHk9sC7gdjpkAgHAAD1iXAwH8ACAFwNuo2TC40LrcATUbBs9AGgZdHm3atOHDhw/X6wS2WCz1mtWYueptQy3OX2g2m3nXrl384YcfcmBgID/yyCPcr18/joqKsrm/oqOjOScnx+ly9WoCnQAcAnAEwDEAr1vTmwDIAHDK+hlabZ3ZqHoqcBLAE3aUofbO8chISkpy+dtxdzNt2jR+5plneP/+/Zyfn89btmzRlCmUlZXx0aNH7+yHlStX8h/+8AcePXo0x8XF8bhx43jSpEl88OBBl7RvrFixQvXj7kTIW4TeFjExMYq8K3+b/Px87tChAwPgHj168IsvvsiNGjXiU6dOKVamq6isrORr1665fLuLFy9W/bi72gSkx6AHk5ubi2HDhqG4uFiR7RcUFOD06dMAgB9//BGrVq3CjRs38Mknn9g19LmaGAwGRSYKiY6Odvk21UZMwE34+/ujb9++ICKXbZOZkZWVhUWLFqGwsNBl2wWAY8eOYdSoUSgrK6uRbrFY8PHHH6OoqMil5XkKn3/+udoSXI6YgJsICgrChAkTFHk19/XXX0dqair++c9/3r69cpr//ve/2Lt37z3b8/X1xSeffIKQkJD7rCl4GmICbqKgoACpqamKVKOZGRaLBU2aNHHZNsPCwhAeHl4jLTAwEEOGDEFSUhIMBjl1vAZbDQXuDqjfYOLx0bJlS+7duzf37duXFy9e7HQDmMVi4RkzZtR4HJaYmFjvR4z2lKPWYKb1JTc316FOShoKmw2DPhC8grNnz+Ls2bPo1asXnn32Wae3R0SYPn06Tp8+jZycHPTo0QMxMTEuv53JysrC9OnT8dRTT2HgwIF48MEHXbp9V2E2mzF79mycP39ebSkuR0zAyzAajS67X4+IiMDKlStBRIq9O9+xY0d8/vnnOHz4sMvaM5SgtLQU27dv17RGRxET8DL27NmD7OxstG/fvs68t09oIgIz23xy4cxYf/bg6+uLsLAw9OnTR9FynOH69etYvXo1rl+/rrYURZDWHS/DbDbj008/rfMXy2KxYOTIkZg1axaOHj2KN9544755S0pKvPIX0F4yMzMxbdo0lJaWqi1FEcQEvJBly5Zh8+bNteYhIvTo0QOZmZlo0aIFJk6caDMfM2PGjBm4cuWKElIFDUBacHhrC7TgQkJDQ/Hll1/WOU9BSUkJAgMDa81TWloKf39/l3Z08iS+/vpr9O/fX20ZriCTmbvcnSg1AS+loKAAL730Eo4dO1ZrvroMAAACAgJARMjOzsZf/vIXXd0amEwmLF26VG0ZiiIm4MUcP34c06dPd8k4+wDQuHFj7NmzB/PmzcPFixddsk2ts2XLFmzZskVtGcpiq/OAuwPqd6Lw6hg8eDCXlpY63Vlm4sSJHBISwlFRUZyQkOARbxM6Q0VFBaempqp+/FwY8iqxXiMsLIx37tzJFRUVTl0Uhw8f5n379vH777/PPj4+PG7cOJv5ioqKOCMjQ7PDlDFXjbSclZVVa568vDwOCwtT/fi5MKTHoF7Jz8/H4MGD8eKLL2LJkiUO9/vv1KkTAKBVq1b3zPV3m+vXr2Ps2LGIiIhAfHz8nfcabnc40krj4okTJ7Bp0yYkJCTcN09ZWZn3TDVWG7acwd0B9R1SFxEUFMSHDh1y8je0diorKzk/P5+Zq2oECQkJHBUVxT179uRLly4pWnZ9mDt3Lu/evbvWPP/4xz88eSgxWyG3AxLgkSNHuu1iNJvNvGLFCg4LC3PZ8F6uwmw21zpM2r59+zgxMVH14+XiEBOQqIqkpCQ+c+aMSy6muigtLeXjx4+7rSxXYLFYeP369aofJwVCTEDi13jiiSf40qVLmho01BlMJhMPGzaMb968afc6n332GV+9evWe9D179jg1yYmGQ8YYFH5lx44dSEpKwu7du28bsUcTEBCAUaNGYc2aNVi2bNl98zEzTpw4gffeew+rVq1CaWkpFixYcGewl/LycqSnp+Py5cvukq4+tpzB3QH1HVK30aBBA16+fLnT9+uHDh3i/fv3u3zQkfpy9OhRm/Mx3Lx5kz/++GPu168fN2zYkImIw8LCuE+fPhwbG8vnzp3j8vJyPnPmDAcHB6t+XBQKuR2QsB2BgYG8fPlyvnXrVr0vOrPZzKtWreIuXbpwcHAw9+rVS5MzHJ0+fZq7dOnC7777LgcGBjIA9vHx4TVr1vCrr77K+/bt46effprj4uLYYDCofkwUCjEBifuHv78/P/HEE3zlypV6XVzFxcUcHR19ZzthYWF87ty5el+kSnPu3Dl+6KGHODMzk2fNmsXPPfccx8fHc+/evdlkMvH8+fPZx8dH9eOgcEibgHB/ysrK8NVXX+Gdd95BQUGB3esZjUY0bdoUQNXryQ0aNMDhw4eVkukwzZs3x+7du9G5c2fExcXhzJkzKCoqwsGDB7Fx40YsXbpU83MpKIYtZ3B3QH2HlKgW/fv354sXL9rdTrBhwwYeNWoUb968mc+fP+/wr7W7uHjxIiclJXFGRgZ/9913/Oyzz6q+z90UNmsCMp6AYJMWLVogPT0dgwYNsut1Y0/ixo0bWL58Ofbu3Yuff/4Zv/zyC0wmk9qy3IHN8QRUrwWw1AQ0G35+ftynTx/+6quvuKysTLmfZgfZsWMHb9++nZmrpl1funRpvTomHT58mKdMmaL6fnZjSMOghGPh4+PDffr04ePHj2uq629ubu6d24/Lly/zggULeMaMGXZpLCoq4sTERG97N6CukNsBwTkiIyMxYsQItG7dGqmpqXjggQfUluQQN27cwFtvvYX58+dDC+e/G7F5OyAmINQbIsLjjz+Odu3awc/PD5MnT8auXbvwu9/9Dq1bt1ZbXq0UFxdj3bp1mDx5Msxms9py3I2YgKAM7dq1g8lkwowZM/DSSy8hKChIbUl3sFgsyM3NxcmTJ7Ft2zZ8//33yMrKgsViUVuaGogJCMpCROjcuTPGjBmD/v37o2nTpm4fSKSyshJbt27F1atXAVSNEXjw4EFcuHDBbRo0jJiA4D5CQ0MRFhaGTz/9FIcOHcKZM2fQoEEDpKam2hyRyBUUFhbiww8/xF//+lc9VvXtwTkTICIjgAMAcpk5hYhCAXwGIBZADoDnmPm6Ne8sAGMBVAKYzMzb69i2mICXEhAQgPLyclRWVoKIEBkZiUcffRREhJCQEKSmpqJTp071uoW4desWzp8/jwcffBA5OTm4fPnynQlD9+zZo48hwRzDaRP4E4AuABpZTWAhgAJmnk9EMwGEMPNrRNQewDoAXQE0A/ANgHhmvu+RERPQL0SE3/72t2jQoAEAoG3bthg8eHCt65w9exYLFy5E27Ztcfbs2Tuv/WqhVqtxHO8sBCAGQAaAxwFstaadBBBlXY4CcNK6PAvArGrrbgfQvY7tq/38VEJCD+HUC0TvA5gBoHqTaiQzXwIA62eENT0aQPVJ3C9Y0wRB0CB1mgARpQDIY+ZMO7dpqymYbWw3jYgOENEBO7crCIIC2DPvQE8AQ4hoEIAAAI2I6F8ArhBRFDNfIqIoALfnuroAoHm19WMA3DNnFTOvALACkDYBQVCTOmsCzDyLmWOYORbAcAA7mTkVwGYAo63ZRgPYZF3eDGA4EfkTUSsAbQHsc7lyQRBcgjMzEM0H8DkRjQVwDsCzAMDMPxHR5wCOA6gAMKG2JwOCIKiLJjoLGQwG1oIOQfBybD4i1MTwYp76NpogeAOaMIHCwkK1JQiCbtGECcitgCCohyZMQBAE9RATEASdIyYgCDpHTEAQdI6YgCDoHDEBQdA5YgKCoHPEBARB54gJCILOERMQBJ0jJiAIOkdMQBB0jpiAIOgcMQFB0DliAoKgc8QEBEHniAkIgs4RExAEnSMmIAg6R0xAEHSOmIAg6BwxAUHQOWICgqBzxAQEQeeICQiCzhETEASdIyYgCDpHTEAQdI6YgCDoHDEBQdA5YgKCoHPEBARB54gJCILOERMQBJ0jJiAIOsdHbQFW8gHctH56AmHwHK2AZ+kVrcrR0lYiMbO7hdiEiA4wcxe1ddiDJ2kFPEuvaHU/cjsgCDpHTEAQdI6WTGCF2gLqgSdpBTxLr2h1M5ppExAEQR20VBMQBEEFVDcBIhpIRCeJKJuIZqqtBwCIaCUR5RHRsWppoUT0NRGdsn6GVPvbLKv+k0Q0wM1amxPRt0R0goh+IqIpWtVLRAFEtI+IDlu1/k2rWquVbySiQ0S0VetaHYaZVQsARgCnAbQG4AfgMID2amqy6koGkATgWLW0hQBmWpdnAlhgXW5v1e0PoJX1/zG6UWsUgCTrcjCAn62aNKcXAAEIsi77Avg/AI9oUWs1zX8C8CmArVo+D5wJtWsCXQFkM/MZZjYDWA/gKZU1gZm/B1BwV/JTAFZbl1cDGFotfT0zlzHzLwCyUfV/uQVmvsTMB63LJgAnAERrUS9XccP61dcarEWtAEBEMQAGA/hntWRNanUGtU0gGsD5at8vWNO0SCQzXwKqLjwAEdZ0zfwPRBQLoDOqfmE1qddavc4CkAfga2bWrFYA7wOYAcBSLU2rWh1GbRMgG2me9rhCE/8DEQUB2ABgKjMX15bVRprb9DJzJTMnAogB0JWIOtaSXTWtRJQCII+ZM+1dxUaaR5zLapvABQDNq32PAXBRJS11cYWIogDA+plnTVf9fyAiX1QZwFpm3mhN1qxeAGDmQgDfARgIbWrtCWAIEeWg6jb1cSL6l0a1OoXaJrAfQFsiakVEfgCGA9issqb7sRnAaOvyaACbqqUPJyJ/ImoFoC2Afe4SRUQE4CMAJ5g5Xct6iSiciB6wLgcC6Avgf1rUysyzmDmGmWNRdV7uZOZULWp1GrVbJgEMQlWL9mkAs9XWY9W0DsAlAOWocvixAJoAyABwyvoZWi3/bKv+kwCecLPWXqiqdh4BkGWNQVrUC6ATgENWrccAvG5N15zWu3Q/hl+fDmhaqyMhPQYFQeeofTsgCILKiAkIgs4RExAEnSMmIAg6R0xAEHSOmIAg6BwxAUHQOWICgqBz/j+VRuDMb/c3OwAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1464,8 +1464,8 @@
    "source": [
     "influence_region = np.ones((2,2))\n",
     "\n",
-    "step3 = skimage.morphology.binary_erosion(step2, selem=influence_region)\n",
-    "step4 = skimage.morphology.binary_dilation(step3, selem=influence_region)\n",
+    "step3 = skimage.morphology.binary_erosion(step2, footprint=influence_region)\n",
+    "step4 = skimage.morphology.binary_dilation(step3, footprint=influence_region)\n",
     "\n",
     "plt.imshow(step4, cmap = 'gray');"
    ]
@@ -1479,12 +1479,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1496,7 +1496,7 @@
     }
    ],
    "source": [
-    "plt.imshow(skimage.morphology.binary_closing(mask, selem=influence_region), cmap='gray');"
+    "plt.imshow(skimage.morphology.binary_closing(mask, footprint=influence_region), cmap='gray');"
    ]
   },
   {
@@ -1510,7 +1510,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 45,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1533,7 +1533,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1550,20 +1550,27 @@
     "plt.imshow(skeleton, cmap = 'gray');"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Additionally, you can find many other tools for flood filling, removing holes, finding maxima etc. in this module. We leave it up to the reader to explore the documentation."
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {
     "id": "o3fT0ajJAEFQ"
    },
    "source": [
-    "## 11.4 Other packages\n",
+    "## Other packages\n",
     "\n",
     "You can of course find useful functions in other packages. An example of this is given in the Demo notebook, where we *fill holes* that we have in our nuclei with a function from the scipy package:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1572,21 +1579,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 47,
    "metadata": {},
    "outputs": [],
    "source": [
-    "image_closed = skimage.morphology.binary_closing(mask, selem=influence_region)"
+    "image_closed = skimage.morphology.binary_closing(mask, footprint=influence_region)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1603,21 +1610,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [],
    "source": [
-    "image_fill = ndi.binary_fill_holes(image_closed, skimage.morphology.disk(5))\n"
+    "image_fill = ndi.binary_fill_holes(image_closed, skimage.morphology.disk(5))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 50,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1648,9 +1655,9 @@
    "toc_visible": true
   },
   "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1662,7 +1669,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/06-Numpy_basics.ipynb b/06-Numpy_basics.ipynb
deleted file mode 100644
index 8daf2f29586aa8b1b01bbc52a970ca2ecb3eaa5a..0000000000000000000000000000000000000000
--- a/06-Numpy_basics.ipynb
+++ /dev/null
@@ -1,1579 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "OpcQOtRw2OjO"
-   },
-   "source": [
-    "# 6. Numpy basics"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "0aKm_Dcq2OjY"
-   },
-   "source": [
-    "The structures offered by Python are limited, especially if we deal with the multi-dimensional lists that images are. The solution to this is the Numpy package, which offers a new object called an array. On top of offering this structure, Numpy also offers a vast number of functions that operate directly on arrays, sparing us the tedious task of making sure we handle all the pixels of an image. Let's first import Numpy:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 934,
-     "status": "ok",
-     "timestamp": 1616247469278,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "rJMAvyT42OjZ"
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "\n",
-    "import urllib.request\n",
-    "urllib.request.urlretrieve('https://raw.githubusercontent.com/guiwitz/PyImageCourse_beginner/master/svg.py', 'svg.py')\n",
-    "from svg import numpy_to_svg"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "uZQYtPhc2OjZ"
-   },
-   "source": [
-    "## 6.1 What is an array"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "gVSm5qJO2OjZ"
-   },
-   "source": [
-    "Now let us create arrays. The two simplest ways of doing that is to create arrays filled with 0's or 1's. For example to create a 6x4 array of zeros:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 611,
-     "status": "ok",
-     "timestamp": 1616247475383,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "kFHWasNt2Oja"
-   },
-   "outputs": [],
-   "source": [
-    "myarray = np.zeros((4,6))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "B-d6smMh2Ojb"
-   },
-   "source": [
-    "An array is just a matrix, i.e. a grid of numbers with multiple dimensions. For example the array above look like this:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 204
-    },
-    "executionInfo": {
-     "elapsed": 550,
-     "status": "ok",
-     "timestamp": 1616247477314,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "klXLihdT2Ojd",
-    "outputId": "a46adfea-0271-4210-c864-1f13069e4e39"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<svg width=\"250\" height=\"183\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"200\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"33\" x2=\"200\" y2=\"33\" />\n",
-       "  <line x1=\"0\" y1=\"66\" x2=\"200\" y2=\"66\" />\n",
-       "  <line x1=\"0\" y1=\"100\" x2=\"200\" y2=\"100\" />\n",
-       "  <line x1=\"0\" y1=\"133\" x2=\"200\" y2=\"133\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"133\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"33\" y1=\"0\" x2=\"33\" y2=\"133\" />\n",
-       "  <line x1=\"66\" y1=\"0\" x2=\"66\" y2=\"133\" />\n",
-       "  <line x1=\"100\" y1=\"0\" x2=\"100\" y2=\"133\" />\n",
-       "  <line x1=\"133\" y1=\"0\" x2=\"133\" y2=\"133\" />\n",
-       "  <line x1=\"166\" y1=\"0\" x2=\"166\" y2=\"133\" />\n",
-       "  <line x1=\"200\" y1=\"0\" x2=\"200\" y2=\"133\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.000000,0.000000 200.000000,0.000000 200.000000,133.333333 0.000000,133.333333\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"100.000000\" y=\"153.333333\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >6</text>\n",
-       "  <text x=\"220.000000\" y=\"66.666667\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,220.000000,66.666667)\">4</text>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "numpy_to_svg(myarray)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "JHVOzBvn2Oje"
-   },
-   "source": [
-    "And the \"inside\" of the array looks like this:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 639,
-     "status": "ok",
-     "timestamp": 1616247480616,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Vb1qBblx2Ojf",
-    "outputId": "d027fa7c-6ad8-4955-db61-d37f38e8b269"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[0., 0., 0., 0., 0., 0.],\n",
-       "       [0., 0., 0., 0., 0., 0.],\n",
-       "       [0., 0., 0., 0., 0., 0.],\n",
-       "       [0., 0., 0., 0., 0., 0.]])"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ik2jd7VT2Ojf"
-   },
-   "source": [
-    "We see that we have 6 separate list of 4 0's  grouped into a larger list. This entire structure is an array of 6 rows and 4 columns. In the frame of this course you can also see it as a 6x4 pixel image.\n",
-    "\n",
-    "Seeing rows and columns as a system of coordinates, we can access to specific pixels. For example the pixels at row = 3 and columns = 2 is: "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 581,
-     "status": "ok",
-     "timestamp": 1616247481275,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "r_VZfMfO2Ojg",
-    "outputId": "486a7ecd-a0a1-410c-b989-87978be35e16"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "0.0"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray[3,2]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "M-xr04tC2Ojg"
-   },
-   "source": [
-    "We can even modify its value:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 639,
-     "status": "ok",
-     "timestamp": 1616247483599,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "ZADiI9Z42Ojg"
-   },
-   "outputs": [],
-   "source": [
-    "myarray[3,2] = 13"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 401,
-     "status": "ok",
-     "timestamp": 1616247483600,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hVv0h8Nn2Ojh",
-    "outputId": "e44924e7-8f6b-407a-abd6-1bf7037b50c7"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[ 0.,  0.,  0.,  0.,  0.,  0.],\n",
-       "       [ 0.,  0.,  0.,  0.,  0.,  0.],\n",
-       "       [ 0.,  0.,  0.,  0.,  0.,  0.],\n",
-       "       [ 0.,  0., 13.,  0.,  0.,  0.]])"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "u9tcGi4X2Ojh"
-   },
-   "source": [
-    "Similarly we can crearte an array filled with 1s:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 487,
-     "status": "ok",
-     "timestamp": 1616247485396,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hhmQ3MoX2Oji",
-    "outputId": "4882f825-0197-4959-c607-8984d13833d0"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[1., 1., 1., 1., 1., 1.],\n",
-       "       [1., 1., 1., 1., 1., 1.],\n",
-       "       [1., 1., 1., 1., 1., 1.]])"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.ones((3,6))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "YSMXBcZ52Oji"
-   },
-   "source": [
-    "Finally we can create a one-dimensional array with evenly spaced valeus (similar to range) using:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 792,
-     "status": "ok",
-     "timestamp": 1616247487494,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "uHZnR3vV2Oji",
-    "outputId": "501d4356-3b4d-41ad-b68e-3b3accf25f21"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([ 0,  3,  6,  9, 12, 15, 18, 21, 24, 27])"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.arange(0,30,3)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "PWBLj0h22Oji"
-   },
-   "source": [
-    "## 6.2 Simple calculus with arrays"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "7iNYVlHw2Oji"
-   },
-   "source": [
-    "The beautiful thing with arrays, is that you can consider them like an object and forget that they are composed of multiple elements. For example we can just add a value to all all pixels using:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 531,
-     "status": "ok",
-     "timestamp": 1616247490459,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "3gHEKK4n2Ojj",
-    "outputId": "e73f56fd-18b3-40e6-d32a-ca4a88493e72"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[32., 32., 32., 32., 32., 32.],\n",
-       "       [32., 32., 32., 32., 32., 32.],\n",
-       "       [32., 32., 32., 32., 32., 32.],\n",
-       "       [32., 32., 45., 32., 32., 32.]])"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray + 32"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "B8mePU5I2Ojj"
-   },
-   "source": [
-    "Of course as long as we don't reassign this new state to our variable it remains unchanged:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 534,
-     "status": "ok",
-     "timestamp": 1616247491962,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "lRBQqXX72Ojj",
-    "outputId": "13941f50-e4e4-44e5-b378-dd7873e25e5d"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[ 0.,  0.,  0.,  0.,  0.,  0.],\n",
-       "       [ 0.,  0.,  0.,  0.,  0.,  0.],\n",
-       "       [ 0.,  0.,  0.,  0.,  0.,  0.],\n",
-       "       [ 0.,  0., 13.,  0.,  0.,  0.]])"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "zB6RdPSQ2Ojj"
-   },
-   "source": [
-    "We have to write:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 589,
-     "status": "ok",
-     "timestamp": 1616247493157,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "VVyf4d8I2Ojk"
-   },
-   "outputs": [],
-   "source": [
-    "myarray = myarray + 32"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 495,
-     "status": "ok",
-     "timestamp": 1616247494848,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "utkPbh3G2Ojk",
-    "outputId": "937c718d-89ea-4c20-f48f-68ed7f060148"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[32., 32., 32., 32., 32., 32.],\n",
-       "       [32., 32., 32., 32., 32., 32.],\n",
-       "       [32., 32., 32., 32., 32., 32.],\n",
-       "       [32., 32., 45., 32., 32., 32.]])"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "m5-OT2Wg2Ojk"
-   },
-   "source": [
-    "Note that if we didn't have those nice Numpy properties, we would have to \"manually\" go through all pixels to adjust their values: "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 739,
-     "status": "ok",
-     "timestamp": 1616247497016,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "MWNeovif2Ojk"
-   },
-   "outputs": [],
-   "source": [
-    "for x in range(4):\n",
-    "    for y in range(6):\n",
-    "        myarray[x,y] = myarray[x,y] + 5"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 370,
-     "status": "ok",
-     "timestamp": 1616247497018,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "_b5Cryng2Ojl",
-    "outputId": "901d774d-0aca-4182-e175-d9e3bd5d3821"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[37., 37., 37., 37., 37., 37.],\n",
-       "       [37., 37., 37., 37., 37., 37.],\n",
-       "       [37., 37., 37., 37., 37., 37.],\n",
-       "       [37., 37., 50., 37., 37., 37.]])"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "F0WRZb6Y2Ojl"
-   },
-   "source": [
-    "Of course we can do much more complex operations on these arrays. For example we can use the cosinus function of Numpy and apply it to the entire array:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 731,
-     "status": "ok",
-     "timestamp": 1616247500543,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "9S7uh7tv2Ojl",
-    "outputId": "6a9c9050-48a0-466d-b50f-0dd9e98f0a08"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[0.76541405, 0.76541405, 0.76541405, 0.76541405, 0.76541405,\n",
-       "        0.76541405],\n",
-       "       [0.76541405, 0.76541405, 0.76541405, 0.76541405, 0.76541405,\n",
-       "        0.76541405],\n",
-       "       [0.76541405, 0.76541405, 0.76541405, 0.76541405, 0.76541405,\n",
-       "        0.76541405],\n",
-       "       [0.76541405, 0.76541405, 0.96496603, 0.76541405, 0.76541405,\n",
-       "        0.76541405]])"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.cos(myarray)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "3MspOSEn2Ojl"
-   },
-   "source": [
-    "## 6.3 Operations combining arrays"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "PmY3kZVh2Ojm"
-   },
-   "source": [
-    "In addition to operations that apply to entire arrays, we can do also operations combining multiple arrays. For example we can add two arrays:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 541,
-     "status": "ok",
-     "timestamp": 1616247503303,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "6BFc72QL2Ojm",
-    "outputId": "e520fe8b-18ad-41d9-e7c6-d60b8cb7486c"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[10., 10., 10., 10.],\n",
-       "       [10., 10., 10., 10.],\n",
-       "       [10., 10., 10., 10.],\n",
-       "       [10., 10., 10., 10.]])"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray1 = 2*np.ones((4,4))\n",
-    "myarray2 = 5*np.ones((4,4))\n",
-    "myarray3 = myarray1 * myarray2\n",
-    "myarray3"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "CrLD35vm2Ojm"
-   },
-   "source": [
-    "The one important constraint is of course that the two arrays used in an operation need to have the same size. Otherwise Numpy doesn't know which pairs of pixel to consider."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 198
-    },
-    "executionInfo": {
-     "elapsed": 583,
-     "status": "error",
-     "timestamp": 1616247506734,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "NwzUV6Ra2Ojm",
-    "outputId": "5cc50d8a-cf58-45ee-d214-6b02a7cfbdc5"
-   },
-   "outputs": [
-    {
-     "ename": "ValueError",
-     "evalue": "ignored",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-20-711b6095d77e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mmyarray1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mones\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0mmyarray2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m5\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mones\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mmyarray3\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmyarray1\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mmyarray2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m: operands could not be broadcast together with shapes (3,3) (4,4) "
-     ]
-    }
-   ],
-   "source": [
-    "myarray1 = 2*np.ones((3,3))\n",
-    "myarray2 = 5*np.ones((4,4))\n",
-    "myarray3 = myarray1 * myarray2"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "kUWVRxsE2Ojm"
-   },
-   "source": [
-    "## 6.4 Higher dimensions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "MzC-GfYs2Ojm"
-   },
-   "source": [
-    "Until now we have almost only dealt with 2D arrays that look like a simple grid:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 171
-    },
-    "executionInfo": {
-     "elapsed": 709,
-     "status": "ok",
-     "timestamp": 1616247514948,
-     "user": {
-      "displayName": "Guillaume Witz",
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-     "user_tz": -60
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-    "id": "iy3JkQiT2Ojn",
-    "outputId": "c28b7c9d-726c-4c0e-9f79-8ce1e5d1375e"
-   },
-   "outputs": [
-    {
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-   "source": [
-    "myarray = np.ones((5,10))\n",
-    "numpy_to_svg(myarray)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "cxXW6-hT2Ojn"
-   },
-   "source": [
-    "We are not limited to create 1 or 2 dimensional arrays. We can basically create any-dimension array. For example if we do 3D imaging, we are going to have a series of planes assembled in a \"cube\". For example if we acquired 5 planes of a 10px by 10px image, we would have something like:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
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-    "executionInfo": {
-     "elapsed": 668,
-     "status": "ok",
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-     },
-     "user_tz": -60
-    },
-    "id": "Vqfed2eK2Ojn"
-   },
-   "outputs": [],
-   "source": [
-    "array3D = np.ones((10,10,5))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 388
-    },
-    "executionInfo": {
-     "elapsed": 797,
-     "status": "ok",
-     "timestamp": 1616247518247,
-     "user": {
-      "displayName": "Guillaume Witz",
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-    "id": "9mDh5Fd72Ojn",
-    "outputId": "e5dcd1d3-f808-4069-9ab2-6bae7954bc41"
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-   "outputs": [
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-    "numpy_to_svg(array3D)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "NGvDnyJ72Ojo"
-   },
-   "source": [
-    "In higher dimensions, the array content output is not very readable. To know what we are dealing with, an **extremely** helpul property associated to arrays is shape:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 456,
-     "status": "ok",
-     "timestamp": 1616247520675,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
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-    "id": "xTSnEYbm2Ojo",
-    "outputId": "e8fbc3fb-4765-4a6e-a686-5c22b9665bf1"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(10, 10, 5)"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "array3D.shape"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "8St0sVfx2Ojo"
-   },
-   "source": [
-    "This gives us the size of the array in each dimension.\n",
-    "\n",
-    "**Note that shape, which is a parameter of the array, is used almost like a method, however without parenthesis.**"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "yCTLA5pa2Ojo"
-   },
-   "source": [
-    "## 6.5 Methods and parameters of arrays"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "FO2q252b2Ojo"
-   },
-   "source": [
-    "Just like variables and structures, arrays have also associated methods. As we have just seen, they also have associated parameters that one can call without (). \n",
-    "\n",
-    "Sometimes it is unclear whether we deal with a method or parameter. Just try and see what gives an error!\n",
-    "\n",
-    "These methods/parameters give a lot of information on the array and are very helpful. For example, one can ask what is the largest element:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 559,
-     "status": "ok",
-     "timestamp": 1616247527416,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "oku5BCrq2Ojo",
-    "outputId": "a8c5af76-6317-46aa-d7e5-2a98d80a3f6e"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<function ndarray.max>"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray.max"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "TIg_UbpF2Ojp"
-   },
-   "source": [
-    "This indicates that we actually deal with a method:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 786,
-     "status": "ok",
-     "timestamp": 1616247528433,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "5suXfChJ2Ojp",
-    "outputId": "64d18a8e-5d26-4ba6-f533-fb3e46df12c5"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "1.0"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray.max()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "p2eZkjD_2Ojp"
-   },
-   "source": [
-    "We can also e.g. calculate the sum of all elements:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 564,
-     "status": "ok",
-     "timestamp": 1616247530226,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "zOGzUcZa2Ojt",
-    "outputId": "39a1fd62-592e-4ee1-cf1a-ea11e5aa5e62"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "50.0"
-      ]
-     },
-     "execution_count": 27,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray.sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "eM1dwibj2Ojt"
-   },
-   "source": [
-    "You can actively read the documentation to lear about all methods. The simplest is usually just to do a [Google Search](https://www.google.com/search?ei=5rd2XKqwN8SUsAfj7IuICw&q=sum+of+numpy+array&oq=sum+of+numpy+array&gs_l=psy-ab.3..0i7i30l7j0i203l2j0i5i30.23694.24024..24373...0.0..0.66.193.3......0....1..gws-wiz.......0i71.0RxePnmQfcg) for whatever you are looking for."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Mys9ytER2Ojt"
-   },
-   "source": [
-    "## 6.6 Logical operations"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "aBYE6AXG2Oju"
-   },
-   "source": [
-    "Just like variables, arrays can be composed of booleans. Usually they are obtained by using a logical operation on a standard array:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 617,
-     "status": "ok",
-     "timestamp": 1616247534190,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "5oFiTWHo2Oju",
-    "outputId": "fc9d1d9d-c62b-42be-e5f4-28dcedb05e85"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[0., 0., 0., 0.],\n",
-       "       [0., 0., 0., 0.],\n",
-       "       [0., 0., 0., 1.],\n",
-       "       [0., 0., 0., 0.]])"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray = np.zeros((4,4))\n",
-    "myarray[2,3] = 1\n",
-    "myarray"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 542,
-     "status": "ok",
-     "timestamp": 1616247535525,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "IPzALsPt2Oju",
-    "outputId": "5bb61a4e-da48-4bab-f7d8-d51751a48e16"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[False, False, False, False],\n",
-       "       [False, False, False, False],\n",
-       "       [False, False, False,  True],\n",
-       "       [False, False, False, False]])"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myarray > 0"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "KtniuTTI2Oju"
-   },
-   "source": [
-    "Exactly as for simple variables, we can assign this boolean array to a new variable directly:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 378,
-     "status": "ok",
-     "timestamp": 1616247536793,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Zvo048nl2Oju"
-   },
-   "outputs": [],
-   "source": [
-    "myboolean = myarray > 0"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 592,
-     "status": "ok",
-     "timestamp": 1616247538160,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hoNitifV2Oju",
-    "outputId": "67e118d0-9477-4cf6-ecc9-cddf1151deed"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[False, False, False, False],\n",
-       "       [False, False, False, False],\n",
-       "       [False, False, False,  True],\n",
-       "       [False, False, False, False]])"
-      ]
-     },
-     "execution_count": 31,
-     "metadata": {
-      "tags": []
-     },
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "myboolean"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "KFXJl9q72Ojv"
-   },
-   "source": [
-    "## 6.7 Array slicing"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Do1rec-F2Ojv"
-   },
-   "source": [
-    "A vast chapter is array slicing, the fact to only consider a part of an array, as when cropping an image for example. We are however going to treat that part later using actual images, to make the examples more understandable."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "itR31wwx2Ojv"
-   },
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "06-Numpy_basics.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/12-Regions.ipynb b/06-Regions.ipynb
similarity index 80%
rename from 12-Regions.ipynb
rename to 06-Regions.ipynb
index ad3c73ac19956a6b396e8a64883c589963465199..d3cfea9c93065389c90a6b542701f1295b62a93d 100644
--- a/12-Regions.ipynb
+++ b/06-Regions.ipynb
@@ -6,7 +6,7 @@
     "id": "_abtXE7KBXxp"
    },
    "source": [
-    "# 12. Region properties"
+    "# 6. Region properties"
    ]
   },
   {
@@ -15,7 +15,7 @@
     "id": "C_ueqQujBXxv"
    },
    "source": [
-    "Once you have segmented an image you usually want to gather information on the objects that you \"discovered\". Instead of painstakingly do this manually, skimage offers a simplified way to do this with its regionprops tool."
+    "Once you have segmented an image you usually want to gather information on the objects that you \"discovered\". Instead of painstakingly do this manually, skimage offers a simplified way to do this with its ```regionprops_table``` tool."
    ]
   },
   {
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {
     "executionInfo": {
      "elapsed": 2392,
@@ -85,13 +85,13 @@
     "\n",
     "# create mask and clean-up\n",
     "mask_nuclei = image_nuclei > skimage.filters.threshold_otsu(image_nuclei)\n",
-    "mask_nuclei = skimage.morphology.binary_closing(mask_nuclei, selem=skimage.morphology.disk(5))\n",
+    "mask_nuclei = skimage.morphology.binary_closing(mask_nuclei, footprint=skimage.morphology.disk(5))\n",
     "mask_nuclei = ndi.binary_fill_holes(mask_nuclei, skimage.morphology.disk(5))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -114,7 +114,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -136,7 +136,7 @@
     "id": "CJUUfmkuBXxy"
    },
    "source": [
-    "## 12.1 Labelling"
+    "## Labelling"
    ]
   },
   {
@@ -150,7 +150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {
     "executionInfo": {
      "elapsed": 581,
@@ -181,7 +181,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -204,7 +204,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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W4iMBlSfGMXuPaJ4WkQUIdm0hXVGaHRDWMaTXN+MoOMk8LTo4WWs7gc7p70eNMfuB1svc5XXAF6y1KeC4MeYIcCPw0GJrkMLhNjUx+NKNeGWGqvYMifYR/Mo4qYYEk00RAheaHujCP3IcgMja1Qzc1kqm3BBEuex6WNYYvAR4CZfx5moaK7bj/OTJ8/Yx8TjB9duJDE5gRicIhoYJxsYwkSgmFiWYmNCq6lKS3E3rGdxQ2oOkk40xKqIxbCYddilSAJZlIgtjzDrgGuAR4Dbgt40xbwd2M9UqNchUqHp4xt3auUTQMsbcBdwFkKC0/6ALmYlEcFtXMrl1Bf2ro/jxqfAzuCkGmxov2r/nhS3UrawFB7o3JxY96d5kU4wKY84LQsZ1Gd5YRrqyHBNYnMxqYmOWIAJ+3BAfDijrSxMZSmK6+vG7exZ1bJFC4pSXM3pVM4Fbel10M2UqDM7mdfj7DoVdihSAJQcnY0wlcA/we9baEWPMx4C/AOz0v38LvBOY7S9z1o/41tq7gbsBqk29mgEKgFNeDlvWMb62Ejv9IuzFDelqM+8XZT9u6LuybO4d55CsdahubMTv7T23LZiYoPpkkr6dZVjH4MdhMv5cXV7CZXxFGVCGm6ml7kArkaeOEIyOLrkekbzkuPi7NpdsF91M1hgm19QQ22/U8ixzWlJwMsZEmQpNn7XWfhXAWts94/ZPAN+e/rEdWD3j7m1Ax1KOLyExBicex1RVYSrKSK1rZGh1nHRVfnxqtS5gg4u2x471YravnnMArB+dCnDxtTtp+Fkn3vGTWapUJDzuto0MbFj6B5VikapxSZSXE4yPh12K5LmlXFVngH8F9ltr/27G9pXT458A3gDsnf7+m8DnjDF/x9Tg8M3Ao4s9vuSQ4+I21BOsayFdFydT6ZKudPDKwBry7koc6wBN9dDXf952v6uH2GgbqZr51Zuqdhi4eSU1p89gPW/uO4gUCBONMbq17rJjB0uNHzOYlc0wPc5S5FKW0uJ0G/CrwB5jzFPT2/4EeKsxZhdT3XAngHcDWGufNcZ8CdjH1BV579MVdfnLKS/HWdFEuq2e8dap1iQ/WhgvstYYMg0VF01SZn0fZ4H5x0sYTCSi4CRFxdmwhnSluugu5DVXY46EXYXku6VcVfcgs49buvcy9/kg8MHFHlOyz62uZuL5W5lojOCVX/5qtnyWrotx4frnbkM96eqF/T5BDJyGeoIz6lWW4mCiMca21YddRl5K18aIG41zksvTRw45x62uZviOHQyvjZKpMAUbmgAmmlzcpqZzP7t1dQy/eOOCW80C1zB8y2rcFc3LXaJIKNyWZtJVeukXWaxlmY5ACp9TXs7wK7Yz0VgcL6hewtD3C5uoOrUGYy2Da+JkKhYXBMebXdJ3bKTphxE8tTxJIXNcJre3FPSHIpGwKTiVOmNwystJ3bKNiabiWq8pU24Y2LY8C3hmKgy9L11L48/iBKc7sKnUsjyuSC5FVrUw3KSX/UsxAeqmkznpL6hERVpXkdy2kmR9hEzF1BVycnmZCkPXS1uIja2gsj1N9NEDUzOOixQCx2Vyx8q8uwo2n8T7k7NPLigyg4JTCTLRGAMvXEOytji65XLJOoZUtSG1I8HKjpVw6GjYJYnMS6S5Ua1Nc3DGkuhSb5mL3jlLkNvSTGqBV5fJLFz9+UjhyGxUa9NczIgmv5S56ZW/BKU2NusFdIkc3+pFVgqGk0gwsXJ5xvsVK6OxTTJPCk4lxkkkGFmrF9ClcjIQDA2HXYbI/ESjBTOBbVicDAQjWptS5qbgVGocZ2otN1mSxGCggeEiRSSSDLCTk2GXIQVAwanUBAFGox+XzE0HumxZpIjE+9NaWknmRZdYFDtjiLSswFZXQsRlYl01XnnYRRW+VLVL3HEhUAqV/GfisdkXyBJganxTrH0AxSaZDwWnIufs3ErXrXUEEb1qLqd0lSHSuhK/qwe3oY6gpQFzshN/cDDs0kQuYqqrCFy9BlyKk4GgX3+7Mj8KTkXMxOMMXl2r0JQFQcTQ/YrVRCfaSFcagoghfkU1dV99RmOfRApMbNQnGNffrcyPglMRm1rM87nQZKwlNmpxMpCsM5qSYIn8mMGPPXcOMxUGU14GCk4iBSXel1S3u8ybBocXMRuPnReOIhNQ97U9VN+zm6ozepHIBhONhl2CyEXs4DCOr4sZZmOsJdKjqUVk/hSciln/II733ItldNISTCaxnkd0VMMgs8F6CqSSf6znoUXYZheZtARdPWGXIQVEwamYZbyp1b6Z+lRVs3fgXHN0dFDzlSy32IglGBkJuwyRi9jJSaKTQdhl5KWqIyMEyWTYZUgBUXAqYsHEBPGRqY+ZkUmwJ9rP3eYMjGICfQRdTtXHJ7CpVNhliFzEeh7x/kzYZeQdN23hWPvcO4rMoOBUxKznUbu7CzdtCaLgVFeBMTjl5aQ3NGlw+DJyUxb34OmwyxC5pGi3WkMvVNmeJBjVMiuyMLqqrsh5x06wIuMR1FUyevNajL+WyXpXk2Aus/J+H39oKOwyRC7JnunCTTeddyVoKXMzlsi+k2hUoiyUWpxKgHe6neCZA5R1TDKyOkKmwmCNXjyXi7GWimMjWoJF8lowPk5Fh7qSYepvtvrouCaslUVRcCoh7rAGhGdDfNjCoRNhlyEyp9jxnpIf2+h4lpojE9jH94VdihQoddWVEK+xMuwSio6bsdQ/1Imnq3KkAHhnOqg8s4LR1fGwS8kpE1jiIwHxvhSRIx34fX1qIZZFU3ASWSQTWBqeHsM7fjLsUkTmx1pie07gtmzBj5ZGd72bttQ92ol3sh0CX2OaZMnUVVdCInuOERvVp6zlUtnlw24190th8fsHqDxdGi2k8RGfugdPTX240ZIqskwUnEqIPzJC44MdRJIKT0vlpi1Vj3foxVgKUuTAqak5jIpY1ekUFT98Fu9MR9ilSJFRV12J8Y6fpNlaJjc1EUQdJpsipCtLo8l+ubhpS/NPe/BOa+I8KUx+/wA1+4cYvKq2KK+wrT6VxP3ZHgJPS0vJ8lNwKkHeiVNET5wCoKyiguHXXMlkvRof5+NsaPIPHQ27FJElsfuOULZyFxPNxbMwteNbqo5P4jz27NT6fCJZoHfLEheMj1P3kxO4qeJutl8OCk1STKznUbb7GLHxwl/DzgSWiu4M9T89jXn4GYUmySq1OAleZxfND1TQf3Ozuu1mYaylrC+g9qF2vPYzYZcjsmz8/gGqHjjG6PM3kK4orM/RJrDExgPKz0zinu7B6+7B0xQDkgMKTgKAf+gojSNj9N6xgUy5whNMTZRX2eFTcaCX4OQZvEw67JJElp3f20vVjz0mb9yY19125+ZiGkjjpDzc9l78vn6s56H2JcklBSc5x+vqpum7kNzZRqo2QqbCwY9RUmtbOb4lMgnlPR7lezvwznTg61OsFDl/cJDET/YSvWYrIxvL8mrAuONZEoM+5U+fxu/tw3oeFhSWJDQKTnIer6ubSFc3EWMwkShOZQUTt2xieF3+fhJdCmMt0XGo6MoQ653E7erHHxjEplJ6YZaSEiSTmIefoX54MyPb68iUh9d1Z6wlNhZQfnoc51gH/tCQuuEkbyg4yeysxWbS+INpyn9+iMmGHaSr8udT6GI5nsXJQEWPR2wgTbRjgKC7lyCZ1KdYEWvx9x2i6nQVwc71jK4tz2mLs7GW2GhA5YEBgmOnpl6DcnZ0kflRcJI5+UPDNHz7AJM3bWJ0daQglmow1uJ4EB2zlPdkiHeOQsaDgSHsZJJgYgJQUBKZTTA6Cg8/Q+2+auy6VUysrSZV7WCd5f/bd9OWRH+GeO8EzsAoflcPvsYTSh4zNs+bP6tNvb3J3B52GQJgDJG2VoZvamWiMTsvoothgqlxSZGUJTbsEx3NEOsYwg4O4w+PaHZvkSUykQhOQz3B6mZSjWVkKh28uFn0a8DZsJQ4PYzt6CYYG9Oiu5JXHrH3MWIHZn2Cq8VJ5s9avNPtVHZ2Ub1lAwPX1JOuWvyL56WYy7yAmgDcFMSHA8q6kjhJD7dnkKB/gCCdOReS1JIksnys5+F390B3DzFjiMdiOLU10FiHdQ3pxgrsLEOioiNpnInMedtMOoPt7CEYG9OFF1KQFJxkwazn4e87RO3hGM66NiY2NTDeEsErW3yAcjxLfMRS1pMh3jmCGZucfUfPIxgcIkilpsZhoZAkklPWYlOpc0EKLv9GUvjTa4qcT8FJFs1m0viHjxE/fIzy2hpoaiCzohobdUjWR8lUOHgJsC6zXt48NRDUUn08SeRIB0H/wFQoC+F3ERERmQ8FJ1kW/tAwDA3jHJ76ucIYnHgcU1YGTfUQcfGrE6RrYgC4qYDYmSGCU2emPr2GWLuIiMh8KThJdlhLkExCMgmDg+c2x2bsorAkIiKFprAWJxIREREJkYKTiIiIyDwpOImIiIjMk4KTiIiIyDwpOImIiIjMk4KTiIiIyDwpOImIiIjMk4KTiIiIyDwpOImIiIjMk4KTiIiIyDwpOImIiIjMU94HJ+PkfYkiIiJSIvI+lWQayjDXX4GJx8MuRUREREpcJOwC5mJdOPOSauLXXEv1yQxlh3rwz3RhM+mwSxMREZESk/fBCcAaSNYbkvUxzFVtxIdaKe/1KT81jtPRi9/bD4EfdpkiIiJS5AoiOM1kXUg2GJINEQa31mC8GhL9G6k9PIG75xjB6GjYJYqIiEiRWlJwMsacAEYBH/CstdcbY+qBLwLrgBPAL1lrB6f3/2PgXdP7/4619ntLOb41YKMw0WKYXFFBZNeVVHV4VB4cJDh2CptKLeXhRURERM6zHIPDX2yt3WWtvX765/cD91lrNwP3Tf+MMWYHcCewE7gD+Kgxxl2G4wNTISpTBQNbI5x+dRP9v3wt7o4ty/XwIiIiIlm5qu51wGemv/8M8PoZ279grU1Za48DR4Abs3B8rAOTzYYzr2gk89LrcCoqsnEYERERKTFLHeNkge8bYyzwz9bau4EV1tpOAGttpzGmeXrfVuDhGfdtn952EWPMXcBdAJHqukUX58eg99o40U1XUXPCI943ids9hB0ewR8ZWfTjioiISGlaanC6zVrbMR2OfmCMOXCZfc0s2+xsO04HsLsBylaunnWf+bIG0jWG3qujQBTjVxOZhObHRjFPH9I4KBEREZm3JXXVWWs7pv/tAb7GVNdbtzFmJcD0vz3Tu7cDq2fcvQ3oWMrxF8O6kKmEjhdVMfzGa9SNJyIiIvO26OBkjKkwxlSd/R54ObAX+Cbwjund3gF8Y/r7bwJ3GmPixpj1wGbg0cUef6msgdE1DkOvuxK3ujqsMkRERKSALKWrbgXwNWPM2cf5nLX2u8aYx4AvGWPeBZwC3gxgrX3WGPMlYB/gAe+z1oY+a+Xoaof0nTtZ8WA//r5DYZcjIiIiecxYu6QhRFlXtnK1Xf9rf5D14zgZWPXAKPbxfZqFXEREpIQ9Yu9jxA7MNjY7/xf5zZUgCmdeWEXyVdfhVFWFXY6IiIjkIQWnGawL/TsjDLz+CpxEIuxyREREJM8oOM1iYqUh2KVZx0VEROR8Ck6zsAZ6rq/ErVv85JsiIiJSfBScLiFTAZM3bQIz69gwERERKUEKTpcxsD1KpHVV2GWIiIhInlBwugw/BiM3tKnVSURERAAFpzmNrnZxa2vDLkNERETygILTHLwy8HasDbsMERERyQMKTvMwukZzOomIiIiC07z4MQOOG3YZIiIiEjIFp3nwysGJRcMuQ0REREKm4DQPQcSAqxYnERGRUqfgNB+ajUBERERQcJo/R6dKRESk1CkNzIMfB6epIewyREREJGQKTvNgHci01IRdhoiIiIRMwWmeRtaXaekVERGREqfgNE9BVKFJRESk1Ck4zZOTsWGXICIiIiFTcJqn8l4PrMKTiIhIKVNwmqfIuBd2CSIiIhIyBad5cDIQPdYVdhkiIiISMgWneSjvDvC6e8MuQ0REREKm4DQHY6H2wCgEftiliIiISMgUnOYQGQNz4ETYZYiIiEgeUHCaQ9UZj2B8POwyREREJA8oOF2Gm4KqJzrCLkNERETyhILTJZgAVjwyjne6PexSREREJE8oOF1Cw74MzmPPhl2GiIiI5BEFp1lUdFjK7t+H9TTppYiIiDxHwekCFR2Whm88qwHhIiIichEFpxnKu6dCkz8yEnYpIiIikociYReQa8aCNRdvr+iwNNx7UKFJRERELqmkglN80NL4zDheeZS+q+P4MXA8qD3iUfnjAwpNIiIiclklE5xMACse6MPff5gI0HZ8Lcn1jSRO9OOdOI2vJVVERERkDiUTnKKjFnvyzLmfveMniRw/ia6bExERkfkqicHhxkL9wRTBxETYpYiIiEgBK/rgZAKoO+QReeCZsEsRERGRAlcUXXXGgpOBIALWmRrwHRm3lPUHVB8awR44psksRUREZMkKOjgZC2U9lvqnR3BOdUJdDUQjmLFJgt4+gmSSIOwiRUREpGgUXHAyAThpqOgOqD4yhtl7hCCZxAfoHwi7PJHSYgxuVRWmqhKiEezwKP7gYNhViYhkTd4HJ+NDdBQSgwGVHSlipwawQyP4Q0NYa7FhFyhSAkwkglNZgT80fN625Muvoe/KKH4cMFMfapqfzFC+5wzB0LCWLhKRomOsze/oUeM02JsTryJIpSDPaxUpNiYSwV3ZQs9LVzPRYljznwMEzxzASSToe+s1jK4zWOfiv0s3bXAnYeXPxjGP7AXNkyYiBeQRex8jdmCWdUYKoMXJWkuQTIZdhkjpcFyCW69kaEsZfhySjQY/ZgHL6VfWU7PtZlI1hrG22UMTgB+z+DE4/YoK1tid8LCuahWR4pD3wUlEcsepqmL89u307ooQuGdD0XPhKFNp6bvSXLT9UgLXcvr2StafacM73b78BYuI5JiCk4hgIhG4eisdz6sh1WCxZvm6xYO4xZYnlu3xRETCpOAkUuLc2hr6Xr+D0bWGIJKdcYSpthoiB7Py0CIiOaXgJFKqHBdzzTY6bqsh2bi8rUznHSZtiJ8aRMPDRaQYKDiJlBJjiKxaSXrTCga3JBhflb1WJpiapHblQyn8I8ezdgwRkVxScBIpIZFVKznx9nX4ZRZrYD4DvJfCyRgS+87gaSoRESkSCk4iJcJd0cyZN63DK89diAmilvFdqymvLMfGYxjfxx4/rSlGRKRgKTiJlAC3upreX9jIZFNuW36sga5bIpibWqbmfLKGylONNH/5WfyRkZzWIiKyHJywCxCR7HLKy+l/3U5G14VzfGum5nOyBqxjGVsL/a/fCY4bTkEiIkug4CRSxJzycvrecjXDm5ke0xQ+a2BkvcHdvD7sUkREFkzBSaRIuSua6X771Yyuz5/QdFYQsYxtrw+7DBGRBdMYJ5ECZqIx3NWrCHr7CUZHz213t2/mzMubSDbm79VsE40uZcZo8W4RKSiLDk7GmK3AF2ds2gD8T6AW+E2gd3r7n1hr752+zx8D7wJ84Hestd9b7PFFSp2Jxhj45esYXW+Ijqyi+Ykk8YMd+G1NnHxpVU6vnlsME4RdgYjIwi06OFlrDwK7AIwxLnAG+Brw68DfW2v/Zub+xpgdwJ3ATmAV8ENjzBZrrSYUFlkEs30Do+sMgWtJ1UH7S+I4z99AEJkahJ3vEkOBWptEpOAs1xin24Gj1tqTl9nndcAXrLUpa+1x4Ahw4zIdX6SkRFpXceal9efN+m0N+DFbEKHJBIayLs3lJCKFZ7mC053A52f8/NvGmGeMMZ80xtRNb2sFTs/Yp31620WMMXcZY3YbY3ZnSC1TiSJFwnHpeflaUnX5H5AupeqkxXlsf9hliIgs2JKDkzEmBrwW+PL0po8BG5nqxusE/vbsrrPcfdZXfmvt3dba662110eJL7VEkaLiXLmFsTV5dpncAiT6DU3fOIjNpMMuRURkwZbjqrpXAk9Ya7sBzv4LYIz5BPDt6R/bgdUz7tcGdCzD8UWKnzG49XWkr1xH+y2JrC7Mm221Rzz8/oGwyxARWZTlCE5vZUY3nTFmpbW2c/rHNwB7p7//JvA5Y8zfMTU4fDPw6DIcX6SomXic5Euvou/KKF65xZrCDU0AblLXg4hI4VpScDLGlAMvA949Y/NfG2N2MdUNd+LsbdbaZ40xXwL2AR7wPl1RJzIHx2X8Vbvo3eUWxKDv+RjeEKMpGlNXnYgUJGPz/HLgalNvbzK3h12GSCgiras4/s51+LH8/jtdCBMYag8F1D09hD18HJvSBSAikl8esfcxYgdmHUyqJVdE8pjf3UPFmeIJTTA1x9TgNsPxN9fj3boz7HJERBZEwUkkj1nPIz5cnFNsW8eSbIiGXYaIyIJorTqRPGEiEdyWFSS3tDDZFCU6EWB8y9Aml0vM3FHQnIyh+uleNNBRRAqJgpNIHnDr6uh73TbGVpsZ45nc6X+LLzSZwLDqZyn8I8fDLkVEZEEUnERC5tbV0f1L2xhrg2IMSbMp64XoT/eQ7xeniIhcSMFJJETuima6X79xOjSVjpqjGU1HICIFScFJJCRuQz3tb9tU0GvOLYbjG8qP9Gtsk4gUJF1VJxKS0RduLrnQBOBOgu3onntHEZE8pOAkEgK3ro6hje7cOxahRJ8lmJgIuwwRkUVRcBLJMaeqip43biNTVXqtTQCVXR5oULiIFCgFJ5EcchIJ+t58BWNrwc46mX9xc1OGimc6594xV4w5/0tEZA4aHC6SK8Yw8dKrGF1XmqEJoOqkxWs/E3YZRFpXMXTrasbaXOyMj4/xQUtiMKDy8DAcO6UuRRG5iIKTSI6YWIyBbRGsKc1uKmOh7sBYOHM3OS5OLIpJxMlcsZ5jLyknXRuAOX85m/E2wBrMbbXEButZsTtN/P49WohYRM5RcBKRnDCewT3dg5fj47qNDfS9egujaw3WtXgVFutcZv0/A9aFVGPA6ZdHKLvyOhr3pEn8ZC9BMpm7wkUkLyk4iUhOOBmwqdxOehlZu5pTv7SaiZXBVJPXAlkHJloDTq+MULn1WlZ97iB+X38WKhWRQqHB4SI54lRVEsTCriI8iQGLPzySuwM6Lh2vPhualvZQ1oHRdQGn37kVd+um5alPRAqSgpNIjnhbV+MnSnN8E0AQze2IeLeygslmlhyazjEw0RJw7G1NOFds01V4IiVKwUkkB5zycvquKivZq+kAynsCCHKz0IpbV0f/63fiVV5mLNNiGMhUWo6+rY70y69TeBIpQQpOItlmDJMv2snEyrALCY+xUN6ZmyvTTDRG5y9vp2+XPW+qgeU7APgJS/tLophdO7JwABHJZwpOIlnm1tfRuyta0q1NWEO0bywnh/Juu4LR9Usf1zSXIGo58YZq3J1bs3sgEckrCk4iWWZXNpf02CYA61gGrmvARLM7Oj543i5O3RHH5mIZwOluu2NvqVd4EikhCk4iWWZ8H+OXcnPTlKHNDv7NO7P2+O7OrZx8dRl+PIchVeFJpOQoOIlkmX/wGG33TSxmGqGiYh3L8IZEVgZUuw31nHh9A34shJM8HZ6O/Eo9k6+7Eae8PPc1SOEyBqe8HHdF81SLrJOL5lJZCk2AKZJtgU/02ZO4z9+OV17a6SmSspCFJVfGb91EqiH745ouaXrA+JkXOlRs3EXbt7vxDx0NqRjJa46Lu2ENXnM1o+vKGF/pkGyYmtE+NmyITBiqTwTUPt1PcPg41sv1XPsyFwUnkRww1ZUE0bCrCJebMtQ+0cNyT0jg1tbQc23konXnQmFgvC3gyK830/JwAxU/2KuFgmWKMThXb6f9ZbWMr/WxsQDwp7+mpMogBYxvgM4X1FG7r4mVnz+A3z8QVtUyCwUnkRzwO7op62ljvDXsSsJTcyzAP3xs2R/X37KGTHUehKazZrQ+VbftYuX3OvGPHA+7KgmRW11Nz1t2MnB1gI1l5neniGXoqgwTLVtZ870k0b0n8AcHs1uozIuCk0gO2Eya2JhlPLS+pHCZwFC7b5ggC910g9srsU4edoEaGNkYMP6uFloeblLrUwky0RjBjTs4ekcZ6WZvUV3J6WaPI78SwR3ZRv2z0Pido/jdPctfrMybgpNIDrg7tjC62gHy8A1+mRkLkQlDfMCSrjU4aag848OB5W9tcsrLGW815O15nW596niBQ+WaXbR+/RTe6fawq5Jsc1wi61bT/tpVjGz1wF3iOCUDfo1H760wtG0jG7/QSPDUvuWpVRZMwUkkB8Y215bMwPDyDmj5ykH8gSGcWBRrLTaVIhudaXbnRlL1edRNdwnWgdH1AUd/czWrHmwh8eRJ/L6+rAyUl/A4VVX4V2yg69YKxtb62MQ8u+UWIFPvcejt1Wxhh8JTSBScRHKgak8Pw+tXkamamnG6WGcRd9OGlh/34Pf1AxAks7s23cjGitxMdrkcDGSqLCfviBB54SZqDm2i8aEegmMndeVUITMGd/MGBm5sYnCbId3kgVn+wDRTUOlz+Fer2azwFAoFJ5Ec8I6dYNXdPZiKCoK1K2i/vZpMZXG1NjgZQ+uPJ3J2Gb6TSDC8wYGstGVlkQGv3NJ/NQzubKaifQUrfzRAsPdA2JXJQkwHps6XrmB4h4+N5WYB67P8qqnwtCW1GX//4Zweu9RpAkyRHAkmJvB7e7G791J5psDe7OdgLDQ/6eH87OmcdT+ZsrLC7v40U62Po+sDjr6tDm68MiuTg8ryi6xsofc9N3PgdxoZ2pWZnlog9/wqn+NvbsKtqwvl+KVKwUkkx0w0RrKueP70jIWGvZay7+cuNAHQ0lg0awD6ccvxN1Yy/qYb9SaYx5yKCjIvv55Dv7eewWu80ALTTMm2DMMv3RJ2GSVFXXUiOeauXkWqPuwqlkdkwtD0VIbEj57BplI5PfbkmhpsseRPMxWeOm819O/cTutPkkR+thebSYddmQA4LuaabZx8ZQ2TqzNg8mtMWs8NDjU/bjg3tlCyS8FJJMdGr2wmiBR+S4mxsOrnkzg/eTKUyQC8cje8JVayxUC6NuDEq2PUbL2OFfcc0pthyNyGenpft5W+632IZHfQ92J5tR7JXeuI/lDPlVwols9rIgWjvH0cExTHO74NcUyOk7F5O33TUlkXhrZaTrx7K+YGjX0Ki7n+Co7+/lb6bvYgzz/sdN8Yx0TUFpILCk4iufbMYapO5veL8HxYA727Eph4PJTjVxzoxfGKOFAYSDUEHP3FSlKvvD6081ySHJfUL9zA4V+pnJrxuwBMtvg4DUUyBiDPKTiJ5JjNpGn62gHqDlpMlvKTsVOL6joZQ2TSUN5lqOiAsp6pbUt+/MDgJg1lfQH4ub0M+5yefpzcDqvKPQNBzNJ+u8vAndcqPOWC4zL2pus5+RpDUB7Sc3sRbMwStDWFXUZJULueSAj8wUHqf3CMkbWblv3KsMiEYfUPRnBOdmPKE9iRMYLRUazvYyJRnE1rOfW6JjIViztubMTQ9r0BzOnuqccNa/LGlc34ZYXfcjcf1oGBqyxwLfVfeCLnA/FLxnRo6rjdQj6uf3g5jsUvj6k1JAd0jkVC4vf2U9a7vC/OxkLdIR/7+LP4vb14J0/jDw5OhRtrsZk0/v7DrHg0tejWrsr2gOCZA889blhcp/gGh1/G2fA0+EvXglMo06UXlonXF2homja8IRF2CSVBwUkkLIFPRY+PsdML404aHH/xScAEhsanA6q+s2fO+ZTiuw8TG17csZINDiYaW9R9ZWmsA/1Xgf/Cq8MupfjceCVnXkTBhiaA0bVGA8RzQMFJJESV9x9k1YMZ1n9lkLV3H2T9l/qIDy080LhpQ/MTHpXffJJgYmLO/f2REdq+2UV5l5kaC+VNjYVyPHNufFTlaVj5kEfDs5bo+HM1pWrBbdAkjWGxEcvpl8SJrG4Lu5SiEVndxrE3VWIT4U9ouRSphgC3qTHsMoqeoqlIiPyhYaLf3/3camt9/TS1VHHmhXHsLJ98jQUnbXBTEJmEii4fx7NUHhzEP3AEu4CZu/3Dx2g53YGpqcaUl2EHhzC1NQTV5Ti9Q3jdvRD4xIHarZs4/pZmgqjFTUMwPnc4y7ZMfXnRLpY8F6/C0vGaNaz4RI8myVwip6qK4+9Yg1eXn3M0LYSNBdiqCugMu5LipuAkkmeiP32alrJr6N8exU9MzeljPIiOQ+MzKRL72gnGJ7CTk+fGGC322p8gmYRk8rkNQ8NT2y/c7+gJynqamFgFjc9kCEZHF3nE5WP8wu1SWTIDoxsD6l54JdEfPh52NQVt9BU7pmYDLwauJbmmluihsAspbgpOInnGeh7xe3fT9uMynOoqiESwqTTB0DA2kyaM4djW81j59WNk1rfgPnPkomAVhsjAOCYow5boOGnrwJkXxth0sA3vdHvY5RSkyPq1dN5qiusiA6eYfpn8pOAkko+sJZiYmNd4pVzxuroxXd15EZoAbHsnseFmUvX5UlHueRWW/he2UfMfCk4LZeJxTv1iK0FlkbQ2Sc5ocLiIFKRgfJzyzhLurgMwMLTZwdWM0Qs2+bKrGdtUZKEpMMQGknPvJ0ui4CQiBat+3wSmdBucAPAqA+zqlrDLKCiRDetof0nxzQNmfIPbPRR2GUVPwUlEClbk4Gmio6X9MmYdmGytCLuMgmEiETpetYqgsnCWU5mvyLBD0D8QdhlFr7RfcUSkoPn9A6z9xjBuqsiaDhZoZLWGq86XvX4HQ1cUxsK9C1V5irwaF1msFJxEpKDZp/bR/FgAJTzcybqlHRzny6mo4PTtlQU9O/jlNDyr8U25oOAkIoXNWmp2d+CkSzc8JBvBKS8Pu4y851+1icnVxdna5Ey4xA53hF1GSVBwEpGC55/pJDFQusHJuhZM6f7+89V3dXnRtjbVHDB43T1hl1ESFJxEpOBZz6PukFfS3XVyee6KZkY2FekTxDc0PzIy5+LesjwUnESkKFQ92Vmy3XVu0oBffFeJLafBl2zAry7Oc1R5LAJ7DoZdRslQcBKRouCf6STRV5rBKTYCQSoVdhl5y6mqov/KIn1uWFixO3lu3UrJPgUnESkK1vOIjZZmV4XxrbppLsO/aiOZhuIMFvGuKNFH1dqUSwpOIlI0mh4fxXhF2rJwKRaqTxZnKFguA9vLim6W8LNWPOYRjI+HXUZJmTM4GWM+aYzpMcbsnbGt3hjzA2PM4el/62bc9sfGmCPGmIPGmFfM2H6dMWbP9G0fMUaXgIjIMnvqAHX7KalB4k7aUPFsV9hl5C2nooLR9WFXkSWeofLZ7rCrKDnzaXH6NHDHBdveD9xnrd0M3Df9M8aYHcCdwM7p+3zUGONO3+djwF3A5umvCx9TRGRJrOfR9NV9JHqd0ghPFhqfsXin2sOuJG+ZVStI1xfnoPDosEvQqeCUa3MGJ2vtT4ELF795HfCZ6e8/A7x+xvYvWGtT1trjwBHgRmPMSqDaWvuQtdYC/zbjPiIiy8YfGmbdFzuIDRX5SAQLFWcc6u7dr/FNlzGxuQHc4jw/JgDrl/gq1yFY7CvLCmttJ8D0v83T21uB0zP2a5/e1jr9/YXbZ2WMucsYs9sYszuDrhQRkYXxjp1gzXdHcYp1DTsLsWGHtm904g8Nh11NXhvaGA27BCkyy/2RbLZXKXuZ7bOy1t5trb3eWnt9lPiyFSciJeSxvdQcoSi77Jy0Yd3XB/GPHA+7lLzm1tYwvroInwASqsUGp+7p7jem/z07z3s7sHrGfm1Ax/T2tlm2i4hkh7U0/6Qbp5iusrNToWnt91IEzxwIu5r8t6IJr0gnvZTwLDY4fRN4x/T37wC+MWP7ncaYuDFmPVODwB+d7s4bNcbcPH013dtn3EdEJCuC46eo3zM1FqTgWYgNOWz80gju/U9qXNM8TGysK9q16QASfQbrZcIuo+RE5trBGPN54EVAozGmHfgz4K+ALxlj3gWcAt4MYK191hjzJWAf4AHvs9aejfvvZeoKvTLgO9NfIiJZYz2P+nueJtm4i7HVQcHO5WN8qD1oWPGto3hduopqvqbGNxVvsKg55ilAh2DO4GStfeslbrr9Evt/EPjgLNt3A1csqDoRkSUKJiZo/XYXR359BX7CFlZ4spDoc2j70Rhm9z48LauxIEEs7Aqyx6Qdqp7uRM+I3JszOImIFDr/8DE2fK2CU6+oIlWf5y1P0w0I8UGH5t0Zyh/ajz80XIxj3GUJys64+O0aKhwGBScRKQn2sT2sO95A9xu3MLQtz1qeLLhpQ3zAUN5pqT6RJLrnGP7QMBraLBfxDKt/OKqFfUOi4CQiJcPv62fF146Q/rXNTKzMg5YnC9ExQ+PTATWPnMbv6j73ZqjAtHRlPZbRrWFXsfxqn41gH98XdhklS8FJREqK39vL6k9D/ys3MbQFvPIQWp+mpxVofsJS8+Mj+L29GquSBZUdaXqsE35AXkZlJ6Os/Pe9+IGidVgUnESk5Pi9vdT+ex+NK5ppv3MjY2ty2PpkITJh2PCVYYKn9+PrqqisSTzbjjO+nqCyOEKGM+ay7oud+CMjYZdS0op8MScRkUuwFq+rm9Z/P0DlqRwtCmyhvMth46e7CJ7ap0vJs8zr6qbxyeJobjIph/XfTGu2+Dyg4CQiJc3vH6D1M/tpeXhqgsmsTZZpobzTYfVnjujNL4ca7j1Ior2w16szKYcN92Rw738i7FIEddWJiOAPDlL5pYepqa4m2LyagSuqGV1ryFRZrLvEMVAW3JSh4RlL3Xee1aK8Oeb3D7D+K30c+vUG/JoCHEnmGTZ8VaEpnxib503F1abe3mRmnWtTRCRrnPJyzOpVDF/VwNAml1RjgJ1vG70FYyE64lBzNKDhgTN4p9rVNReiyLo1nHhrGxPrMoUzWNxC888i1P7Ho6DB4Dn1iL2PETsw6zNFwUlEZA5OeTmZG7dx5kUJ0tWXGUg+fbVc1UlofnQEc+gUwehoTmuVS3MqKkjdso2OF8RINft5v45doj3K+n/Yq8HgIVBwEhFZBm5DPeO3bGK0zSVTZUj0WcyMl9DyXo+KvV14pzvUQpDHnIoK2LyWgatqyJSDjRjGWy2ZGh8i+fGeaFIOWz8xTPDMgbBLKUmXC04a4yQiMk9+/wCJbz9KwhiM6846c3MBjqIpOcH4ODy1j9qnntvmlJdjVq1gbGcT/TsiTKzxwA0pRFlY8XNDsOdgOMeXy1JwEhFZKGu13EWRCSYm4Mhxyo4cZ/V/RuDqrZx6ZQ2Tq3M/JqrsVJTab+8hyPMeoVKl6QhERERmsJ6HffxZ1v790zQ8GsnNHF/TTMph3Ze6NDYujyk4iYiIzCIYH6fp809TfiJ380DVPutonq88p+AkIiJyCcHEBGu+NYDJZP/t0plwaflhl6atyHMKTiIiIpdhDxwh0eFm9yCBofXHgVqbCoCCk4iIyGVYz6NhXxanlwgMq+4zlH3r8ewdQ5aNgpOIiMgcqp/qwqSz8JY5HZoq79mtub8KhIKTiIjIHPzTZ6g4sczddQpNBUnBSUREZA7W82j7weDytTopNBUsBScREZF5CJ45QNMjS3/bdCZcNn0+o9BUoBScRERE5sNaGr61b0nzOkUGI2z63DjOT55UaCpQCk4iIiLz5A8Ns/YThxcennxD7dNRtvzDcXh0T3aKk5zQWnUiIiIL4Pf2svbugO43bWHgah8il5mwMjDEuyO03Z8k8sATeFrjsOApOImIiCyQ39dP4ycepfnKLfTeUMvwJvDLA2zMYlIOxofKUw5NTyeJPvoswfh4Lpe8kyxScBIREVmMwCd4ej8NT0NTVRWmvAzbVI/p6gU/wB8aAmsJwq5TlpWCk4iIyBIFo6MwOgrdPWGXIlmmweEiIiIi86TgJCIiIjJPCk4iIiIi86TgJCIiIjJPCk4iIiIi86TgJCIiIjJPCk4iIiIi86TgJCIiIjJPCk4iIiIi86TgJCIiIjJPeb/kSnpVBYOvuAUnY6k+NknkWCd+Ty9YLZcoIiIiuZX3wcnGAwZfPglAn3XwR9dRu3cTLT8dINhzUAFKREREcqaguuqMsUSq04zdOsGB362k9903E2ldBY4bdmkiIiJSAvK+xelSImUeIy/wGLyulbKT66g9HFDRlcJkAqLHu/G6eyHwwy5TREREikjBBicAA0QqMmR2ZOjdAb2AxeBPtFFxZANr7unCP3ws7DJFRESkSBR0cJqNASLlHqmrPPZvaKDuiRU07x6FPYexqVTY5YmIiEgBK6gxTgsVqcww+oJJDv9ulK53X4fb2BB2SSIiIlLAijo4neW4lvGbJ+h461YNJBeRBXFXNBM8/xoiK1vCLkVE8kBJBKezRm5IkrrjWjAm7FJEpABE1q1h/1+upecPk+z789U4V20LuyQRCVlJBSc3EnDyDRBZvzbsUkQkXxmDU1WFs2sHB353FXUrRnCdgLoVIxz8w3KGf+VmnIqK8+8SiWDi8ZAKFpFcKrrB4XOJVGQ49qurWP9PI/j9A2GXIyJ5xG2o5/Q7tzG2PU15zSQ10cHzbq+tG2fyFyfpv+oq1nwvTfzUIBNbGuh4fgSvzLL1UyMET+0LqXoRyYWSC04A3tYJTvzWNtb+wx6C0dGwyxGRMDkuJhrBbN/IgXdVUbNmgDpz6RUJXCegatsAfVscPL+MiDtGpRMAcOK1Dax52kytaGAMxnWxvq8VDkSKSEkGJ4D09glSN20h+sPHwy5FRELiveQ6Tv5ClCBhiTdPUBsfmvd9XSfAnQ5MZ/k7xkjdcT3xwRSnXl5JqiEg0eOw5nsj2N17l7l6EQlDyQYnA/TvjNPyw7ArEZEwmHicE6+JUrNxcO6d56myPMXguzME1lDm9lMGsB6O7CxjxddvpvLLj6j1SaTAldTg8AslBvUCJlKKTDSGf8N24qvHlv2xXScg6p6/3FN15SQdLwowkeiyH09Eciv/W5wyDkFgcJzlDznJBk1LIFJSHBd70xUcfVMZ0bXjlMUyuTt0qqQ/p4oUjbz/S050TBLfX5aVx86UowkxRUrI2Juu5/QfBFRvGaQsns7psWNt4/T92nVENqzL6XFFZHnlfXCyQUAkmZ3HnlybIbJKswGLlAK3upqOlwY5DUzDI+WkHmpgfE89QWAIXjPA0V9bmbPji8jyy/uuusyKCkZ3prNSaKQyQ+9L11D36TNZeHQRyRvG0Pn2K6hesXwDweeS9iJs/GiAeeghMA7u1g2ceUUT0VjOShCRLJizxckY80ljTI8xZu+MbR8yxhwwxjxjjPmaMaZ2evs6Y8ykMeap6a+Pz7jPdcaYPcaYI8aYjxgzv3VPgvKASMJbxK82P6NrjZZgESlyblUVQ1dnLpo+IJvGuytwnz4ydRVd4OPvP8zK/7eb1Z86nLMaRGT5zaer7tPAHRds+wFwhbX2KuAQ8Mczbjtqrd01/fWeGds/BtwFbJ7+uvAxQ5Fs8XCrqsIuQ0SywERjuE1NDL1yB5WN4zk9drzXJZg8f5yBzaTxe3tzWoeILK85e8CstT81xqy7YNv3Z/z4MPCLl3sMY8xKoNpa+9D0z/8GvB74zgLrXX5qbBIpSk4iwanfv5bJ7UmqqoeJ5rC1CSCzPkmkuRGvqzunxxWR7FqOweHv5PwAtN4Y86Qx5ifGmOdPb2sF2mfs0z69bVbGmLuMMbuNMbuD0Sx/SowGmLqa7B5DRHIufetO3JsGqa0dz2kX3VmVVUnGr1mT8+OKSHYtKTgZY/4U8IDPTm/qBNZYa68B/gD4nDGmmtnbdS45MZO19m5r7fXW2uudqopL7bYs3ISPX1+d1WOISG6ZeJzTL4sRCSEwneU6ASffAP2/cQvmhitDq0NElteig5Mx5h3Aq4G3WTu1hoC1NmWt7Z/+/nHgKLCFqRamthl3bwM6FntsEZHLmbjjahLbh8Iug7qWEYLXDnDsDw3mmp1hlyMiy2BRV/kbY+4A/gh4obV2Ysb2JmDAWusbYzYwNQj8mLV2wBgzaoy5GXgEeDvwj0svf+kC3+Ak0/hz7yoihcAY+q6KkAixtelCleUpjr61nlVtNzJZ75JsMNQd8kj852Nau06kwMwZnIwxnwdeBDQaY9qBP2PqKro48IPpWQUenr6C7gXAnxtjPMAH3mOtHZh+qPcydYVeGVNjohY9MNwCZU+VU3EmoPd6cFYsfoZMOxGBMxq8KVIsTCzGZKtHIuxCLlC1bYCRrQZjLBHgzPVlbH18BV5nV9ilicgCzOequrfOsvlfL7HvPcA9l7htN3DFgqoD8Bz8vjjUZMCAEwkI+uKsvvtZ/KFhohM30fXmBT/qObF+l2BiYu4dRaQguM1NRKpzu5zKfBnzXOuSPxLDjuu1R6TQ5P3M4fH2Cbb+6T6cpgasY5jc2ECq1uAPjwCQrlzahYGRcYP1sjfBpojk1sj1rVRWDIddxpwaHnPxR0bCLkNEFijvgxPWEoyOEoyOAhA7cpyYMaRfcT1jKyP03eIt6ZeoOZY/4yBEZIkcl57rHCpMfo8bSmUirHlkEL36iBSe/A9Os3DicdpfHIHVk0v6BXzPofaZAQ0MFykSbn0tmTWpsMuYU3Iihuk6FXYZIrIIhRecHJehN+4iaE0uffbOkSj2dOdyVCUieSB11TqqqvN33JAfOGQ8l+qHy/D7+sMuR0QWIf+Dk2FqEV5rcWtr6H3DDgZeksRxlt4Un+h2CTQ4U6RojLXGcJ2xsMu4iB84pJ6ppfUnaeInB7Cdx9VNJ1Kg8j44pVZV0P5rtxAbgpFNAaZlclnWibHWsOLRNATqqBMpFiPrDWVhFzGL9FN1rP+rJwiSSQ0NEClweR+ciAWkr5ggzfIsrHeW7Y5T9uhBvYiJFAm3ro7k2nTeBaepD2kZguTi55sTkfyxnFmkYFhg9X0+/uBg2KWIyDIJNrVR1ZDlRcEXwRjL0Mbo1JADESl4JRmc/PEoFU+dCbsMEVlGyeYEbp5OQ5B8/ijJV98Ajht2KSKyRCUZnGqeieJ16Go6kWLSvz163szc+aQ8kab7VycZe9P1YZciIkuU/2Oclpk3GWHVd7vwtbCmSPFwXCZaA2rCruMShk7Xsu5rHonHD2lcpUiBK7ngVPNUDP/I8bDLEJESMTaeYNs/9OIfPqbQJFIESqqrzhuNsuo7naDWJpGi4tbVYOsyYZcxq0wyAn26EEWkWJRMcLJAy09ctTaJFKs8Hd9UWTuJt31N2GWIyDIpmeDEmTLqfnA07CpEJAv8gUHKDibCLmNWUdfnyC8niLS1hl2KiCyDkghO3kSEzZ8dxu/tDbsUEckGa4nk8epJttwnqK8KuwwRWQZFPzjcm4yw6TM+wVP7wi5FRLLFcZlssVSGXccFRsbKqP9+GTt+3I538nTY5YjIMijq4GSBFT+O4DywO+xSRCSbAp+GZyzJ7SZv5nLyA4embyWo/vxDeGEXIyLLpqi76mx3gvpv7w+7DBHJgcrTqbBLOM9kMkr9z7VCgUixKdrgFASGtd/x8IeGwy5FRHJgYHsib1qbABKJDOnVDWGXISLLrGiDU3x/GbGf7Am7DBHJBcdlZFPYRZwv4gSMrs3PK/1EZPGKboyTtYaqn5ex8osH8VP51XQvItnhJOJ41fk3L/fIBidvl4ERkcUpquBkraH2/gSNn96Nn0mHXY6I5IipqMCpyL+Zw60JuwIRWW5FE5yeC02PYxWa5AImGsOpKLtou814BOPjIVQky8YYJm5YR0XVWNiVXKTqZP6MuRKR5VEUwclLRlj9DYfyexcempxEAlwXrCWYnNQ6dkXCxOM4m9bRf209g9shU+9T1njxDImpySjRY2W0PJqhfPdJ/O6eEKqVxXLKyxn4xasZ+oVxKpwg7HLOk/FdmveNoVcUkeJS8MHJS0ZY/zlL9L7HsPMIPZHVbfS+ZDVD26fmeTLrxkkkMgSBQ/pANase9KjY04nf04vNeBDk37gJmZ2JxjBbN9B7Sx391/msWDNAdbyd2su9ddUBq8C7zeFIXwvV921kxbeO4XV156xuWRwTj3Pq93YRuXEw70ITwHh7Fc6RQ+gVRKS4FHRwCgLD2nsM0R/OPcGlicYYe+01pN85wLb6Z3Fnu2x5FaReGKFjvIaOga1kBhPU7ItQezRD+fEh6OrDH9Qq5/nGRGP4N+3g+OsTNO3spSF2moVeBB4xAeubBgjuHGT/81tZ/+k2Ij96PCv1yvIYfuM1ODcM4eZhaBoZK2PLZ8b1eiFShAo2OPmeQ/1P4yS+//icTeGRlhUc+e0N7HzBEWpiycvuG3c91lf3s766H9aBv2tqdOdAqoJTQy3w0+20facX/8ARdevlAXfzBo68awXNu7rZGO1b8uM5WDa39tD7exXURK8n9j3NOp+P3Lo6ul7iU+fmX3vORDLGuk842N17wy5FRLKgIIOTl4yw7osQv+8xrHf5xQwiLSvY97/W8PyrLtHKNIez92lKjNHUMob/5jOcfmUdQ1+7hVVfPaounbAYQ/oV13Pm11KsbWrHWeaRJE0V4/T9tsWsuUUXHOShyRs3Ut2Uf4PBrTWU/6gS9/6Hwy5FRLKk4CbAPDumKfb9x+cMTW5tDfs+sJbnX3VwUaFp1sc0lnVVA+z8lX20f7yeoV+9BaeiYlkeW+bJGMZ+8UYmf2eQ9U0Dyx6azmosn6DyzZ0M3nldVh5fFskYum+I5WUX3eh4gpb7utUaLVIgTDz+3Fc0Nq/7FFSL07mB4D+ce+yJicc59Z6d3HbVvmULTTNFHZ9rW9qZfE83j7xoO1s/nppqmtcLZtbZW64i/Y5B6uOX73ZdDnHXo/+NwzQ8vgV/36GsH0/m5jY2ktySJB/n5C57shz/8FNhlyEic3A3refoO1qI7hwhHp2aA258Mk5wrBIspP/x0q3GBROcFhqa2n/vOq54zQGiTnbHQJS5GZ6/4xBn/k8tHQ/ewqqfpog/eUyDQrPEbWzg4HsdNpVdPLVAtqyqHuHgb7Sx9QPV+CMjOTuuXEJNJYny/Os6HRtPsOnefl1FJ5JHTCSCU1mBPzyCU1mJiccI1raw/65y3nbTgxffYcvUP5/6t0sPBSiI4LSQ0ORUVHDiv17N1S8/QJmbm5mEXWNZUzlI6yuGSL8swr7eFjJPbqftvgmcnz2tVqhl1PuaLWxY1Z7z4264+gzH/vAK1v3lbo13CtnE5kbi0dGwy7hI1f3l+M8+HXYZIsLUHG+9b72awRcnaWkcprN7Iw0NYzRVjLG24hjXxxY/RrIggtPqbzpE73tszv1MPM7p/3I117x8P3H38uOfssE1ljI3w3Ut7fh3nGHgxRUM/r8bqfzyIzmvpRg5V2wj9bqhrI1puuyxsTTf3MnYa6+h4h79f4ZpeH0Uk4Xu96VIZSKseWiQ/Bt1JVJiHBeu38GB30zwxmsfea4BpWUZD7F8D5UlvqHywaNzttrM7J4LIzRdyDWWpsQYHa/ycMrLwy6n4DkVFRx6Vy0rq8JraSiLZOj9pUkiba2h1VDqTDTGyKb8iyeZg9XYg8fDLkOkpEVWtnDif91I20eO87YbHs5ar1PeByeTMfj9A3PsZBh467Vc8drcdc/N1zUbT+FfvTnsMgre2CuuYM0VnWGXwZrGQTpevxaMVm8Ng7NhDdG2/FpbMJmOsv7rY9hUKuxSREpWpHUVBz60kje/5kFWJoazeqy8D07RMTtna1PmZddR96un8y40AVRGUxz5lcTUmniyKG5TE91vThLL8kD/+XCwRO7ow95yVdillKSulzRRnsifMWZ+4FD9tUp4TJNdioTFRCIc+p21vPWK3ExYnPfByYxe/uqpyIZ19LxnklUV2U2Yi+Uay427DtP31mvCLqVgjd22ntbGobDLOKe+bIIj73Zx6+rCLqWkuHV1DF4Tfjf8WaNjZbjfq6Xua8/oAhCREJltm3jeC3P34SX/g5Nz6RJNNMah96zk2pWnc1jRwpW5GeJv6cbduTXsUgpSz7VuXrQ2zbS+tY/x56kLNpeCDauoas6P2cKHhirY+Pc+TR97iGAid1NjiMjFTr2mntbEUM6Ol/fBKai4dBfX+Kuv4ZpbD2VlgsvltqGmjwO/VauB4gvkJBKk1+RP18xZERPQeYs7dQWH5IQzkcbzwj/ffuDQ8p8x7GN7wi5FRIwhXZPbDJD3welSXXVOVRUdb0yTyMNxTbNxjWXXlccIrtoUdikFxVRWkKjMz0G3NVf141yhVqec6ewhOTG/JRGyKf1kHTXfeibsMkQEwFrWfjfFmB/P2SELYh6n2fS/6Qpu2LB8a9DlQmU0xZFbK1mp9T/nzdvcRnN1fo5fqy+b4MQb1rBmj9EYl1wIcn+OrTUMD5eTOJSgrNeSGLSs/OlRPHXPiYTGRGMY1yFITi275aR9Apu7K50LMjhFVraQecNgXl5FdzmusYxuz7AqEplzgWKZ0n1jBS1uf9hlXFLlDX04V24leOZA2KUUPWstNpO7RnJrDckn6tl+9zG8rucW7tVfrkhIjGH8jTfS9cY0VZWTjO2vo6LDkHnhMDdGsr926VkFGZw6X7+eK5ufDbuMRUnUJsF1QcFpTm5tDaPXJpdzwtdld67Vaa8LQX4NYC82wegoiVMxaMrN8Ybba9j2Twfw5ppHTkRyIv3y69j83/bxorMDwdeGU0fej3G6UKRlBbxyoKC66GZynADjhj/AtRB0vXUH61v7wi5jTrFrBomsXhV2GSWhYa+PzUGTvLWG1d+xc0++KyI5c+qOSE6vnruUggtOp351I1c0hT+D9GKtbxjAtK0Mu4y851RVMXxrkojJv+U1LtRcNUb3S9vCLqMkZCpy85I1Op6g8sncLyYtIrNzystp2JIfwzYKKjhFWlcRe0FfwbY2AcQc77JTLMgU/4oNtDYPhV3GvDhY+m/wMfHcXdVRipyrtjFwx2ROFviNRHyIh38Fn4hMM4aYmx/DIQonOBnDsXetY2djV9iVLEllNMXAVdVhl5H3um6toCxSOIP/V6wZwGxeH3YZRe30q+qpqpzMybFSo3HsSHgLSovI+Ww6Q89gVdhlAAUUnILbrmbti04WdGsTTF1Z13d9oIkTL8NtaiJ5Q37MED1fNfEkp15br8V/syiaoxyTTEfZ+O8Bfl9+dAuICDi1Naxtzo8xhwURnCKtqzj52wHNZcXxCXDN1m4ia1rDLiNvJa9eQ2tDfs7ddDnlt/Zhb9biv9mSGAiyPjDcCxzKv1OF+9Ons3ocEVmYsdvWs6suP8Yd5n1wMvEYB39/DTevPVHwrU1ntVUOMXizrsK6lP4r43m3Nt181JdNcPjXYri1NWGXUpTqHu9lMhXN2uOPTcQp+2otTZ99UlNLiOQRd8cWkr85SNzJj2l88j442bWWW2/bVzShCSDq+HTdZtVddwnpAs4dGzZ2c/K9O/V/mwXB8dNkzlRk5bFTmQgtn09Q++8Pn5uNWETygDEceHc9L2/Nn0mG8z44xRy/qELTWWu3dam7rghFTEDdC7sY+pUbFZ6Wmc2kqTm4/F11gx01rPqHGGXfelxL54jkGbexkW1XnQq7jPPkfXAqVqsrB+l+mYJTMaqIpjF39hI8X+OdltvKb51k/Ol6BjuryTzQwNCJWvxg7pexZDrK2N56vPsbGOyqPnefwe5qtn94EOcBdc+J5CNTnqA+nl9rQxbkkivFwDWWdLWuwCpWNfEk7b8Tp9XbhfnZU2GXUzS8Mx2s//M+TCJOMDqKU17Oif++i7JrL38FnHm8mvX/9xEIfNpqa+h/zQ78BGz/+QD+/sM5ql5EFmrk2lVcUfZI2GWcR8FJJEvaaoc584c1VLfdTNWXH1OLxjKxmTQ2kwYgmJhgw791sH9dA7X1s09h4QcOjXu8c+ffHxqm9t8fmvo+NyWLyGIYQ8cLDFGTX3+p6qoL0cTKQPP+XMhxyVQUzziT1pphnF/v0ZinLPKOnWDL/0szMlZ20W3DI+VUfKGG8h/tDaEyEVkKt7mJzVefDruMi8wZnIwxnzTG9Bhj9s7Y9gFjzBljzFPTX6+acdsfG2OOGGMOGmNeMWP7dcaYPdO3fcQYJYagOa0Ffy/gJOLQmpvZoXOlIpom+svdCk9ZZB/bQ8s9cUYO1zG2rx7zn/W4X69n61+MUvWFhwkm8muMhIjMLbOtlW013WGXcZH5dNV9Gvgn4N8u2P731tq/mbnBGLMDuBPYCawCfmiM2WKt9YGPAXcBDwP3AncA31lS9QVuY2svzrrV+EeOh12KZFlFNM34L3czxI3U/sej6rbLgop7HmHj11ywwbmr43SWRQpXz64ybnJTYZdxkTlbnKy1PwXmO8/564AvWGtT1trjwBHgRmPMSqDaWvuQtdYyFcJev8iai8bK8mFGrm4OuwzJkYpomsgvdzP4q2p5yprA15QCIsXAcRm5Mh12FbNayhin3zbGPDPdlVc3va0VmNkh2T69rXX6+wu3z8oYc5cxZrcxZndyqHgnowusg1dW8j2WJaUymib6VnXbiYhcjpOIs6otP9amu9Big9PHgI3ALqAT+Nvp7bOlAHuZ7bOy1t5trb3eWnt9ojaxyBLz3zM9K6n/ri6FvpD1iztMVk63PKVffm3YpYiIyAItKjhZa7uttb61NgA+Adw4fVM7sHrGrm1Ax/T2tlm2l7TMU3Vagf0CwcQEkZPFG5bPqoym6XpXksj6tWGXIiKSl+YzuW0YFlXV9Jils94AnL3i7pvAncaYuDFmPbAZeNRa2wmMGmNunr6a7u3AN5ZQd1GIjoZdQf4x0RjpxtIY0ttWP8SJt7aqy05E5ALB5CQ9RxvCLmNWc15VZ4z5PPAioNEY0w78GfAiY8wuprrbTgDvBrDWPmuM+RKwD/CA901fUQfwXqau0Ctj6mq6kr6iLhO4VJ0Owi4j75hoBLc6PwcELjcHi3vjIJHWlXin2+e+g4hIqbCWRHd+fqicMzhZa986y+Z/vcz+HwQ+OMv23cAVC6quyJX1lEZAkEtrqhxn9NpVlCk4iYicp/WBScbeEKcyz6YkyM8OxBIwlC4j2qdJ+UpdxAT079DKRyIiF4p2DDPuxcMu4yIKTiE52tsIJ8+EXYbkgVSDlt4REbmQyXiMe7Gwy7iIglNI/KOVBKMaHS7gtE3gVFaGXYaISF7xz3TxxJm2uXfMMQWnkAQRzW48G5tOE/TlX9NsNjmORUs3ioicz2bS2IP596FSwSkkZlUSp7w87DLyjvU8ag7m55UUIiKSW7HR/PtQqeAUkuqqCUy8tFpW5mvFw8OMZ/KvX1tERHKrfp9HYPMrPCk4hWTgTC3+0FDYZeQld3AcP8/+UEREJPfig2nG/PxqZFBwCkmsTl11l5RKM54qnRYn33OxVmPeREQuFDl4mv3DLWGXcR4Fp5C0NQzhNNaHXUZe8jq7mTxUG3YZOZN4olxXWIqIzMLv66fre6vn3jGHFJxCsqJslPS6xrDLyE+Bz+rvpxkrgXFOk16UVQ+OhV2GiEjeavvuAJ3JmrDLOEfBKSQTXozIcH5NI59PYvc/Td/jKwgo7rFOnf01uPtOhF2GiEjesgeP8+DJDWGXcY6CU0j6Jisw7d1hl5G3rOex8dPddI/m3xwey6muZhxaV4RdhohI3rKpFMHJirDLOEfBKSRnOusIhjWu5XL8I8ep+mw1Kb9413KriqeYWF8bdhkiInltw1fH6U5Vh10GoOAUGncgis2kwy4jv1lL9X/u4fS+/LqiYjklvQjlRwfDLkNEJL89+iz3PXJF2FUACk6h8K2hbm9xj91ZLsHEBJv/Y4zhVCLsUrKi43gj9nRH2GWIiOS3wGfz5ybzotVJwSkEfclKmh7pD7uMwvHUAQafbAq7imUXYGj7gSGYmAi7FBGRvGceP8CPDm8JuwwFpzAc6W7EnmgPu4yCYT2PDV8epmesuAaKd41UUf2ongciIvNhM2lqf5oIfQkWBacc862h6scVamVYoOCpfUS/WldUA8VTB2rwOrrCLkNEpGCs+MZR/vPkzlBrUHDKsb5kJSseHAi7jIJU/4Un6HpoFZ4t/KftWCbG+m+MQ+CHXYqISMHwu3uo/1hFqGOdCv8dqID41nBgz2qCg0fDLqUg2VSKDX+7l+PPrgq7lCXreWoFZve+sMsQESk48fue4ofPbg/t+ApOORRYh5afGaznhV1KwfJHRtj2j90cOlW4k0am/AjrvpPU80BEZBGs59H002hoY50UnHJoLBOn5uBI2GUUPP/IcbZ/cKBgw9OpgyuI7D4UdhkiIgWr8TtH+WHH1lCOreCUQ0OpMpzeobDLKAr+keNs/X8pukarwi5lQU4P1rL1X0YIxsfDLkVEpGD53T2UfbwulLFOCk454ltD332r8Do6wy6laNjde2n8SDlHOgtjjqcAQ+W3qgie3h92KSIiBS/x7cd4+mNXMebHc3pcBacc8K3hgX1bWPOvB8HasMspKpEfPc7WDwwVRLfdkcMrafxPddGJiCwLa6n//BN882fX5fSwCk450JesZPMnPfw+zRaeDYUw5unUQB3b/6ZXzwERkWVkUyk23pPOaauTglOWTfpR+j+1FvPzp8Mupaj5R46z4wM9nHh4NenADbuc83SOVtH2kQj+keNhlyIiUnQij+znW/uuzNnxFJyyKOVHePr726j/0pPqossB7+RpNnzwaSY/s5IzwzUEhL+QsmcdEl+vxXngybBLEREpSkEyybpPOXQma3JyPAWnLPGt4fEfbWPdh54iSCbDLqdkBBMT1PzHw6z50zTHn2hj0ouGVwuG9odbafjyM6HVICJSCiL3P8VD37oqJ3M7KThlgW8NPzu6kU0fPa416ULi7z/Mpj95HOfDjRzbvZrO0aqctkAFGE491MbGv35WUw+IiGRb4LPu4wf44t7sDxTP+xVTAwy+NbimcLq6RtJlrPukg9epBVzDZDNp4vc+xobvukRaVzJ8YyvdNzqUbR1iRdUYDsv/nAowdI1UEftuDRs+txd/dHTZjyEiIhfz+wdY+5n1jPxVgupI9np68j44ZTrjPN6xmhtbT4Vdyrz41rD/gQ2su//RsEuRswIf73Q7Fafb2fA1l8iqFoZvaqP7JgfbmsSN+DTVjBGPeERMsOCHH8/E6OqvIXI0QePTAWseacc7s59A49pERHIq9pM93Pvj67nzZQ9m7Rh5H5zM8AQtH01w/I8aWF+d/5dyd09Us+FLgwRa9T4/BT5e+xkq2s+w4WsuTiKOicdhVTMTaxvo2RllbFOGRH2SqvIkFbH0rA/TP17O6EAFNU/FaPn5CJv3HzrXJacV6EREwmEzabZ8so8Hr97I85qPZuUYeR+cACL3PU6q9iaOvxvWVA3kbbedbw0nfr6adXseDrsUmY/AnxqDNjEBg4PEn4VV94KJx3HKErCiCb/m4un8jYXVHf0E/ccJkkksZKHTT0REFsPff5jEn17Jgx/MTngqiOAEUHHPI0zYm5j4/TGqoqmwy7mIbw27z6xh479146uLpqDZVAo/lYKh4dlvR61KIiL5zD62J2vhqaCuqqv45uMc/cIWRjO5XZdmLr41PLBnK+v+Zxr/8LGwyxERESl5U+Gpigd7Ni7r4xZUcLKex4p/fjSvwtNoJs4j9+1k+x8dwd+ndchERETyhX1sD7EP1HBsvHHZHrOgghM8F56O//tmTo3V4edgsqvZZAKXB45tpPMjG1n/gcfwBwdDqUNEREQuzTz0DM9+ZTsZuzzLcRVccIKp8NR490PYv2ri1Gh9zsOTbw2PPLCdLb9zmsovP4L1NOJFREQkL1lL67/u5St7r1mWhyvI4HRW9IePE/k/9fzsyEYm/dwsrTGcTvCzR3aw5R9PaaV7ERGRAuCPjLDtT3r57JM3LjkvGJvnV4BVm3p7k7n9svs4VVWMvWwHHW9Ic9OGE8Td5W8BSvkRHn5iC2vuDUj84Em1MomIiBQYp7ycsVdcifve7stebfept/6YzmcHZ+3OKugWp7OC0VHKv/oIW37rCM98czvt47XL1n3nW0NvspL9n9vO1j/aQ/w7jyk0iYiIFKBgYoLyrz1C2X8v5/N7r1/UYxRFi9N5jMFct5Pjr6+i8up+djZOrRc330kzfWsIrENfsoKesUqGj9Wx/utp3J88CXl+rkRERGR+3BXNHP79jbzoxc+wIj5y3m2Xa3EqvuB0ljFEWlYw+MJ1dN1qKW8bY0tjD5XR1KwhyreGsUycJ4+uYdW9EWp3d2FHRvEHBhWYREREipCJxjA7NnLytXU0P7+DHXVTjS33/Oq99O7rL7HgNJPj4lSUE+xcz+i6csZXOky0TP3eFWcM5T1TC7tWnpzEffrw1DIcIiIiUjLcFc1QXwPAQ8c+xfBkZwkHJxEREZF5esTex4gdKN7B4SIiIiK5oOAkIiIiMk8KTiIiIiLzpOAkIiIiMk8KTiIiIiLzFAm7ABERkYJy45X07aqk5T9P4nf34DY1MnzbWgY3u9Qd8qm455GwK5QsUnASERFZgO6bqrj91x4mc5fLgx0bedWafdxSeT8VJs0ne55H34/q8AcHwy5TskRddSIiIgvQ8rFHOfDqZu675wY+tPMrvLTqWSpMGoCX1B0gffV6TCRCpGUFTnl5yNXKclNwEhERWQDreXidXax4LMVoUHbebeuifdz24UfovmcTO+7t4cCHdyo8FRl11YmIiCyU43L6ZTFqnaklurq8Gr7dfzUvrjvAiyv38+Ir9gOw+XndfG3DC2DvgTCrlWWkFicRESl55oYrOfqhW3C3b57X/vaWK3n/a7/GuI3xznt/k0++83UM3BHwhd+8gycm153bb2Osm9FtNVmqWsKg4CQiIiXNKS9n7C/G+cyb/h9e7fy61dK1USqcFO/f80a2/tEezM+ewh8Zwfn5Hv752eedt+94s5uNsiUkcwYnY8wnjTE9xpi9M7Z90Rjz1PTXCWPMU9Pb1xljJmfc9vEZ97nOGLPHGHPEGPMRY8ysi+eJiIjkipNIcOgvr+Kft32WVe4EJ39hfsGp/GeHuPt9b2TNH4wTTEw8d0Pgs+YfHZ5KrgHAxTKyJchG6RKS+bQ4fRq4Y+YGa+1brLW7rLW7gHuAr864+ejZ26y175mx/WPAXcDm6a/zHlNERCSXIm2tHPjoFXzzjX9PlePjGnjvG76Dc8W2c/u4tTW4TU24WzfR81u3cvx/30L/b9xCMD5J9IeP4x0/edHjOg8+xUfuf8W5n5u29GEiGlJcLOb8n7TW/tQYs26226ZbjX4JeMnlHsMYsxKottY+NP3zvwGvB76zwHpFRESWLLKyheF/ifOj7f+AO6P/441Ve/nih64j+NwtDG2B1/7Cw2wu66Y5MsKVsS6iBp5ItfDPD78ae5kB39GBqXYJH0NPbzW1Wf59JHeWGoGfD3Rbaw/P2LbeGPMkMAL8D2vtA0Ar0D5jn/bpbbMyxtzFVOsUCXQZp4iILK+j713Pd7Z/6LzQdNYXd36G5F8aothZb78y1sXJD0Ro+OxNTDY41B1M4j60B+t55/ZpfSDDO1f/OvETcbZ97Aj+jNuksC01OL0V+PyMnzuBNdbafmPMdcDXjTE7gdnGM9lLPai19m7gboBqU3/J/URERBYq0rKC17z64VlD0VkJc+m3nqiB7974cUavdyk3Pse8Gn7z3t9g6x/tOTfeKfr93Wz+/tT+/nIWL6Fb9FV1xpgI8Ebgi2e3WWtT1tr+6e8fB44CW5hqYWqbcfc2oGOxxxYREVkME41x8L+t57caHljyY50dF7U5OszXX/NhJm6/YhkqlHy3lOkIXgocsNae64IzxjQZY9zp7zcwNQj8mLW2Exg1xtw8PS7q7cA3lnBsERGRBRt/9TV87o3/eNnWpsWodTxO/QJw9oJxx6X7v9zK6T+9lUjbJUemSAGaz3QEnwceArYaY9qNMe+avulOzu+mA3gB8Iwx5mngK8B7rLUD07e9F/gX4AhTLVEaGC4iIrnjuPS/bZwWN5WVh/8/L/4y7o4tAJhrtvFXv/uvfOuuv+aab5+i+3duJbK6bY5HkEJgrM3vIUTVpt7eZG4PuwwRESl0N17J+z57D7viPVl5eN/CS+79A9q+b+h8c4of3PZP51q2Mhb+Y+hG7v+j24h997GsHF+WzyP2PkbswKztkppYQkREip/jcujdca6MZSc0AbgGfvSqv2PilS5VzvlDwqMGfr3uUe7/w804Py0/f9JMKShackVERIqeu3Etf/m8ry372KaLjmO4KDTN9PebvsTIL1yZ3SIkqxScRESk6A3e0MzNiYtn+c61ejdD7xuTzw0il4Kj4CQiIsXNGLpeliGaJ1nltvXHMJFo2GXIIik4iYhIUXOu3s7f3PblsMs4J+Z4mKiGGBcqBScRESlqJ3+hlmvj+TPn8hvqn8CsXhV2GbJICk4iIlK0TDzOupeeyPqg8IVYHRli+KqGsMuQRVJwEhGR4nXlZv5wzffCruI8VY5Px+35PYeiXJqCk4iIFK3uG6vZEBkOu4yLbNrciYnGwi5DFkHBSUREitbQdem86qY7622tj+C2rQy7DFkEBScRESlKkdZVvOfGn4RdxqxuSJxk5JqWsMuQRVBwEhGR4mIMkfVrOfYPDfxi9ZNhVzOrKsdnaIMbdhmyCJpIQkREikakZQX7/mINf3Tbvbyi4mBedtOdNXH1ZNglyCIoOImISNE48l828KOXfyivA9NZ160/xWgiQZBMhl2KLIC66kREpGj4MQoiNAE8v+4IpqI87DJkgRScRESkaGy8Z5wHJteGXca89HmV4PthlyELpOAkIiLF45E9/I+fvjHsKublkf51BJPqpis0Ck4iIlI8rKXpwQh+AUzM/Xtrfkj6hVeGXYYskIKTiIgUlYmVhTHIaUesnxv+727cRq1bV0gUnEREpGg4FRWsu+N4wQwQv6b8JCaRCLsMWQAFJxERKQ7G0PEbV/O/130t7ErmbV20j/T65rDLkAVQcBIRkaIw8tab+PDvfJxaxwu7lHlrcicZXxUPuwxZAAUnEREpeG51Na3vPcKG6EjYpSxI1EDPjWFXIQuh4CQiIgUvdcNm/ufqb4ddxqJsufYUJqKFPAqFgpOIiBS80bYYFaZwuuhmqoymwi5BFkDBSURECppbV4f/i/1EC+RKugs9tm8D1ivM0FeK1DYoIiIFy0Rj7P+7Dfzwqg+HXcqiOeNu2CXIAqjFSURECpazeR0fe/5/FGxrkxQeBScRESlYXS9oYHO0P+wylsQEYVcgC6GuOhERKShuUxOZHW2cvCPBb732OwXd2pSx0PB0Af8CJUjBSURE8prb2EDqqnWceVGMVGuGX7v+57yy+l6anFTBLK1yKU+lVtHwSC9+2IXIvCk4iYhIXnIb6jn1G9u4820/4uVV3y2KoHShj556EdGjJ8IuQxZAwUlERPKOu30zsY+P8OW1f0OFU5yDgDIWer/TxkrvVNilyAIoOImI5ANjcOvrmLh5I24yIPrgXmzq/IkRTSRSEvP9OIkEx/5Xgu+s+1TRtTDN9MDkBtq+1a1uugKj4CQikmuOi//Cq0k2RAHovcYhun2Ed299kLfX/Cejgc8fnHode797HfUHpt5We65z2PX8Q+z5wVbWfvDRog5QQ2/YxRdu+HBRhyaAP//+G9h86JGwy5AFUnASEckBp6oKp6mB5LoGjr/D8oMXfYQ1kTIAombmBIhl1DjwpQ33wW/dR8b65+3T/q5v8Kqx/07r9wbou6GOkY1QexDqv76XYHQUHBe3qQETieB1dIK1uf5VF88YUq+6nnf8f9+i3s2EXU1WHctUs+Frxf07Fitj8/yPqtrU25vM7WGXISKycMbgblzH6Tes5HVve4CXV+9hc2SMlZHKJT1symbYnw7YHnOImyhjQZL3d76Q795/LTXb+vmTrd8F4L/++C1s+9g4wdP78z5AmWiMM79/PX911ye5MtYXdjlZ97KHfov1b9tX1C2HhewRex8jdmDWNk8FJxGRLHC3b+bAe+v56Ks+ze1lExe0KuXOz5IB7/zs+9j4oWfxR0ZCqWEubm0N+/9uM1958UdpctNhl5N1XX6c9//me4j+8PGwS5FLuFxw0szhIiLLyEkk6Hnfrbz96z/k2C/+M3eUp0ILTQC3JRz2vvOfOPzxDbjV1aHVcUmOy6E/3cEPb/+HkghNAF8cuInEo4fDLkMWScFJRGSZ2Fuv5swX1nP/H/8td1YNhl3OOVHjsu+F/8r+D2/GRPJraGvqjmv55zfeXdCzfy/UD05vxR8bD7sMWSQFJxGRJTLxOO1/fCv/4z8+wzM3fp4apyzski4SNS4/v/3DDL3l+rBLOcepqCD+h51sjg6HXUrOZCz4j9RBoEkICpWCk4jIEtjbdpH6dgsP/tbf8IJE2NVc3spIJW3vOYKJx8MuBYCeX7mKD238Sthl5NTdA89j3edOh12GLIGCk4jIIg3/ys382b9/kh/v/AZ1bnnY5czL/17zDbhqS9hl4DY2sPntB6l1SueqsoyFez9/K95JBadCpuAkIrII7opmfun93+e2RGG9jG6JVjD2F+M4FRWh1jF0+2b+rPXbodaQa18ZuYY1X1RoKnSF9RcvIpIPHJdTv7aJ3607EnYli/L9K77A6f9ydag1dL7cK9o16C7l4z9/kVqbioCCk4jIPJlojOD513DkM1fxxff+La4pzJfQcifGi970OE55SN2LjkvLqvy56jAXuvw4a75VQpcOFrHC/KsXEckxE49z5H9fx6c++48cvf1T7Izl35VzC/Hepvthw5pQju1uWMN71/8klGOH5X3Pvo2yHzwddhmyDBScRETm4DY1cehDu3j8rX9H2xKXS8kX26JxzryiPpRjH31HC88vOxHKscPw88nV1H2wDJtKhV2KLAMFJxGRy3B3bqX12xMcftPH8nJ+psVyjcPojtzP1B1pWcE7X/9D3BLptfIt/K/PvxXzkFqbioWCk4jIJbgrmpn4+xSfWP2zgh3PdDkvvWJ/zmcS737NBl5bVToh4ksj17DhUxoQXkyK75VARGQZmGiMA/9jPfft/GrYpWTNpvIenMrcTkswcIUtmavpMhY+/ZWX6Uq6IqPgJCIyi6G3XMvDr/+7omxpOuu1VU9DU0PuDui4lK8ezd3xQvaVkWvY8GmFpmJTvK8IIiKLZK7ZyZ1//F2a3XAniSw2JhrhhlWnwi4jJ9TaVLwUnEREZjDxOPztEL9XdyLsUnLDyd3bgLN6Fa9reDJnxwvTX3e/jA3/ciLsMiQLFJxERGa6YhN/v+HLYVeRExuiUYZ2NebseOPbmtgQ7cvZ8cLyRKqFgx+4Au9MR9ilSBYoOImITLO3XM3J9ztsiSbCLiUn4iaKV5a7eQEmmt2iX9Q3Y+H9n3s78e/sDrsUyZLcXocqIpKnJt54Ex/40L9we5lPKX2mHF1rqMvRsWJjlqQ1JIzN0RFz731H38KGf9iPb4v3dyx1c746GGNWG2N+bIzZb4x51hjzu9Pb640xPzDGHJ7+t27Gff7YGHPEGHPQGPOKGduvM8bsmb7tI8aYEpkCTUTy2fmhqbSkNiRzdqyaPf2c9qpzdrxc+/nkarw/X4E/WFrr8JWa+Xys8oA/tNZuB24G3meM2QG8H7jPWrsZuG/6Z6ZvuxPYCdwBfNQY404/1seAu4DN0193LOPvIiKyYKUcmgDKDuSwW7KIPys/llzFP/5/b8G9/4mwS5EsmzM4WWs7rbVPTH8/CuwHWoHXAZ+Z3u0zwOunv38d8AVrbcpaexw4AtxojFkJVFtrH7LWWuDfZtxHRCTnJt54E3/xoU+UbGi6b9Jl7TdyN1i7/7oGVkdGcna8XPqvP/0lKr/0cNhlSA4sqCPfGLMOuAZ4BFhhre2EqXAFNE/v1grMnLiifXpb6/T3F26f7Th3GWN2G2N2Z9CiiCKy/JxdO/hv//ffeVFZacxiPZvfuP/X8fcdytnxep7vFeX4ptHApfW77tw7SlGYd3AyxlQC9wC/Z6293EeG2dpi7WW2X7zR2ruttddba6+PEp9viSIi8+O4nPmA5bUVE2FXEprhYJK2b+f2zb7yUBS/yHKTb+GuA2+j+v4jYZciOTKv4GSMiTIVmj5rrT27cFP3dPcb0//2TG9vB1bPuHsb0DG9vW2W7SIiOeXs2MzHrvps2GWE6ul0GdWPtc+94zJqvW+Y035lTo+ZTb6FX93/dmp/I4Xf1x92OZIj87mqzgD/Cuy31v7djJu+Cbxj+vt3AN+Ysf1OY0zcGLOeqUHgj053540aY26efsy3z7iPiEjOHPqNWm5LlM6UA7P5z+FdBMO5HW/kTKTI2OLp0vrLzjuo+c00XvuZsEuRHJrPK8dtwK8CLzHGPDX99Srgr4CXGWMOAy+b/hlr7bPAl4B9wHeB91lrz468fC/wL0wNGD8KfGc5fxkRkbm41dW8/cU/DbuMUH12tIH7/+4WgtHcLrg7ua6WBqc4ukdHA5en/+VKvNO5bbWT8M05Aaa19kFmH58EcPsl7vNB4IOzbN8NXLGQAkVElpN3xXruqrsXKJ4uo4XwbcBff/QttPz7z3N+7LHWKPVuJufHXW6+hdf89H1s/fwzlO6lBaWrtNuqRaTk9F1VTqNbFnYZofHwiQ8X2QjtHPvzzley/c/6CcbHwy5FQqDgJCIlZXibJWqKZ5zNQsVNlN6bw5u3qtCvqjuWqebYB7fjHT8ZdikSEgUnESkpJlO8s1fPl0mHdw7cAj79GQvv+sZdJP7z8bBLkRApOIlISfGrvbBLCF3lyXBa3IxfuC1OGQsvf+C/sPXP90NQmjPNyxQFJxEpKes29My9U5Y8nPRZ/93f4Nrdb2EsyN3iuhcyIY1obnhqiJPLsMhv0ho6vDIemFxL0ma/CavXj/HSH/0uW3/7GP7QcNaPJ/ltzqvqRESKhVNRwbX1p+feMQsG/Qne9Yn/ypb/83Pcxga+8uAafq069yHu+xNRVv50ePZlG7LtyCm+NHAj71/xw0U/xId7X8D9/3wTTU+M4g6M8We/1cIP3vw3WesC/Kvul/LYR69h6388jp9JZ+cgUlDU4iQiJSOYmOC7J7aHcuw/7XoJaz78FAB2YpLdo+tDqePdP/h17OPPhnLsYHyc7zyz+BlpMhbuv/smGu9+CLt7L96xEzTvhswlZ8xZmqEgwt4PXkX9px7CKjTJNGNtfnc4G2NGgYNh15EHGoHcLWOe33Qupug8TNF5eI7OxRSdhyk6D89Z6LlYa61tmu2GQuiqO2itvT7sIsJmjNmt8zBF52KKzsMUnYfn6FxM0XmYovPwnOU8F+qqExEREZknBScRERGReSqE4HR32AXkCZ2H5+hcTNF5mKLz8Bydiyk6D1N0Hp6zbOci7weHi4iIiOSLQmhxEhEREckLCk4iIiIi85S3wckYc4cx5qAx5ogx5v1h15NNxpjVxpgfG2P2G2OeNcb87vT2Dxhjzhhjnpr+etWM+/zx9Lk5aIx5RXjVLz9jzAljzJ7p33n39LZ6Y8wPjDGHp/+tm7F/0Z0LY8zWGf/vTxljRowxv1cqzwljzCeNMT3GmL0zti34OWCMuW76uXTEGPMRY0xBLTF7ifPwIWPMAWPMM8aYrxljaqe3rzPGTM54bnx8xn2K8Tws+G+h0M8DXPJcfHHGeThhjHlqensxPycu9b6Z/dcJa23efQEucBTYAMSAp4EdYdeVxd93JXDt9PdVwCFgB/AB4L/Osv+O6XMSB9ZPnys37N9jGc/HCaDxgm1/Dbx/+vv3A/+3FM7F9O/oAl3A2lJ5TgAvAK4F9i7lOQA8CtwCGOA7wCvD/t2W4Ty8HIhMf/9/Z5yHdTP3u+BxivE8LPhvodDPw6XOxQW3/y3wP0vgOXGp982sv07ka4vTjcARa+0xa20a+ALwupBryhprbae19onp70eB/UDrZe7yOuAL1tqUtfY4cISpc1bMXgd8Zvr7zwCvn7G92M/F7cBRa+3Jy+xTVOfBWvtTYOCCzQt6DhhjVgLV1tqH7NSr47/NuE9BmO08WGu/b631pn98GGi73GMU63m4jKJ9PsDlz8V0S8kvAZ+/3GMUw7m4zPtm1l8n8jU4tQIzV+Js5/JBomgYY9YB1wCPTG/67ekm+U/OaHIs9vNjge8bYx43xtw1vW2FtbYTpv5ggObp7cV+LgDu5PwXwlJ8TsDCnwOt099fuL2YvJOpT8hnrTfGPGmM+Ykx5vnT24r5PCzkb6GYz8NZzwe6rbWHZ2wr+ufEBe+bWX+dyNfgNFv/YtHPm2CMqQTuAX7PWjsCfAzYCOwCOplqgoXiPz+3WWuvBV4JvM8Y84LL7FvU58IYEwNeC3x5elOpPicu51K/e1GfE2PMnwIe8NnpTZ3AGmvtNcAfAJ8zxlRTvOdhoX8LxXoeZnor53/IKvrnxCzvm5fcdZZti3pe5GtwagdWz/i5DegIqZacMMZEmfrP/6y19qsA1tpua61vrQ2AT/Bc10tRnx9rbcf0vz3A15j6vbunm1TPNjP3TO9e1OeCqfD4hLW2G0r3OTFtoc+Bds7vxiqac2KMeQfwauBt090LTHdB9E9//zhTYzi2UKTnYRF/C0V5Hs4yxkSANwJfPLut2J8Ts71vkoPXiXwNTo8Bm40x66c/cd8JfDPkmrJmul/6X4H91tq/m7F95Yzd3gCcvYrim8Cdxpi4MWY9sJmpwW0FzxhTYYypOvs9UwNh9zL1O79jerd3AN+Y/r5oz8W08z5BluJzYoYFPQemm+lHjTE3T/+NvX3GfQqWMeYO4I+A11prJ2ZsbzLGuNPfb2DqPBwr4vOwoL+FYj0PM7wUOGCtPdftVMzPiUu9b5KL14mwR8Zf6gt4FVOj5I8Cfxp2PVn+XZ/HVNPgM8BT01+vAv4d2DO9/ZvAyhn3+dPpc3OQArsaYo5zsYGpKx+eBp49+38PNAD3AYen/60vgXNRDvQDNTO2lcRzgqmw2AlkmPpE+K7FPAeA65l6Qz0K/BPTqyUUytclzsMRpsZqnH2t+Pj0vm+a/pt5GngCeE2Rn4cF/y0U+nm41LmY3v5p4D0X7FvMz4lLvW9m/XVCS66IiIiIzFO+dtWJiIiI5B0FJxEREZF5UnASERERmScFJxEREZF5UnASERERmScFJxEREZF5UnASERERmaf/H3y8Co3bRQVSAAAAAElFTkSuQmCC\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -226,7 +226,7 @@
     "id": "0jPSDQ9mBXx0"
    },
    "source": [
-    "## 12.2 Region properties"
+    "## Region properties"
    ]
   },
   {
@@ -240,7 +240,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {
     "executionInfo": {
      "elapsed": 678,
@@ -271,7 +271,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -301,7 +301,7 @@
        "        54298, 29638])}"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -314,7 +314,57 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "There are many properties, including cropped images, that one can get out of this function which is extremely useful."
+    "### Dictionaries\n",
+    "\n",
+    "Until now, in terms of data structures, we have briefly seen lists ```mylist = [5, 4, 2]``` and Numpy arrays via the images. However Python offers additional types of data structures and dictionaries are one of them. As you can see in the output above, they are define with curly parentheses ```{}``` and contain pairs of elements: keys like ```label``` and ```area``` and a *content* for each key, here two Numpy arrays. To better understand let's just create a simple one:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'fruit name': 'apple', 'weigth': 50, 'types': ['golden', 'gala', 'breaburn']}"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_dict = {'fruit name': 'apple', 'weigth': 50, 'types': ['golden', 'gala', 'breaburn']}\n",
+    "my_dict"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As you can see these dictionaries can contain all types of variables: strings, numbers, lists etc. They are for this reason ideal to hold information of various types and useful to describe entities thanks to the dictionary keys. Each entry in the dictionary can then be recovered via its key:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "50"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_dict['weigth']"
    ]
   },
   {
@@ -323,7 +373,7 @@
     "id": "7SmPI39ZBXx3"
    },
    "source": [
-    "## 12.3 Recovering image intensity information"
+    "## Recovering image intensity information"
    ]
   },
   {
@@ -332,14 +382,14 @@
     "id": "5NKFaWCzBXx3"
    },
    "source": [
-    "In what we did above, we only recovered information about our white regions. However often we want to obtain information on pixel values of the **original** image. For example, \"what is the average intensity of each nucleus?\"\n",
+    "In what we did above, we only recovered information about our mask. However often we want to obtain information on pixel values of the **original** image. For example, \"what is the average intensity of each nucleus?\"\n",
     "\n",
-    "Luckily ```regionprops_table``` allows us to pass as additional argument the image we want to use to quantify intensity. Then we can add as property to extract the ```mean_intensity``` for example:"
+    "Luckily ```regionprops_table``` allows us to pass as additional argument ```intensity_image``` the image we want to use to quantify intensity. Then we can for example add as property to extract the ```mean_intensity```:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {
     "executionInfo": {
      "elapsed": 502,
@@ -356,7 +406,8 @@
    },
    "outputs": [],
    "source": [
-    "my_regions = skimage.measure.regionprops_table(my_labels,intensity_image=image_signal, properties=('label','area','mean_intensity'))"
+    "my_regions = skimage.measure.regionprops_table(\n",
+    "    my_labels,intensity_image=image_signal, properties=('label','area','mean_intensity'))"
    ]
   },
   {
@@ -370,7 +421,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 12,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -405,7 +456,7 @@
        "        112.        , 102.9864532 ,  56.11020664,  66.28379108])}"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -423,7 +474,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 13,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -446,7 +497,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -467,14 +518,14 @@
     "id": "ctIzlnC7BXx9"
    },
    "source": [
-    "## 12.4 Filtering information\n",
+    "## Filtering information\n",
     "\n",
-    "Obviously, we had some \"bad segmentations\", i.e. some fragments remaining from the processing that are not actual nuclei. We can easily filter those out for example based on size:"
+    "Obviously, we had some \"bad segmentations\", i.e. some fragments remaining from the processing that are not actual nuclei. We can easily filter those out for example based on size using Numpy logical indexing:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -485,7 +536,7 @@
        "       54298, 29638])"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -494,18 +545,46 @@
     "my_regions['area']"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We create a logical array by setting a condition on one dictionary entry:"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([ True,  True,  True,  True, False,  True,  True,  True,  True,\n",
+       "        True,  True,  True,  True,  True,  True,  True, False,  True,\n",
+       "        True,  True])"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "selected = my_regions['area'] > 100\n",
+    "selected"
+   ]
+  },
+  {
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "selected = my_regions['area'] > 100"
+    "And then use it for logical indexing:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -518,7 +597,7 @@
        "        56.11020664,  66.28379108])"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -527,6 +606,795 @@
     "my_regions['mean_intensity'][selected]"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## One step further: Pandas\n",
+    "\n",
+    "In the above example, if we wanted to use one measurement to filter all other measurements, we would have to repeat the selection multiple times. Ideally, we would put all the measured properties into a table, one column per property, and then do typical database operations to sub-select parts of the data. This can be done using yet another data structure called a DataFrame. These structures are provided by the Pandas library, the main data science library in Python. We here give a very brief insight into that library. First we import it:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To understand what a DataFrame is, let's transform a plain Numpy array into a DataFrame:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([[51, 92, 14, 71, 60],\n",
+       "       [20, 82, 86, 74, 74],\n",
+       "       [87, 99, 23,  2, 21]])"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.random.seed(42)\n",
+    "my_array = np.random.randint(0,100, (3,5))\n",
+    "my_array"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can simply turn this array into a DataFrame by using:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>51</td>\n",
+       "      <td>92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>71</td>\n",
+       "      <td>60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>20</td>\n",
+       "      <td>82</td>\n",
+       "      <td>86</td>\n",
+       "      <td>74</td>\n",
+       "      <td>74</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>87</td>\n",
+       "      <td>99</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    0   1   2   3   4\n",
+       "0  51  92  14  71  60\n",
+       "1  20  82  86  74  74\n",
+       "2  87  99  23   2  21"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.DataFrame(my_array)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that the array content is still there but in addition now we have column and row names, currently just indices. We could however give specific column names:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>a</th>\n",
+       "      <th>b</th>\n",
+       "      <th>c</th>\n",
+       "      <th>d</th>\n",
+       "      <th>e</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>51</td>\n",
+       "      <td>92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>71</td>\n",
+       "      <td>60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>20</td>\n",
+       "      <td>82</td>\n",
+       "      <td>86</td>\n",
+       "      <td>74</td>\n",
+       "      <td>74</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>87</td>\n",
+       "      <td>99</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    a   b   c   d   e\n",
+       "0  51  92  14  71  60\n",
+       "1  20  82  86  74  74\n",
+       "2  87  99  23   2  21"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df = pd.DataFrame(my_array, columns=['a', 'b', 'c', 'd', 'e'])\n",
+    "my_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The difference with Numpy arrays is that DataFrames can contain different types of information (text, numbers etc.) and that they should really be seen as \"organized\" data. So for example we can recover a column of the table without resorting to the type of indexing we did before:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0    14\n",
+       "1    86\n",
+       "2    23\n",
+       "Name: c, dtype: int64"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df['c']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now how can such a structure help us do the sort of data filtering we have mentioned before? Just like with arrays, we can use some constraining tests. For example we can ask: are there data points in column ```c``` which are smaller than 50?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0     True\n",
+       "1    False\n",
+       "2     True\n",
+       "Name: c, dtype: bool"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df['c'] < 50"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Similarly to what happened with arrays, we get a new column that is boolean. And again similarly to what we did with arrays we can use it for logical indexing using square parentheses:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>a</th>\n",
+       "      <th>b</th>\n",
+       "      <th>c</th>\n",
+       "      <th>d</th>\n",
+       "      <th>e</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>51</td>\n",
+       "      <td>92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>71</td>\n",
+       "      <td>60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>87</td>\n",
+       "      <td>99</td>\n",
+       "      <td>23</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    a   b   c   d   e\n",
+       "0  51  92  14  71  60\n",
+       "2  87  99  23   2  21"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_df[my_df['c'] < 50]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "What happened here is that we kept only those entries in the table where the values in the ```c``` column were smaller than 50: we filtered all the properties (columns) in our table in one go!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Back to our problem\n",
+    "\n",
+    "In our analysis we ended up with a dictionary:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'label': array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "        18, 19, 20]),\n",
+       " 'area': array([ 4221,  8386, 18258,  4043,    73, 49056, 45671, 20537, 46853,\n",
+       "        43277, 40768, 15090, 35404, 47642, 54978, 26774,     4,   812,\n",
+       "        54298, 29638]),\n",
+       " 'mean_intensity': array([ 79.26510306,  65.99773432,  70.26109103,  63.02671284,\n",
+       "         47.43835616,  53.71450995,  53.8070986 ,  70.45391245,\n",
+       "         66.13772864,  41.4125517 ,  58.67503925,  44.19814447,\n",
+       "         74.77155124,  41.70190168,  35.9041071 ,  53.07787406,\n",
+       "        112.        , 102.9864532 ,  56.11020664,  66.28379108])}"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_regions"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can also easily turn this dictionary into a DataFrame:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>label</th>\n",
+       "      <th>area</th>\n",
+       "      <th>mean_intensity</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>79.265103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>8386</td>\n",
+       "      <td>65.997734</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>18258</td>\n",
+       "      <td>70.261091</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>4043</td>\n",
+       "      <td>63.026713</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>73</td>\n",
+       "      <td>47.438356</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>49056</td>\n",
+       "      <td>53.714510</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>45671</td>\n",
+       "      <td>53.807099</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>20537</td>\n",
+       "      <td>70.453912</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>46853</td>\n",
+       "      <td>66.137729</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>43277</td>\n",
+       "      <td>41.412552</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11</td>\n",
+       "      <td>40768</td>\n",
+       "      <td>58.675039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12</td>\n",
+       "      <td>15090</td>\n",
+       "      <td>44.198144</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>13</td>\n",
+       "      <td>35404</td>\n",
+       "      <td>74.771551</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>14</td>\n",
+       "      <td>47642</td>\n",
+       "      <td>41.701902</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>15</td>\n",
+       "      <td>54978</td>\n",
+       "      <td>35.904107</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>16</td>\n",
+       "      <td>26774</td>\n",
+       "      <td>53.077874</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>17</td>\n",
+       "      <td>4</td>\n",
+       "      <td>112.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>18</td>\n",
+       "      <td>812</td>\n",
+       "      <td>102.986453</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>19</td>\n",
+       "      <td>54298</td>\n",
+       "      <td>56.110207</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>20</td>\n",
+       "      <td>29638</td>\n",
+       "      <td>66.283791</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    label   area  mean_intensity\n",
+       "0       1   4221       79.265103\n",
+       "1       2   8386       65.997734\n",
+       "2       3  18258       70.261091\n",
+       "3       4   4043       63.026713\n",
+       "4       5     73       47.438356\n",
+       "5       6  49056       53.714510\n",
+       "6       7  45671       53.807099\n",
+       "7       8  20537       70.453912\n",
+       "8       9  46853       66.137729\n",
+       "9      10  43277       41.412552\n",
+       "10     11  40768       58.675039\n",
+       "11     12  15090       44.198144\n",
+       "12     13  35404       74.771551\n",
+       "13     14  47642       41.701902\n",
+       "14     15  54978       35.904107\n",
+       "15     16  26774       53.077874\n",
+       "16     17      4      112.000000\n",
+       "17     18    812      102.986453\n",
+       "18     19  54298       56.110207\n",
+       "19     20  29638       66.283791"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_regions_df = pd.DataFrame(my_regions)\n",
+    "my_regions_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And now we can use what we have just learned: let's remove tiny regions with an area smaller than 100:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>label</th>\n",
+       "      <th>area</th>\n",
+       "      <th>mean_intensity</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>79.265103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>8386</td>\n",
+       "      <td>65.997734</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>18258</td>\n",
+       "      <td>70.261091</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>4043</td>\n",
+       "      <td>63.026713</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>49056</td>\n",
+       "      <td>53.714510</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>45671</td>\n",
+       "      <td>53.807099</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>20537</td>\n",
+       "      <td>70.453912</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>46853</td>\n",
+       "      <td>66.137729</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>43277</td>\n",
+       "      <td>41.412552</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11</td>\n",
+       "      <td>40768</td>\n",
+       "      <td>58.675039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12</td>\n",
+       "      <td>15090</td>\n",
+       "      <td>44.198144</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>13</td>\n",
+       "      <td>35404</td>\n",
+       "      <td>74.771551</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>14</td>\n",
+       "      <td>47642</td>\n",
+       "      <td>41.701902</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>15</td>\n",
+       "      <td>54978</td>\n",
+       "      <td>35.904107</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>16</td>\n",
+       "      <td>26774</td>\n",
+       "      <td>53.077874</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>18</td>\n",
+       "      <td>812</td>\n",
+       "      <td>102.986453</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>19</td>\n",
+       "      <td>54298</td>\n",
+       "      <td>56.110207</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>20</td>\n",
+       "      <td>29638</td>\n",
+       "      <td>66.283791</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    label   area  mean_intensity\n",
+       "0       1   4221       79.265103\n",
+       "1       2   8386       65.997734\n",
+       "2       3  18258       70.261091\n",
+       "3       4   4043       63.026713\n",
+       "5       6  49056       53.714510\n",
+       "6       7  45671       53.807099\n",
+       "7       8  20537       70.453912\n",
+       "8       9  46853       66.137729\n",
+       "9      10  43277       41.412552\n",
+       "10     11  40768       58.675039\n",
+       "11     12  15090       44.198144\n",
+       "12     13  35404       74.771551\n",
+       "13     14  47642       41.701902\n",
+       "14     15  54978       35.904107\n",
+       "15     16  26774       53.077874\n",
+       "17     18    812      102.986453\n",
+       "18     19  54298       56.110207\n",
+       "19     20  29638       66.283791"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_regions_df[my_regions_df['area'] > 100]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that we indeed removed to elements in that table, indices 4 and 16.\n",
+    "\n",
+    "Pandas is a very powerful library and in this course we can't offer more than this brief insight into how it can be useful for data post-processing. To learn more you can also visit this other course: https://guiwitz.github.io/DAVPy/Readme.html"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -543,9 +1411,9 @@
    "toc_visible": true
   },
   "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -557,7 +1425,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/07-Pipeline.ipynb b/07-Pipeline.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..14f5fb35a01db7ba2568acfd216fa7829fe00564
--- /dev/null
+++ b/07-Pipeline.ipynb
@@ -0,0 +1,1109 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "54hAYgD0CX24"
+   },
+   "source": [
+    "# 7. Creating a pipeline"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "wsxg-QSpCX2-"
+   },
+   "source": [
+    "In the previous chapter we created a procedure to isolate nuclei from images. Very often the goal is to repeat the exercise on multiple images in order to compare different conditions. Here we are going to see how to package our pipeline into a function, how to apply it to multiple images and how to plot the result for comparison. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 1461,
+     "status": "ok",
+     "timestamp": 1616250519165,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "tT_GfkVoCX2_"
+   },
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import skimage\n",
+    "import skimage.io\n",
+    "import skimage.morphology\n",
+    "from scipy import ndimage as ndi"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "tdxZm84aCX2_"
+   },
+   "source": [
+    "## Creating an image processing function"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "A-SOfCHiCX2_"
+   },
+   "source": [
+    "We have seen previously how to define a function. It needs the ```def``` descriptor, a name and inputs. What we are doing here is just copying all the lines that we used for our pipeline in the last chapter into this function. At the moment the only input is the path to a given file to analyze. We also try to document what the function does, what its input/output are etc."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 600,
+     "status": "ok",
+     "timestamp": 1616250524551,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "E_M5K3OzCX3A"
+   },
+   "outputs": [],
+   "source": [
+    "def my_pipeline(image_path):\n",
+    "    \"\"\"\n",
+    "    This function extracts information about nuclei found in the third channel of an image\n",
+    "    loaded at the given path\n",
+    "    \n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    image_path: str\n",
+    "        path to image\n",
+    "        \n",
+    "    Returns\n",
+    "    -------\n",
+    "    my_table: pandas dataframe\n",
+    "        dataframe with label, area, mean_intensity and extent information for each nucleus\n",
+    "    \n",
+    "    \"\"\"\n",
+    "    \n",
+    "    image_stack = skimage.io.imread(image_path)\n",
+    "    \n",
+    "    image_nuclei = image_stack[:,:,2]#blue channel in RGB\n",
+    "    image_signal = image_stack[:,:,1]#green channel in RGB\n",
+    "\n",
+    "    # filter image\n",
+    "    image_nuclei = skimage.filters.median(image_nuclei, skimage.morphology.disk(5))\n",
+    "\n",
+    "    # create mask and clean-up\n",
+    "    mask_nuclei = image_nuclei > skimage.filters.threshold_otsu(image_nuclei)\n",
+    "    mask_nuclei = skimage.morphology.binary_closing(mask_nuclei, footprint=skimage.morphology.disk(5))\n",
+    "    mask_nuclei = ndi.binary_fill_holes(mask_nuclei, skimage.morphology.disk(5))\n",
+    "    \n",
+    "    # label image\n",
+    "    my_labels = skimage.morphology.label(mask_nuclei)\n",
+    "\n",
+    "    # measure\n",
+    "    my_regions = skimage.measure.regionprops_table(my_labels, image_signal, properties=('label','area', 'mean_intensity'))\n",
+    "    \n",
+    "    plt.subplots(figsize=(10,10))\n",
+    "    plt.imshow(mask_nuclei)\n",
+    "    plt.show()\n",
+    "    \n",
+    "    my_table = pd.DataFrame(my_regions)\n",
+    "    \n",
+    "    return my_table\n",
+    "                \n",
+    "                "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "2VJPAiHTCX3A"
+   },
+   "source": [
+    "We can now test our function with a single image:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 469
+    },
+    "executionInfo": {
+     "elapsed": 2670,
+     "status": "ok",
+     "timestamp": 1616250561793,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "1Kb41nglCX3B",
+    "outputId": "356d42b9-de71-4303-9912-0e47292e1dec"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "table = my_pipeline('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 419
+    },
+    "executionInfo": {
+     "elapsed": 757,
+     "status": "ok",
+     "timestamp": 1616250564539,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "vGWuz-kFCX3C",
+    "outputId": "2e461221-3f7c-4e18-8013-b6db1df1669f"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>label</th>\n",
+       "      <th>area</th>\n",
+       "      <th>mean_intensity</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>79.265103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>8386</td>\n",
+       "      <td>65.997734</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>18258</td>\n",
+       "      <td>70.261091</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>4043</td>\n",
+       "      <td>63.026713</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>73</td>\n",
+       "      <td>47.438356</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>49056</td>\n",
+       "      <td>53.714510</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>45671</td>\n",
+       "      <td>53.807099</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>20537</td>\n",
+       "      <td>70.453912</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>46853</td>\n",
+       "      <td>66.137729</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>43277</td>\n",
+       "      <td>41.412552</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11</td>\n",
+       "      <td>40768</td>\n",
+       "      <td>58.675039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12</td>\n",
+       "      <td>15090</td>\n",
+       "      <td>44.198144</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>13</td>\n",
+       "      <td>35404</td>\n",
+       "      <td>74.771551</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>14</td>\n",
+       "      <td>47642</td>\n",
+       "      <td>41.701902</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>15</td>\n",
+       "      <td>54978</td>\n",
+       "      <td>35.904107</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>16</td>\n",
+       "      <td>26774</td>\n",
+       "      <td>53.077874</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>17</td>\n",
+       "      <td>4</td>\n",
+       "      <td>112.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>18</td>\n",
+       "      <td>812</td>\n",
+       "      <td>102.986453</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>19</td>\n",
+       "      <td>54298</td>\n",
+       "      <td>56.110207</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>20</td>\n",
+       "      <td>29638</td>\n",
+       "      <td>66.283791</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    label   area  mean_intensity\n",
+       "0       1   4221       79.265103\n",
+       "1       2   8386       65.997734\n",
+       "2       3  18258       70.261091\n",
+       "3       4   4043       63.026713\n",
+       "4       5     73       47.438356\n",
+       "5       6  49056       53.714510\n",
+       "6       7  45671       53.807099\n",
+       "7       8  20537       70.453912\n",
+       "8       9  46853       66.137729\n",
+       "9      10  43277       41.412552\n",
+       "10     11  40768       58.675039\n",
+       "11     12  15090       44.198144\n",
+       "12     13  35404       74.771551\n",
+       "13     14  47642       41.701902\n",
+       "14     15  54978       35.904107\n",
+       "15     16  26774       53.077874\n",
+       "16     17      4      112.000000\n",
+       "17     18    812      102.986453\n",
+       "18     19  54298       56.110207\n",
+       "19     20  29638       66.283791"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "table"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "Ft-4QdfbCX3D"
+   },
+   "source": [
+    "## Adjusting the function behavior"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "BwfMD8xWCX3D"
+   },
+   "source": [
+    "We have recovered the same result as previously and can analyze again our data as we did before. The mask is also plotted by default when calling the function. This is helpful to test the function and verify that nothing went dramatically wrong but we probably don't want to see this image if we analyze hundreds of images. What we can do is leave the user the choice to see it or not. Let's adjust our function to do that: we add an additional **optional** parameter ```do_plotting``` which is simply a boolean (```True```/```False```). If True, plotting is happening, if False it's not."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def my_pipeline(image_path, do_plotting=False):\n",
+    "    \"\"\"\n",
+    "    This function extracts information about nuclei found in the third channel of an image\n",
+    "    loaded at the given path\n",
+    "    \n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    image_path: str\n",
+    "        path to image\n",
+    "    do_plotting: bool\n",
+    "        show segmentation or not\n",
+    "        \n",
+    "    Returns\n",
+    "    -------\n",
+    "    my_table: pandas dataframe\n",
+    "        dataframe with label, area, mean_intensity and extent information for each nucleus\n",
+    "    \n",
+    "    \"\"\"\n",
+    "    \n",
+    "    image_stack = skimage.io.imread(image_path)\n",
+    "    \n",
+    "    image_nuclei = image_stack[:,:,2]#blue channel in RGB\n",
+    "    image_signal = image_stack[:,:,1]#green channel in RGB\n",
+    "\n",
+    "    # filter image\n",
+    "    image_nuclei = skimage.filters.median(image_nuclei, skimage.morphology.disk(5))\n",
+    "\n",
+    "    # create mask and clean-up\n",
+    "    mask_nuclei = image_nuclei > skimage.filters.threshold_otsu(image_nuclei)\n",
+    "    mask_nuclei = skimage.morphology.binary_closing(mask_nuclei, selem=skimage.morphology.disk(5))\n",
+    "    mask_nuclei = ndi.binary_fill_holes(mask_nuclei, skimage.morphology.disk(5))\n",
+    "    \n",
+    "    # label image\n",
+    "    my_labels = skimage.morphology.label(mask_nuclei)\n",
+    "\n",
+    "    # measure\n",
+    "    my_regions = skimage.measure.regionprops_table(my_labels, image_signal, properties=('label','area', 'mean_intensity'))\n",
+    "    \n",
+    "    if do_plotting:\n",
+    "        plt.subplots(figsize=(10,10))\n",
+    "        plt.imshow(mask_nuclei)\n",
+    "        plt.show()\n",
+    "    \n",
+    "    my_table = pd.DataFrame(my_regions)\n",
+    "    \n",
+    "    return my_table\n",
+    "                \n",
+    "                "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "You see that we added an ```ìf``` statment in our code. This is the place where we control for plotting or not. To learn more about it, visit the next notebook!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 2299,
+     "status": "ok",
+     "timestamp": 1616250590838,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "OV520FszCX3D"
+   },
+   "outputs": [],
+   "source": [
+    "table = my_pipeline('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "YZVwVJx1CX3E"
+   },
+   "source": [
+    "Now indeed our function doesn't produce any output if we don't explicitly ask for it. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "Os88I7H6CX3E"
+   },
+   "source": [
+    "## Analyzing multiple images "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "e8-WS0jYCX3E"
+   },
+   "source": [
+    "The point of creating an image processing pipeline was to be able to easily analyze multiple images. We can do that now by using a simple for loop. First we create a list of files we want to analyze and that we can see [here](http://flagella.crbs.ucsd.edu/images/13601) and [here](http://flagella.crbs.ucsd.edu/images/13585)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 520,
+     "status": "ok",
+     "timestamp": 1616250985105,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "pmnqlw5JCX3E"
+   },
+   "outputs": [],
+   "source": [
+    "files_to_analyze = [\n",
+    "    'https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif',\n",
+    "    'https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/27897_273_C8_2.tif'\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "t8fdtYunCX3E"
+   },
+   "source": [
+    "Now we create a ```for``` loop that will go through this list of files and analyze each of them with our function. To learn more about ```for``` loops visit the next chapter on Logical Flow. Before the loop, we create an empty list that is going to be filled with the output of the function. We also add to the output DataFrame a column with the filename that we can recover by splitting the address ```files_to_analyze[0].split('/')[-1]```. Note that the ```split``` function is a method of string objects that allows to split string where we find a certain character (here /):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 2305,
+     "status": "ok",
+     "timestamp": 1616250988822,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "WlUASgblCX3F"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "all_tables = []\n",
+    "for file in files_to_analyze:\n",
+    "    \n",
+    "    #use the function\n",
+    "    new_table = my_pipeline(file)\n",
+    "    \n",
+    "    #add image index\n",
+    "    new_table['filename'] = file.split('/')[-1]\n",
+    "    \n",
+    "    #append the result to the list\n",
+    "    all_tables.append(new_table)\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Finally we can concatenate our results into a single table. For this we use a Pandas function called ```concat``` which just glues two DataFrames together:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 419
+    },
+    "executionInfo": {
+     "elapsed": 700,
+     "status": "ok",
+     "timestamp": 1616250990994,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "pB5JtOFICX3F",
+    "outputId": "831249cb-686c-4c41-cde4-820dabd6bf25"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>label</th>\n",
+       "      <th>area</th>\n",
+       "      <th>mean_intensity</th>\n",
+       "      <th>filename</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>4221</td>\n",
+       "      <td>79.265103</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>8386</td>\n",
+       "      <td>65.997734</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>18258</td>\n",
+       "      <td>70.261091</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>4043</td>\n",
+       "      <td>63.026713</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>73</td>\n",
+       "      <td>47.438356</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>49056</td>\n",
+       "      <td>53.714510</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>45671</td>\n",
+       "      <td>53.807099</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>20537</td>\n",
+       "      <td>70.453912</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>46853</td>\n",
+       "      <td>66.137729</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>43277</td>\n",
+       "      <td>41.412552</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11</td>\n",
+       "      <td>40768</td>\n",
+       "      <td>58.675039</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12</td>\n",
+       "      <td>15090</td>\n",
+       "      <td>44.198144</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>13</td>\n",
+       "      <td>35404</td>\n",
+       "      <td>74.771551</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>14</td>\n",
+       "      <td>47642</td>\n",
+       "      <td>41.701902</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>15</td>\n",
+       "      <td>54978</td>\n",
+       "      <td>35.904107</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>16</td>\n",
+       "      <td>26774</td>\n",
+       "      <td>53.077874</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>17</td>\n",
+       "      <td>4</td>\n",
+       "      <td>112.000000</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>18</td>\n",
+       "      <td>812</td>\n",
+       "      <td>102.986453</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>19</td>\n",
+       "      <td>54298</td>\n",
+       "      <td>56.110207</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>20</td>\n",
+       "      <td>29638</td>\n",
+       "      <td>66.283791</td>\n",
+       "      <td>46658_784_B12_1.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>31346</td>\n",
+       "      <td>91.784279</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>1022</td>\n",
+       "      <td>118.964775</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>32149</td>\n",
+       "      <td>108.144048</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>21866</td>\n",
+       "      <td>87.044407</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>25406</td>\n",
+       "      <td>82.585177</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>6</td>\n",
+       "      <td>26270</td>\n",
+       "      <td>93.764675</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>7</td>\n",
+       "      <td>19557</td>\n",
+       "      <td>101.465102</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>20.500000</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>9</td>\n",
+       "      <td>16367</td>\n",
+       "      <td>70.146331</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>10</td>\n",
+       "      <td>28357</td>\n",
+       "      <td>77.683218</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>11</td>\n",
+       "      <td>19552</td>\n",
+       "      <td>73.210158</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>12</td>\n",
+       "      <td>19288</td>\n",
+       "      <td>75.883036</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>13</td>\n",
+       "      <td>58364</td>\n",
+       "      <td>87.722003</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>14</td>\n",
+       "      <td>22228</td>\n",
+       "      <td>105.550837</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>15</td>\n",
+       "      <td>49020</td>\n",
+       "      <td>73.625255</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>16</td>\n",
+       "      <td>2009</td>\n",
+       "      <td>68.762071</td>\n",
+       "      <td>27897_273_C8_2.tif</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    label   area  mean_intensity             filename\n",
+       "0       1   4221       79.265103  46658_784_B12_1.tif\n",
+       "1       2   8386       65.997734  46658_784_B12_1.tif\n",
+       "2       3  18258       70.261091  46658_784_B12_1.tif\n",
+       "3       4   4043       63.026713  46658_784_B12_1.tif\n",
+       "4       5     73       47.438356  46658_784_B12_1.tif\n",
+       "5       6  49056       53.714510  46658_784_B12_1.tif\n",
+       "6       7  45671       53.807099  46658_784_B12_1.tif\n",
+       "7       8  20537       70.453912  46658_784_B12_1.tif\n",
+       "8       9  46853       66.137729  46658_784_B12_1.tif\n",
+       "9      10  43277       41.412552  46658_784_B12_1.tif\n",
+       "10     11  40768       58.675039  46658_784_B12_1.tif\n",
+       "11     12  15090       44.198144  46658_784_B12_1.tif\n",
+       "12     13  35404       74.771551  46658_784_B12_1.tif\n",
+       "13     14  47642       41.701902  46658_784_B12_1.tif\n",
+       "14     15  54978       35.904107  46658_784_B12_1.tif\n",
+       "15     16  26774       53.077874  46658_784_B12_1.tif\n",
+       "16     17      4      112.000000  46658_784_B12_1.tif\n",
+       "17     18    812      102.986453  46658_784_B12_1.tif\n",
+       "18     19  54298       56.110207  46658_784_B12_1.tif\n",
+       "19     20  29638       66.283791  46658_784_B12_1.tif\n",
+       "0       1  31346       91.784279   27897_273_C8_2.tif\n",
+       "1       2   1022      118.964775   27897_273_C8_2.tif\n",
+       "2       3  32149      108.144048   27897_273_C8_2.tif\n",
+       "3       4  21866       87.044407   27897_273_C8_2.tif\n",
+       "4       5  25406       82.585177   27897_273_C8_2.tif\n",
+       "5       6  26270       93.764675   27897_273_C8_2.tif\n",
+       "6       7  19557      101.465102   27897_273_C8_2.tif\n",
+       "7       8      2       20.500000   27897_273_C8_2.tif\n",
+       "8       9  16367       70.146331   27897_273_C8_2.tif\n",
+       "9      10  28357       77.683218   27897_273_C8_2.tif\n",
+       "10     11  19552       73.210158   27897_273_C8_2.tif\n",
+       "11     12  19288       75.883036   27897_273_C8_2.tif\n",
+       "12     13  58364       87.722003   27897_273_C8_2.tif\n",
+       "13     14  22228      105.550837   27897_273_C8_2.tif\n",
+       "14     15  49020       73.625255   27897_273_C8_2.tif\n",
+       "15     16   2009       68.762071   27897_273_C8_2.tif"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "complete_info = pd.concat(all_tables)\n",
+    "complete_info"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "W6Sj4FKNCX3F"
+   },
+   "source": [
+    "We can then check if there's any difference in intensity in the nucleus between the two images:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 265
+    },
+    "executionInfo": {
+     "elapsed": 545,
+     "status": "ok",
+     "timestamp": 1616250992296,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "4A4SF_onCX3G",
+    "outputId": "7c1db87e-a09a-4ed7-a9de-079ec8934491"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.hist(all_tables[0]['mean_intensity'], bins = np.arange(0,150,10), color = 'red')\n",
+    "plt.hist(all_tables[1]['mean_intensity'], bins = np.arange(0,150,10), alpha = 0.5, color = 'blue')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Of course our actual goal is not just to measure the intensity within the nucleus but to compare the intensity inside and on the edge of the nuclei. This is demonstrated in the [Demo](Demo.ipynb) notebooks."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "collapsed_sections": [],
+   "name": "13-Pipeline.ipynb",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.10"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": false,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": true
+  },
+  "varInspector": {
+   "cols": {
+    "lenName": 16,
+    "lenType": 16,
+    "lenVar": 40
+   },
+   "kernels_config": {
+    "python": {
+     "delete_cmd_postfix": "",
+     "delete_cmd_prefix": "del ",
+     "library": "var_list.py",
+     "varRefreshCmd": "print(var_dic_list())"
+    },
+    "r": {
+     "delete_cmd_postfix": ") ",
+     "delete_cmd_prefix": "rm(",
+     "library": "var_list.r",
+     "varRefreshCmd": "cat(var_dic_list()) "
+    }
+   },
+   "types_to_exclude": [
+    "module",
+    "function",
+    "builtin_function_or_method",
+    "instance",
+    "_Feature"
+   ],
+   "window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/05-Loops_conditions.ipynb b/08-Logical_flow.ipynb
similarity index 81%
rename from 05-Loops_conditions.ipynb
rename to 08-Logical_flow.ipynb
index 905f41e785b62209ed7613b44f437ca5a312fbe7..666968f4e5ea293b95fdcf86ddecee5b94a518d6 100644
--- a/05-Loops_conditions.ipynb
+++ b/08-Logical_flow.ipynb
@@ -6,7 +6,7 @@
     "id": "iPgB54gg1AeI"
    },
    "source": [
-    "# 5. Loops and conditions"
+    "# 8. Loops and conditions"
    ]
   },
   {
@@ -15,68 +15,40 @@
     "id": "9Ppo23Fg1AeO"
    },
    "source": [
-    "We have seen in the previous chapter that we can define structures that can contain a lot of information. What should we do now if we want to do some operation for example on each element of a list? Of course we could manually treat each element but obviously that's not a good solution. What we can use are so called loops that automate the access to all those elements."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "XD0zMmI31AeP"
-   },
-   "source": [
-    "## 5.1 Simple looping over a list"
+    "In the Pipeline notebook, we learned how to package our workflow into a function. To make the pipeline work correctly we discovered that we needed:\n",
+    "\n",
+    "- a way to decide if we wanted to perform a certain action (plotting) or not using ```if```\n",
+    "- repeatedly use the same function for multiple images using ```for```\n",
+    "\n",
+    "Here we explore more in details how these two code organizing feature work."
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "_2PpSZB41AeQ"
-   },
-   "source": [
-    "Let's create a list:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1520,
-     "status": "ok",
-     "timestamp": 1616247235258,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "ARO8cp431AeS"
+    "id": "FDu47poK1AeZ"
    },
-   "outputs": [],
    "source": [
-    "mylist = [8,3,9,20,27]"
+    "## Conditional statements"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "k7BtXGlp1AeT"
+    "id": "Kvlsk7Oz1AeZ"
    },
    "source": [
-    "Let's imagine now that we want to calculate the square of each of these numbers. In English, one would say that \"**for** each element **in** mylist, calculate the square of the element\".\n",
-    "\n",
-    "Luckily the Python syntax is designed to be intuitive and the Python code that does this is:"
+    "When automating operations, we sometimes want to make sure that we only do the operation in some particular case. We say \"if this condition is true, then do the operation\". The way to write this in Python is with an ```if``` statement. The syntax is similar to the for loop with the ```if``` statement followed by a condition and ```:``` and then an indented (shifted to the right) block:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {
     "executionInfo": {
-     "elapsed": 1517,
+     "elapsed": 1459,
      "status": "ok",
-     "timestamp": 1616247235259,
+     "timestamp": 1616247235263,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -84,38 +56,24 @@
      },
      "user_tz": -60
     },
-    "id": "-LQ8BLOa1AeU"
+    "id": "t_MQX6b31AeZ"
    },
    "outputs": [],
    "source": [
-    "for x in mylist:\n",
-    "    x**2"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "CaER4yqZ1AeU"
-   },
-   "source": [
-    "x just stands for the currently selected element from mylist. Note that:\n",
-    "1. The for loop ends with :\n",
-    "2. The content of the loop is **INDENTED**\n",
-    "\n",
-    "You can also note that when we execute the cell nothing happens. This is because no graphical output is generated fro for loops. If we want to see the actual value we have to use the print() function:"
+    "a = 3"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
     },
     "executionInfo": {
-     "elapsed": 1487,
+     "elapsed": 1454,
      "status": "ok",
-     "timestamp": 1616247235260,
+     "timestamp": 1616247235267,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -123,44 +81,43 @@
      },
      "user_tz": -60
     },
-    "id": "e--JuMn21AeU",
-    "outputId": "48244acd-77e9-4623-d532-35e82e6750b1"
+    "id": "5l57_kVO1AeZ",
+    "outputId": "3fffb623-df33-4669-c6f1-00393e66bef7"
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "729\n"
+      "yes\n"
      ]
     }
    ],
    "source": [
-    "for x in mylist:\n",
-    "    value_squared = x**2\n",
-    "print(value_squared)"
+    "if a < 5:\n",
+    "    print('yes')"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "vB4ew9BK1AeV"
+    "id": "8yJkVW4e1AeZ"
    },
    "source": [
-    "Only the last value is printed because we put the print() function outside the loop. If we want to see each value we have to **indent** the print() call so that it is included in the loop:"
+    "If we want to execute another operation if the condition is not met we can use an elif statement:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
     },
     "executionInfo": {
-     "elapsed": 1478,
+     "elapsed": 1447,
      "status": "ok",
-     "timestamp": 1616247235261,
+     "timestamp": 1616247235267,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -168,57 +125,46 @@
      },
      "user_tz": -60
     },
-    "id": "iyFllxfg1AeW",
-    "outputId": "6fc84996-1aba-4b34-a181-425e96c05850"
+    "id": "QMnyS4fj1Aea",
+    "outputId": "03cde575-0f86-41e7-b692-e3b564c32678"
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "64\n",
-      "9\n",
-      "81\n",
-      "400\n",
-      "729\n"
+      "smaller than 2\n"
      ]
     }
    ],
    "source": [
-    "for x in mylist:\n",
-    "    value_squared = x**2\n",
-    "    print(value_squared)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "RYfw4Prt1AeX"
-   },
-   "source": [
-    "## 5.3 Looping using a range"
+    "a = 1\n",
+    "if a < 2:\n",
+    "    print('smaller than 2')\n",
+    "elif a < 5:\n",
+    "    print('smaller than 5')"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "Vfs0_Lpy1AeX"
+    "id": "LEHdCfKv1Aea"
    },
    "source": [
-    "Often we don't want to loop over the content of a list but just want to do some operation N times or for indexes from 0 to N. To do that, we can use the range() built-in function that just does this: it provides numbers within a certain range. The function doesn't really produce a list per se but can be used as if it were one. For example:"
+    "Note that the if statement stops the **first** time a condition is verified. Finally we can use the else statement if none of the previous conditions is realized."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
     },
     "executionInfo": {
-     "elapsed": 1469,
+     "elapsed": 1441,
      "status": "ok",
-     "timestamp": 1616247235261,
+     "timestamp": 1616247235268,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -226,50 +172,49 @@
      },
      "user_tz": -60
     },
-    "id": "Itgk8Vi21AeX",
-    "outputId": "47ccb997-7854-4d89-8a94-f8a89a4f8c8a"
+    "id": "vHRx6SKr1Aea",
+    "outputId": "af81ed56-001b-4e1f-98b7-c061e1e81198"
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0\n",
-      "1\n",
-      "2\n",
-      "3\n",
-      "4\n",
-      "5\n",
-      "6\n",
-      "7\n"
+      "larger than 5\n"
      ]
     }
    ],
    "source": [
-    "for x in range(8):\n",
-    "    print(x)"
+    "a = 10\n",
+    "if a < 2:\n",
+    "    print('smaller than 2')\n",
+    "elif a < 5:\n",
+    "    print('smaller than 5')\n",
+    "else:\n",
+    "    print('larger than 5')"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "To6Djk0I1AeX"
+    "id": "XD0zMmI31AeP"
    },
    "source": [
-    "Note that as always the first index is not 0 but 8. Of course we could use these indexes to access specific parts of a list. Coming back to the previous example, we might want to calculate the square only of the three first numbers:"
+    "## Simple looping\n",
+    "\n",
+    "The ```for``` statement allows us to repeatedly execute a code of block that follows this statement. ```for``` is executed for each element in a list. That element of the list can be only used for counting purposes (I want to repeat the operation 3 times, so ```for``` is applied for each element in the list ```[0, 1, 2]``` or I can actually use the elements if the list if they have a meaning.\n",
+    "\n",
+    "Let's see an example with a simple list:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
     "executionInfo": {
-     "elapsed": 1460,
+     "elapsed": 1520,
      "status": "ok",
-     "timestamp": 1616247235262,
+     "timestamp": 1616247235258,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -277,63 +222,73 @@
      },
      "user_tz": -60
     },
-    "id": "-MofXPcF1AeY",
-    "outputId": "42f92cf2-e905-4dea-88d8-a43bb4a45822"
+    "id": "ARO8cp431AeS"
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "64\n",
-      "9\n",
-      "81\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "for x in range(3):\n",
-    "    value_squared = mylist[x]**2\n",
-    "    print(value_squared)"
+    "mylist = [8,3,9,20,27]"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "rUPGf39O1AeY"
+    "id": "k7BtXGlp1AeT"
    },
    "source": [
-    "With ```mylist[x]``` we simply use the numbers generated by range() as indexes of our list.\n",
+    "Let's imagine now that we want to calculate the square of each of these numbers. In English, one would say that \"**for** each element **in** mylist, calculate the square of the element\".\n",
     "\n",
-    "Another type of loop available in most programming languages is the while loop. We are not going to used it today, but you should definitely learn about it."
+    "Luckily the Python syntax is designed to be intuitive and the Python code that does this is:"
    ]
   },
   {
-   "cell_type": "markdown",
+   "cell_type": "code",
+   "execution_count": 2,
    "metadata": {
-    "id": "FDu47poK1AeZ"
+    "executionInfo": {
+     "elapsed": 1517,
+     "status": "ok",
+     "timestamp": 1616247235259,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "-LQ8BLOa1AeU"
    },
+   "outputs": [],
    "source": [
-    "## 5.3 Conditional statements"
+    "for x in mylist:\n",
+    "    x**2"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "Kvlsk7Oz1AeZ"
+    "id": "CaER4yqZ1AeU"
    },
    "source": [
-    "When automating operations typically with a for loop we sometimes want to make sure that we only do the operation in some particular case. We say \"if this condition is true, then do the operation\". The way to write this in Python is with an if statement. The syntax is similar to the for loop with the if statement followed by : and the operation indented."
+    "x just stands for the currently selected element from mylist. Note that:\n",
+    "1. The for loop starts with the ```for``` statement\n",
+    "2. The list used for iteration is specified, here ```mylist```\n",
+    "1. Again the for loop definition ends with ```:```\n",
+    "2. The content of the loop is **indented**\n",
+    "\n",
+    "You can also note that when we execute the cell nothing happens. This is because no graphical output is generated fro for loops. If we want to see the actual value we have to use the ```print()``` function:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
     "executionInfo": {
-     "elapsed": 1459,
+     "elapsed": 1487,
      "status": "ok",
-     "timestamp": 1616247235263,
+     "timestamp": 1616247235260,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -341,24 +296,44 @@
      },
      "user_tz": -60
     },
-    "id": "t_MQX6b31AeZ"
+    "id": "e--JuMn21AeU",
+    "outputId": "48244acd-77e9-4623-d532-35e82e6750b1"
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "729\n"
+     ]
+    }
+   ],
    "source": [
-    "a = 3"
+    "for x in mylist:\n",
+    "    value_squared = x**2\n",
+    "print(value_squared)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "vB4ew9BK1AeV"
+   },
+   "source": [
+    "Only the last value is printed because we put the ```print()``` function outside the loop. If we want to see each value we have to **indent** the ```print()``` call so that it is included in the loop:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
     },
     "executionInfo": {
-     "elapsed": 1454,
+     "elapsed": 1478,
      "status": "ok",
-     "timestamp": 1616247235267,
+     "timestamp": 1616247235261,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -366,43 +341,57 @@
      },
      "user_tz": -60
     },
-    "id": "5l57_kVO1AeZ",
-    "outputId": "3fffb623-df33-4669-c6f1-00393e66bef7"
+    "id": "iyFllxfg1AeW",
+    "outputId": "6fc84996-1aba-4b34-a181-425e96c05850"
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "yes\n"
+      "64\n",
+      "9\n",
+      "81\n",
+      "400\n",
+      "729\n"
      ]
     }
    ],
    "source": [
-    "if a < 5:\n",
-    "    print('yes')"
+    "for x in mylist:\n",
+    "    value_squared = x**2\n",
+    "    print(value_squared)"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "8yJkVW4e1AeZ"
+    "id": "RYfw4Prt1AeX"
    },
    "source": [
-    "If we want to execute another operation if the condition is not met we can use an elif statement:"
+    "## Looping using a range"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "Vfs0_Lpy1AeX"
+   },
+   "source": [
+    "Often we don't want to loop over the content of a list but just want to do some operation N times or for indexes from 0 to N. To do that, we can use the built-in ```range()``` function that just does this: it provides numbers within a certainrange. The function doesn't really produce a list per se but can be used as if it were one. For example:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
     },
     "executionInfo": {
-     "elapsed": 1447,
+     "elapsed": 1469,
      "status": "ok",
-     "timestamp": 1616247235267,
+     "timestamp": 1616247235261,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -410,46 +399,50 @@
      },
      "user_tz": -60
     },
-    "id": "QMnyS4fj1Aea",
-    "outputId": "03cde575-0f86-41e7-b692-e3b564c32678"
+    "id": "Itgk8Vi21AeX",
+    "outputId": "47ccb997-7854-4d89-8a94-f8a89a4f8c8a"
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "smaller than 2\n"
+      "0\n",
+      "1\n",
+      "2\n",
+      "3\n",
+      "4\n",
+      "5\n",
+      "6\n",
+      "7\n"
      ]
     }
    ],
    "source": [
-    "a = 1\n",
-    "if a < 2:\n",
-    "    print('smaller than 2')\n",
-    "elif a < 5:\n",
-    "    print('smaller than 5')"
+    "for x in range(8):\n",
+    "    print(x)"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "LEHdCfKv1Aea"
+    "id": "To6Djk0I1AeX"
    },
    "source": [
-    "Note that the if statement stops the **first** time a condition is verified. Finally we can use the else statement if none of the previous conditions is realized."
+    "Note that as always the first index is not 0 but 8. Of course we could use these indexes to access specific parts of a list. Coming back to the previous example, we might want to calculate the square only of the three first numbers:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
     },
     "executionInfo": {
-     "elapsed": 1441,
+     "elapsed": 1460,
      "status": "ok",
-     "timestamp": 1616247235268,
+     "timestamp": 1616247235262,
      "user": {
       "displayName": "Guillaume Witz",
       "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
@@ -457,26 +450,35 @@
      },
      "user_tz": -60
     },
-    "id": "vHRx6SKr1Aea",
-    "outputId": "af81ed56-001b-4e1f-98b7-c061e1e81198"
+    "id": "-MofXPcF1AeY",
+    "outputId": "42f92cf2-e905-4dea-88d8-a43bb4a45822"
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "larger than 5\n"
+      "64\n",
+      "9\n",
+      "81\n"
      ]
     }
    ],
    "source": [
-    "a = 10\n",
-    "if a < 2:\n",
-    "    print('smaller than 2')\n",
-    "elif a < 5:\n",
-    "    print('smaller than 5')\n",
-    "else:\n",
-    "    print('larger than 5')"
+    "for x in range(3):\n",
+    "    value_squared = mylist[x]**2\n",
+    "    print(value_squared)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "rUPGf39O1AeY"
+   },
+   "source": [
+    "With ```mylist[x]``` we simply use the numbers generated by ```range()``` as indexes of our list.\n",
+    "\n",
+    "Another type of loop available in most programming languages is the while loop. We are not going to used it today, but you should definitely learn about it."
    ]
   },
   {
@@ -485,7 +487,7 @@
     "id": "HzYlCmCI1Aea"
    },
    "source": [
-    "## 5.4 Mixing for and if"
+    "## Mixing for and if"
    ]
   },
   {
@@ -494,12 +496,12 @@
     "id": "XxjS_Al91Aeb"
    },
    "source": [
-    "Let's come back to our initial for loop, and say now that we only want to calculate the square of numbers larger than 10. We can integrate our if condition in the for loop:"
+    "Let's mix both ```if``` and ```for``` logics and say now that we only want to calculate the square of numbers larger than 10 in ```mylist```. We can integrate our ```if``` condition in the ```for``` loop:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -545,28 +547,8 @@
     "id": "sc4xInoA1Aee"
    },
    "source": [
-    "Note how we create different levels of indentation. Everything which belongs to the for loop is indentedn once, including the if statement. But everything that belongs to the if statement is also indented relative to it, and so ends up **indented twice**."
+    "Note how we create different levels of indentation. Everything which belongs to the for loop is indented once, including the if statement. But everything that belongs to the if statement is also indented relative to it, and so ends up **indented twice**."
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1432,
-     "status": "ok",
-     "timestamp": 1616247235270,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "ulEoN3Z21Aee"
-   },
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
@@ -576,7 +558,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -590,7 +572,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/08-Slicing_indexing.ipynb b/08-Slicing_indexing.ipynb
deleted file mode 100644
index aea17d973d7db3fa1a41f96ecc62e0e1f6f04555..0000000000000000000000000000000000000000
--- a/08-Slicing_indexing.ipynb
+++ /dev/null
@@ -1,1458 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "xq6DKCIR9B51"
-   },
-   "source": [
-    "# 8. Slicing, indexing images"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Vy20EcxT9B58"
-   },
-   "source": [
-    "Sometimes we need to focus on a smaller part of an image, extract a specific plane or a specific series of pixels. All those operations are made very simple through Numpy. Let's first import packages:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 759,
-     "status": "ok",
-     "timestamp": 1616249110437,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "tMW5Qvl39B59"
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import skimage\n",
-    "import skimage.io\n",
-    "import matplotlib.pyplot as plt"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "m7UV89yK9B5-"
-   },
-   "source": [
-    "And load again the image seen previously of "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 2375,
-     "status": "ok",
-     "timestamp": 1616249114085,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "n105Kynf9B5-"
-   },
-   "outputs": [],
-   "source": [
-    "image = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13901/13901.tif')\n",
-    "#image = skimage.io.imread('../Data/yeast.tif')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 472
-    },
-    "executionInfo": {
-     "elapsed": 1350,
-     "status": "ok",
-     "timestamp": 1616249119571,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "unGGFgur9B5_",
-    "outputId": "e2861997-e80c-41e4-9746-04047b20abfd"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.subplots(figsize = (10,10))\n",
-    "plt.imshow(image, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "18tgtK2P9B6A"
-   },
-   "source": [
-    "## 8.1 Slicing"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "UlKjcsco9B6A"
-   },
-   "source": [
-    "### Cropping"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "tcPAngrS9B6B"
-   },
-   "source": [
-    "To crop an image, one can just specific the range of pixels that should be considered. We have seen before that one can select a specific pixel:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 542,
-     "status": "ok",
-     "timestamp": 1616249124202,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "DojO4cdQ9B6C",
-    "outputId": "b39726f6-d52e-430c-e116-fadc70624647"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "2462"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "image[550,210]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "f8wU-9N89B6D"
-   },
-   "source": [
-    "To select an area one simple gives a range using a semi-column:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 621,
-     "status": "ok",
-     "timestamp": 1616249147404,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "S1BttJHB9B6D"
-   },
-   "outputs": [],
-   "source": [
-    "cropped = image[700:800,800:900]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 367,
-     "status": "ok",
-     "timestamp": 1616249148166,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "dY7-d55-9B6D",
-    "outputId": "00dcb6c0-cf02-403a-de5b-3f70ca3c06db"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(100, 100)"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "cropped.shape"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 322
-    },
-    "executionInfo": {
-     "elapsed": 680,
-     "status": "ok",
-     "timestamp": 1616249153172,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "41Cn6kI69B6E",
-    "outputId": "1e219cca-4fc9-488d-95b6-08cf55dc1243"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 360x360 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.subplots(figsize = (5,5))\n",
-    "plt.imshow(cropped, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "WUO5GHfs9B6E"
-   },
-   "source": [
-    "### All pixels in a given dimension"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "4yxxRDyI9B6E"
-   },
-   "source": [
-    "If we want to make a vertical cut through the image, i.e. take all rows but only part of the columns, we don't have to explicitly give the rows limits, we can just leave a semi-column:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 465,
-     "status": "ok",
-     "timestamp": 1616249155182,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "aJlAD8ks9B6F",
-    "outputId": "494154a7-0127-4e30-fd76-024a0f031a1a"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(1024, 1360)"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "image.shape"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 548,
-     "status": "ok",
-     "timestamp": 1616249156455,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "wYWmjXFV9B6F"
-   },
-   "outputs": [],
-   "source": [
-    "cropped = image[:,800:900]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 518,
-     "status": "ok",
-     "timestamp": 1616249156689,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "82nP86yb9B6F",
-    "outputId": "711933c9-31db-4b9f-e847-e66d179b2d96"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(1024, 100)"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "cropped.shape"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 324
-    },
-    "executionInfo": {
-     "elapsed": 583,
-     "status": "ok",
-     "timestamp": 1616249161599,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "A9xJtH8W9B6G",
-    "outputId": "c2782198-63f5-4918-b755-2ca18e3daf9e"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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V4GUfCMbe5DRjMs/Nau+oCDGQEJDYBSI3iuLVTU4VyVE8nczWiSYgtmsmxR4k13VRqVQC25ZxuRYRod1u656RMmgpHW4ygGnmetuivybFHiQ2RUy7azKZ6F5JsrhGukhMhxuTnJLzggBAQkDih2Q/kpxGvGrxtJNxOTMfgDnJNFsSHy0BoHezsYEkg43Sqc/Lvil/uMMpsHhvt9iDJJd9JtOZxk44qX2bISQAAY6TCRd8TxgdW5kkIpeI/oyI/mj2+r4WKkuQpGyRFj4LZx4f9eC8IvKGVHz+QEEC8EsArorXr2JaqHwJwOuz16BgofLnAfw7mu6wHElEpL2S5paKQLD/rU3jZtDMKknZV2leVsmxQCKiRwH8BID/IC6/gmmBMmbHnxLXX1NKDZRSNwBwoXIkKaWQz+extLSkm9lJsMw297PfFTBBwsLZzIXztgs6Lif9awC/DEC69QKFygBkofKRd1NmecMeSekPGg6H2p9t9v83d+7iz7LZdQ9sdSOinwRwVyn1PSL68UVusVybW6jseZ4OXXOfSC5C7nQ6ujiHl3xZpa2/RB0kbc1LOrXRcctL/wYRvQwgC6BMRP8N97lQOZPJqBs3bgSc9oPBQMffZORDqgayZld6NaN83mF0X8pLZ5z0T5VSP0lE/xJATR10mFhRSv0yEf0IgN/CVA6dw1SoX1Jz6nA9z1NLS0uHYvtyeZebuoQFIaUtZ+pOALgy/MTKS+9roTIHJ2efYY2lScFs2mKcumOaK6bZEsVNsS9Udl1X5fN5AHaby+b8ly3L0um0bu/KDaps/W9n/ZiSX6gs/9uSe0w7Tvq/+R4GGoBubyb9SafCfQscXq754cwcJKmdy0guZ8pxDqZZmBNGiQDJJk+AYCRWKoVmKg2PN0NJi1Iippus9QfsVY8SSKmR85TjbDlWTs121VHcFHuQwrRkJjldmKPY3gMOBDsLZ7nHt2xXnWiQALtGLF0gpo3GnbnktGJDlt29pnBPPEiAvaSdr0sHm1JKN6HK5XK6VItTmXu9nuY0/pOuFhslAqQoXU5ylFQJut2ubkvGPnGZHyAF96mYbpIkKEAws1+CxXKHd3kHDjrES1+UdAOHUWJAmsdNtmucWSu1c36Phfyp6MfNFPYgYWqBjJaYY+X5vL63QIJAYrIpieYqZ9p4EjTmLhkISHwuAHBYOJvnNuEt72Xi6WWWpp4KkIDopi7zPIzyOoPEaoOteNCkRIEkQ0qAvZxUjjevs4ziEJJc+k8FJ4Vp12EC3WbfAQerHhDMyj0VIEkyAQOCeUc2M8PkLDnefN+kRIBkc7aZ1wG7UI+aklHXJCUOJNvrMMEbBWbYZ9koUSDZ3CZy6pkBAUm2bsnzZBFTYkCyAcRkc5vI98xkC74uw9unQibZVICosRI4My8yjBvDKBE+bknm9LIt9TZuOqqBLCkRnATY9R55ZHtMctEietQi3Bl7kMJcq/K6rMo2Q+DmWJsKcSpUAODw6iTjZtL7yPndMqIbFV8LUxMkJQYk+bBm/lE2m9W1uDyGOUo6+02/EWvdiW/owsRLOe89mc1mkcvltFOf91biKm/mKM/zkMlkNKhc/8bgcL5Ts9kM/e7EgMTTxXVdvWXrysoKCoWCruBeXl7WQQDeEnZpaQkrKysaHMlpwDSdsNPp4O7du6HfHXuQGBhZCprNZlGpVHDmzBmcOXMG5XIZhUIBmUwG1WoVtVoNAFAqlXD+/Hk8//zzKJVKqNVqutx0MBgglUqh1+thb28PV69eDf0NsQcJOBDS+Xwea2trePbZZ/GZz3wG586dQ6FQ0NHaq1ev4p133sHW1hb6/T4qlQqeeeYZvPTSS9jc3MSbb76J999/X/cR2NjYQKFQQKfTweuvvx76/bEHiWUOH5966il87nOfwyuvvIJSqRQY+8QTT+g8yvF4jCeffBIvvvgiLl26pI3gTqeDer0OpRTa7TY2Njbw+OOPo1gshv6GRIDETRNWVlZw+fJlPPXUU8hms9bx7XYbqVQKly5dwgsvvIBHHnkE+/v7gTYenKDa7/d1Bm/ibTf2Qy8vL2NjYwO5XA7b29vI5/NYXl4OcMna2hrW19fx6U9/GhsbG+j1erh16xYajQa2t7fR7Xb1loucA879BsIo9iApNS1jLxaLSKfTGI1G2N3dxZ07d5DJZLC2toZHH30US0tLKBQKuHjxIorFIj72sY/B8zxcv34dW1tbuHPnDra3t7G3t6e3F5IKalRDzkSAxA/C+7rxtkC+7+Pu3btotVp4/vnnMZlMsLGxgUqlos2U4XCodw2UXCS74yS+QTBw0K+k1Wrho48+wtmzZ0FEerfSQqGADz74ALVaDWtra6hUKjroyBFajq3JQmdJiTdLuD1iq9XC9evX4fs+zp8/j3K5DNd1sbW1hWvXrmEymeCzn/0sCoUCAOj0m2KxqPubcDogc+cie7wlAiTO5ucdAtvtNj766COUSiUUi0WdLfL4448HZIvjOFhfX8fa2hp2dnaQz+d1zK3b7QZyLBMNkvQmssnBqxFry+l0GuVyGSsrK+h2u4H7i8Uizp07h52dHXQ6HQAHVd/c8/ZU5Sdx1NXzPGSzWW24TiYTdDodVKtVXLlyBRcuXMCjjz6q7b2zZ8/i/PnzaDabAVcuTzvuXRlGiQGJiJDJZJDJZLRcKRQKyGazWkC3Wi28/fbbWF5exksvvYQzZ84AmCa6P/300xokbsLAuy5zVm4YJQIkx3E0QLIcIpfLIZfLaXcHEWFvbw/f+ta3UCqV8IlPfAJLS0t6/IULF5DNZtFsNtFut3XKIG/cGUaxB0n6hDijNp1Oa2+kdNtymdfOzg6+/vWv4/r167h48SJWV1dBROj3+xiNRigUCvB9H9VqFdeuXcP169fR6/VCf8NxN+asYFpa+hymBX5/H8D7AH4HwBMAvg/gZ5RSe7PxXwbwJQA+gF9USv3JIt8jXSQSFE41ZrOEOarf72NnZwfb29t44403NMdlMhktoHn71+3tbTQajQfaruzXAfxPpdTfJKI0gDym+07e1x2V2YHGsoi5hlc6fnCZTNpoNNBoNAJFObKNB3de5g08HwhIRFQG8Fcw3WYaSqkhgCERvYL7uKOy/qGiixaAQAU317PJPEhuAcuqg1l6YbY+e1CC+yKAXQD/iYj+EoDvYVr+ft93VOY0PuCgT4m8Lp38fI0DA6yIMiBmeo6ZgmOj44CUAvCXAfyCUurbRPTrmPUACKF7KlQmOmi2aVZQss4jNWduiiAbI5htzMyg5bzg5HHC3LcA3FJKfXv2+vcwBW2HpgXKoGMUKiulPq6U+jiD1G630Ww2tSUvp49Zm8uASsAkB8l87qj2r0z3DJJSahvATSL62OzSS5jW1973HZVHoxF6vZ6uMuKHl2N4+e/1euh2u3qcFMhmVeW8Ei6m465uvwDgN2cr20cA/h6mwN/XHZVZ7vAD8T4BTMwZ3CNXtneVwczZ71g4vM0U+0Jlx3EUa9ps7bP2LXedkL252Z89ux+e5wV8SkxyunU6HUwmk+QWKkv5ww64fr8fyCSRS7os+uMQty0BXuYBJNoLwMAwEHw0fdLywc1ECdsyL/WqU5NVIjnB7IosgeSxUcmkNko0JwGHq4vkEh42zrwuQZDqwCKUCJCAoPwwy0GjkrxscmdRcJgSAZItid3GNTYQbOemTzvxgnsRCkv9k6/ldalgmhxno8SBJDlKvpZkcpvZjUuey1UzjBKTohzGIbYxYZxk3sfHU5EOaAMjaow5xcztN/iaVD6jKBEgSTL1IwmOLBuV0VrptmUXCrtPzM6CNkoESDauCOMmfp/33C6Xyzo7l80ZAAG37zyKPUgmMNJgBRDwB0kOKpVKWF1dxRNPPIGNjQ1Uq1Xs7++j0WigXq+j0WjoFJzEVwQAQf+2BImIAtPHcRyk02ksLS3h7NmzWF9fx4ULF/CpT30KH374IW7cuKEDmqlUCru7uxiNRskX3ESkO5Wm02kNlIx8yF2Ri8UiVldXUalUUKlUAAA3btxAr9dDOp3WMTff9/X2QvOmXuxBcpzpDoDFYjGQQsM0mUy0N3I4HKJSqWB5eVlnmwwGA/zgBz/QfibmnGw2i0KhgEajEZkKCCQEpJWVFVQqFb1PAMufdDoNx3H0lmXNZlOvZuyM6/f7OsuNs3LZ08k5AYnvC+C6LlZXV3UkhPe6dRwH4/EYxWIR+Xwek8nkUJyNo7nNZjPQElZOL6lDhVHsQeLwNgto1m045cZxHJTLZV2Mw7sKcgpzr9fTU022guV+bqdideMqJClPpD+Jpw9fGwwGaLVaesdTDkzKsJOsKzkVq5vjOCgWi3q5lzqRucoxaO12G57naXPD8zyMRqPA1OKUwHkhbiAhIGWzWR1/AxAIbXNKjjQtOFMXgI6uuK6rt4ZlOcXLf+I5CTh4UOCg3xHRtMctx+C4IFDmP3JOJIPAuhFHgnmqJT4QwDKIVQDObJO7vvOmwZz/KLPieJr2+310u91DU0xGVcIo9iCxXHn22WcxHA7x3nvvwfd9lEolNJtN1Go17O/vo9vtIpfLBfba5rwm13UxHo/R6XSwt7eHarV6qKw08SCxMSo3Dc7lchgOh6jVamg2m1qx5AQtBjedTiOfz6NUKqFUKqFcLsPzPOzs7KDVamkuiurrlgiQPvzwQ3S7XZ0x6/s+bt26hU6nowFiNYFB5BWQVzbP87C6uorl5WWtQ00mE52Bm+gUZaUUtre3Ua/X9d5uUqt2HAdnzpxBv99Hp9NBv98PuE2AqULK2wytra3BcRytd1WrVc2FYRR7kDiZodPpBPzT7A3gPG5OlpBbUvM4WcBTKpWQSqVQLpextrZ2KDnVRrEHCcAhrVj2BUilUtpkkXuXyD1OWHhzDgFfK5VKWFtb04pmGMUeJOYCcyXi11zBJJVJfmB20LHqwEopj3ddF+VyGe12O9mrW5QRyjoQt5Y2fdxyM+BsNhvYTE9OMZ6SYZSIuJvMGpEBRZ4+vAG5nILS5cveTfZwsoljbmcdRongJPNcptuw0M5kMsjlcgAQKK3I5XJYWlrC6uoqSqUSut1uAGCllFYrwij2IIXF6s1UmsFggFwuh1KppD2O7NNmdy57NSVInU4HrVYr0siNPUjAQRGf5CSzlEKp6YZUmUwGxWIR5XI5sP1Gu90GAG2/cdlEvV7H/v5+skFia1+uaGaCqdwLoNFoYDAY6AYv+XxeO+J4avEf+8V7vV6yQQIOttWQsTXmFo6esHzyfR+9Xg+3b99GrVbTAlsqlax3scZu29RcUuxBYvuLH4iIkM/nsbKygqWlpYAHkh+41WrpKG2j0dCrnJyeuVwO6+vrGA6H2NrawtbWVuhviD1IQHADc3bnFotFLW9MLZtjauyJVLN6W25MlU6nUSqVcOnSJR1SunLlSuj3xx4k043BgpkzRaQsYV3H930dfxuPx7rZVC6XCzjidnZ2UCwW58beYg+SJBbisuUYAJ3tL5PiOVoyHA61l5JrVDgk1Wg0Ah7MMIo9SCxsefln659907Lzn1kqIfu/cTmqDGn3+33NcVGUCJC4Uhs46DbBAlsCxeCxA42FNAt+Dk6yK0Vu+JL4JC5+MPZVMwfIvADgwKlvGqwyiCltNLnDYBQdd7Pgf0xEV4joHSL6bSLK0n3edpo5iYGSD2smb8nmLLLaku+XtSnGc0TKpHsGiYjOA/hFAB9XSj0HwMW0Wvu+bjsNBFOOmZP4oWU9Lk87WffG2vXsN2huA4LOuwcpuFMAckQ0wrTc/TaAL+M+VnPLkizmEvZnA8HEdda6u90uGo2GbkQFQC/1TLxSZjKZ0P5w8iHviZRSW0T0rzCtjuwB+IZS6htEdOxqbhKFyo7j6LwkM47Prlj2U8s93LhLIADta2LvpDSQubgwio7TF2AZU+7YBLAP4L8T0d+KusVyzSoxldhROZvNqlKpFMi9nn2/zj9iC59zklgOsUDme3zf19lyspXHvMyS40y3zwK4oZTanf3oPwDwadyHbaclEZHWY+ROpLLgr9fraRklKyclSPzeeDzW+QNcx8ughtFxQPoLAD9GRHlMp9tLAN4A0MG0ivsrOFzN/VtE9GuYtuFYqJpb6kccO5PVkWy8cmGyBInJ7CbR6/UC09dWiSnpODLp20T0ewDexLQ6+88wnSJF3MdqbnaRyGVcRkZYsEvl0Jbhz+9zwpfU1PlzQn/DPEXqh02FQkFtbm5qLjJBYCEsq7htIDHn2aoLHMdBp9PBaDRKZjW3lC1AdDt8273mUYaUoj5PUuxBAqDbAUkNm0lGTkxAAXudrryHPyPRXgDgYKMEs4ELkzkNTQCiCgj58xMPEpNMzuKH4s4SUhaFcRufyyOfJxokcwrJNEBWHDmNxswFAA7vSyKn2zxZxJQIkDjniMns789+bJMjIpd1Y1yi/UlEdCgMLXtoc4aIqfPwQ5ttyuS51NqjKPYgSfeHWRLKRyln5HJvqgAmMffNc7wlIquEbSxZ28YrmimQbVPHlD3mVJvHTbEHiWYlW2Y5qc1qnweOvMZH5sgoij1InN9obijFtIjGLMmmXMpojI1iDxL3vTXlDRCdoC5tNBvJz0r8jsqcfSv/22EK4Tx5ZNpwNiFvo9iD5Ps+6vW6dsVKX7cNNJvyaCOb3hVGsQeJ295z0oP0Hcl6WskxLIjncQhT4vUkXvbZ3SrzAGStCXDgoLPF1o5DsQdJKYVMJqO3IOOdJLiL6d7ent7bjaO8piJp45RFPJJMsQfJcRxsbGzg6aefxsbGBpRSeoOWwWCA7e1t3Lx5E+12W0c9ZAAgSj6Zvqgwij1InufhxRdfxMsvv4zJZIL33nsPu7u7WpCXSiXk83lcu3ZNN0LgYCZHVUxnnU3AR1HsQUqn03jhhRdw+fJl1Go13LlzR/uzuaIyk8nofrds8NqUTkk2t3AYxR6kVCqFTqeDt99+W28zxmUQzDHLy8u4ePEi9vb20Ol0tOCWxyhKvI+bRMkDZ9/KcgeZI8nmi5xONndulMFro9iDBECvbvzgHN5mo5f1JrPXbVRwYFHnHJAAkCaTCarVqvZQ8l5KLLjZp8S7AUataJKLTpXgHo1GuHbtGm7cuKETSGUhMgcAarUaWq1WINIL2MFY1HRhSgRIvHUiEek6XJkUwVUAnG5jbpgAhOtIckwYxR4k3/exu7uL1dVVpFIp+L6vd8IBpg+/t7endwyUGbhhcuko/icgASBNJhPcvXsXvu+jUqnoTFreq61er+PmzZuoVquhURPgsHvXDDslWk9iThkMBuh0OigWi3pPbt4umrdVXFQnkgFMTt95UPlJJ0Lcs433r5X7AnDtiFzRpAIZtvwzcTQ4m83q5i82ij1IAPSKxdq2DHGbIEiBHmb9S4HNG+pxoqqNYg8Sr17AQfW2jHSE2WS2Jd5Mu2H/+crKSrJBAg63q49avucFJDkYyUfP83D27Fns7u6Gfn8iQApz4Mtr5ljb+7ZMt3Q6jeXl5cginESBxOdmtCQqCmuLrPB4LrWQLmAbJQIkYDE3a9j4eVo3u3/DKBEgmdNNyiib0WoD1AYaR1xarVayd3lnsgnkMBklj+b7ctqxDra/v59skMzIhyRb6Nu8bo6Xnyt7nSR+ukWRjWPMa7YEr1MJUpiciYqf2aajlFuyXCLxHSZsNC+jJOw1AybDTfNSbxIBkk0W2Vayeek25mdJsybxINkexPZQMlE0yodtXp+XNzA3iYuIfoOI7hLRO+LakYuRiehHiejPZ+/9GzqCe9A0K/jc9rDSTQIc7uIlKeo9SYtkuv1nTAuLJd1LMfK/x7Rk9NLsz/xMK4VhOY9L5imViwIELACSUur/Aqgbl1/BtAgZs+NPieuvKaUGSqkbAK4B+CRNKyjLSqk/VdNf9F/FPfO+P3Ae5SeSRxOEMH2LV7kouleZdNRi5NHs3Ly+EEVxhM2A5dfzzBM5Norut+AOK0ZeuEgZCFZz68ERUyLK0jfBNO1APj+uTLLRUbeWvjU7N69bSYltp+/x9wV8RmHL/CLyCLh3kI60tfRsaraI6Mdmq9rfEffMpXlLP1+3rW4mUPdEYQJOfNFvA7iDA7nyJQBnMF3VPpwdV8T4XwVwHcD7AP66uP5xAO/M3vu3mNX/LvD9ynEcRUSKiJTjOPrPdV39Z7uWSqWU53kqnU6rdDqtPM8LjJdjp1DYf0PsC5Vn4JjXrKaGlDM2ly1grygAdOTFym6xrwiYR/eqLwGLJ5cmwSxpK6XelxeiHmr23iqA6hG/50LYG0kA6f2jrnJE9MZxVkaTEj/dToIegrQAJQGkr57QPaEUexUgDpQETvqhU2xBIqLPzxx314jo1Tljvz9z6L1FRG/MroU6Bo9Mi5gGJ/2HaafB6wAuAkgDeBvA5Yjx3wewalz7FwBenZ2/CuCf3+vviSsnfRLANaXUR0qpIYDXMHXoHYXCHINHpriCdB7ATfF6npNOAfgGEX1v5osCDMcggPXQu+dQXDXuIznpALyolLo985B+k4jeu58/Jq6cdKROgkqp27PjXQB/iOl0DXMMHpniCtJ3AVwiok0iSmMagfmabSARFYioxOcA/hqmfqswx+DR6Ye9kkWsWC8D+ADTVe5XI8ZdxHT1exvAFR6LCMfgUf8eatwLUFynW6zoIUgL0EOQFqCHIC1AD0FagB6CtAA9BGkBegjSAvT/AVTT4JDCDw3NAAAAAElFTkSuQmCC\n",
-      "text/plain": [
-       "<Figure size 360x360 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.subplots(figsize = (5,5))\n",
-    "plt.imshow(cropped, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "B-UDgALv9B6G"
-   },
-   "source": [
-    "### Using a step size"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "XK-frzl09B6H"
-   },
-   "source": [
-    "Finally we are not forced to take all the pixels between two limits. We can also say that we take e.g. every third pixel:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 595,
-     "status": "ok",
-     "timestamp": 1616249167224,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "0NU-qyg59B6H"
-   },
-   "outputs": [],
-   "source": [
-    "cropped = image[700:800:3,800:900:3]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 691,
-     "status": "ok",
-     "timestamp": 1616249167405,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "uX0glIyY9B6H",
-    "outputId": "f5a1a49c-2376-4a17-a767-eefd9ea9fe52"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(34, 34)"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "cropped.shape"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 320
-    },
-    "executionInfo": {
-     "elapsed": 860,
-     "status": "ok",
-     "timestamp": 1616249171091,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "YVEZT7fs9B6I",
-    "outputId": "6a812860-eec4-4511-9d11-32e0b5414c3d"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 360x360 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.subplots(figsize = (5,5))\n",
-    "plt.imshow(cropped, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Bo8FwFXp9B6I"
-   },
-   "source": [
-    "### Multi-dimensional image"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "LiUOiUOU9B6I"
-   },
-   "source": [
-    "Often in biology, datasets are multi-dimensional: several wavelength were acquired, imaging was done in 3D or as a time-lapse etc. Also these different dimensions are often saved within one single file as a series of 2D images. Let's look at our previous image from the main dataset:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1373,
-     "status": "ok",
-     "timestamp": 1616249185763,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "1d1shA949B6J"
-   },
-   "outputs": [],
-   "source": [
-    "#multiD_image = skimage.io.imread('images/46658_784_B12_1.tif')\n",
-    "multiD_image = skimage.io.imread('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "hpqjgNHj9B6J"
-   },
-   "source": [
-    "The shape of that image is:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 570,
-     "status": "ok",
-     "timestamp": 1616249187689,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "HbCWy6sO9B6J",
-    "outputId": "e40bf624-bc75-4881-f513-334c63f6a6f5"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(2048, 2048, 3)"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "multiD_image.shape"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ofZAJb1T9B6K"
-   },
-   "source": [
-    "We have seen before that if the third dimension contains three planes, Matplotlib assumes that we have an RGB image and displays it accordingly:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 269
-    },
-    "executionInfo": {
-     "elapsed": 1215,
-     "status": "ok",
-     "timestamp": 1616249201352,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "7SNVrZvq9B6K",
-    "outputId": "b610113e-a919-400a-fe20-01e8d90b5cd2"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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/4zv8q9cLMg8fRvrEe+mLJeA20fu2ipDk8zCWugZGXvZbdIFAD7/1EDMIRLvY12dHJv6rwOMIxzELY+wQIV3XwjhbD306Du9iaqAI1zNGuIgS0TQI7ycHOk6OGbso0Kpwz1UY2GUF2VjMyNTDpPKYgwMSd0SW5RQngCnYKMTlO3Oi/ZjpjzmAOA/TdA5pQttXzKcz3MyJze7ixFePwZzTAKJ2LJyWss1OU7tVyTM1X1QraYIMyAtfCurkyMNSImqlB1Inkl3BZwsBkg8YeMLJuS4q017BRyxUM/glxBZNHNw18IaHV50MyFUP/RpeLeFzKeQ19BJoV/DUIGgITuztV2cwT2AWXCe1ah6hIyoiUazPkyATpQr93ewTJVrVG9NshjAZw6A+58S7kRpYDxPvBSfen9TDrQKyEyFY19pyv5+tITmew8aEum3pdabkpWU0SHHZiF7XkJQvMy2XqOqnaafH1J2U7rTA1BMmHUv2XM2jtz9L97/a5sWpJzPwGPASQhpfrOT7i0SP02q4/5zopvahj9Z8FBBDFQLhmS0wMLBgxdxYQUDiKPy9ggiP5lg7RoTPCAEf1VLWPbyRiBZiXQQj6wVQAC4EATVoaCMaJzIGOinUYzGDFgykAR2X5nKNoXfYcsaSF+HWDYP7rpfrDoy8+4dt73kAsVQs8gbZ4JjNfMRse0w1cRw5eak9ohdKJ7yCRhNEtJkzH/Xvq2qvXIge0ya69TrIy8yA7WDz9oC5k5c7feueBYjajZc+d6K+XkcIucIEd54Xu/g1hIjNA4fQszJ4ci8k7LIXj8pxIRO2U8n1d4HfMDAy8IiBDyImzB0r4JMbuOplgI/CPe8hE36EfK8I0s4IEKv3QE1B7cOz3j41GUeI1M09GAtLTvrpgYFhWzSuYRE8UgFwGcCrCwZ/UuDyKVkxIbGWns+ps0OyjgHaTJIKO7NgzmG4SJYPIbuPy46YtLv4qynMX+PNX9lmMvNseHGtHwM2kb7OEfNy0HDRqSbWD+/qCOE6TOCA9pHjxsAVC4cukKWIeeidaBQW4bJw0q99BNAfhL5R89cj76MK1xuGwbiUiQmah7FkwjvpIIQ24Zz3iBrgW2Z3BlUGnULev82gkwv4JFZiTyaJcECdQviYoRNerh28icfIszxse88DiEsKhnlBpzVl8+CQk705WR1jODQisI28GCX73k7rgMiVNL0xhtMaR0mUThpMlIfPAFFNVU2tEOnaCse0ESleIEFEfS8gsoO85F0vkvDzXs59zcMk/L5uRA3+KSMu5JsGrhmZmBtGQGcL6AS1d9/Ab3g48jKwXjPwh0FirTpYTYTIHRNNlZXwfAehvxRwSwREWqFf4TRJerZp4JiCpg/nvBS8By8h9708lec+SKXj8zZcKuFOGy47x/mRYafn6CYnLM5XcNTQmpG1h9jqOvtFjs+GOFfRbr1K5duU1TGVOw+LLVg8pvqnrzCceVpenq+NAMCal/fVD9+bQqUO34cI8dv3Yg50vfAR30YAZQVxNy+FSbaG9GfhJVjsD4kn9Yhp+nGkD44R6Z6F7QYBhlHo+xMv2ucKou3MkXe3Y8UlnHu51k1EUMyIAq1nhG+rvcQaOSOkvkXMyNkqtAYwrQQUMyd81J6XwGWDaIZLwNH8XV7092jveQCxWDbTlGu9IfVXjlmZ1mSILasSVDmKMEZPaRDN1uRB9Luq6cqKq5TNGufV8OMtov169rxpOMeEoH0gQKISp0IG8d2wj8avWODJYKNvGuEIbobtxsOuhX/uZeAueuhb2A2gctmLRtNCJu/UiUo6Dt/zOmpAy8hgGYRnzInbzvJDCRFEzrYUGfAtBBS1qSt8O1yrj0zOHcRbVufi1r3Qku33UugmYM85/IMZxbzCJRnGpGTtAqYVO21LTQamxtRH5K5i7FOczzH9FJ6cYD7zVXhxzLoXyW+AVxAp/GTony1CUB8xwlafcwpc8dJfcy9a4ijc/xbwIQMvVvAMwqdozJENfanpC9oK4BaReM786UmmXErTDNExVSC8WOkiuM0QcGkTo10T4MTAWiXncrUIsW4SQKWG9YGAXL+SY7stKCoJO3AWykQ4ufPJ2/Na3297zwOIwbNgH5B+/TXWtyfcq8XWLInh2CWC3h3kgZqSJp7ntMeluV09LiqVlGTTc6vd7Bv7aEsa51CuxBFZd48MEI+YEDphFTzeQFTbDFElLyJS7NCK2XOxFmDZAm4ZCYa6gWhBw3CePpHF3wvmSkkMWgKZKJPQRzNEg8iMfGYNRC19fCaIAFuHY9cQNf4OEUgNIjk3w28KLBsICBYJjGYS73DRiua0UcHAePz+lPb6MrOtlGFe8Wg7Yd7vcpR1KepjMEcAtLKEfJwzauWkSzXW7+J+40XKr5yQ1gJKl4BPh2c9Z8Qk6zl4NvSXvmPC84+I8UMe6ftrSF+rGXIUuIUsmIKjsG8fEQaqiTXJ6CPgCYQLIfQbgSfLw2/9Rv86ous3CfzLXjhvasXsUA7GBW+bc7L9iWC+dj2MEuE5NmsJ1Bsncn/zWri1fUR7nYaBbNtwZ/rukdvfq733AcTWpP6Y/dEESsfUiNtRtYc5wf5GOrmZ+ASntQyIJosCiQ4qde+q10W1EZ0k64h0OkZI0qGX4xXE1KRqgphBBl4/qNJl43eI0sQjHoM2Mvj0Hq0VLWbZS0DaxInmdR94FJkYBXDfCCmmmpDmcpzVTCfESTNDyNl1I5NrZGTwORcjE5UjUDtetaztM/24iUy+PWTSKfE8RnIV9NxLFcxOoN+GezNYqGHvsODqNXj9tqds1djhgP7dJe4ueJwZwmQRshzXWiF7tmQ1vQVfeInRl/co54J8CeI6r4JZeN6Kdtb3IbzewM8F8+z3kMk6Jppf+h5yJE1hjEj9JxFtayOVWI9uDa/72If3wjmWEbBuh3N1Qr+shfHSQwaIJ3Iv+8B6G3zo3BnB9AzvKTWB0Hbyjn0q5Kpz4pHrVHKfuyEYzCKk7vlSNI8DA1cr2At2+t3ABVXhvc8yIeJn5k9QJOrDtDyvyNvHUBcUlbhE+8HOLjhtTqgUaGoI76SJeE6Hvjc5kWYcCcROygkvOEiJcTiHSgclYpVPqRG07yADVF3PJTHOYgmREh3kme4jbtcFL3EimYHzNdxwIvXfQP6+jEjAC4hXpxWO1WzhNtHDoM/dNO1myCA+F2IdKi/qrWofHYL9jwCIgqSaZMoVXUDA7C7iFlzxp/mGMSIBP4BwMllbiNaiEml6uOeYfn2fq702g27NYOy4cmfC6tUFjswKs6VHMJsp+crL1C++Tv57D2DumDV4hevhnaTAn0U0qrvA7yOg/6qVe/mEF7BbCfd1jICBRYBSPVQdA5cC+Fw1MrFTD497eb8rwFdCf7vQL73wfufh7y7RZdsmtpPQfwOgnMm2Kac5vfsIUb4Q7qkNHFUShHjiJShPx31phLu6jLjzX/EyHta9bEu8HDc1cNKwV2sgn0o09HFT5fwB23seQFxdU28f0Nubi72YSOdqwptqDjpg345QVtNCJ89ZE0abTnwFINVIlEw9JGotGTJwS2QwzBHVPkEGpb4T5U/OIQOjTcPzQcwzOUEm8poRM2QHCRjaM3KNR41M6osBkO4gE9Z5IWXPIXb6qhct4AExkxRi7ECzqUdGc17Uq9JHpOqAaH55RAubht8dAqYXEVPKICCk7mF9D4cId3PewVEOyzPYzuVZt4JNPntQ0elNeM51cIt9RksZ80urLLdrUneL9t4OB7++zfyoolfL5MzDPS0ZcZOvIaC4hKQZ3EYkcYqYTRa4U8k+R+EeVzPJc5ohoPBI+HsJ0eoM8IeJxN686CREHy9mwIcJZLGRsdgjxnmMjMTC1ERTKQ0a0hgB3UH4LBA1oUm49kthm0VyYxbDccY1SgCEVgWge9NIxKrGjJwP/dEK9mdixDNjvZhAyRzu53KM+XH2wti65uoLR9wcOYYm1LdAJnDTZesaH/2tCRhnXZBn29k+1KhNjVbUrNXzRHevSuENIuml5s8UAYuLJgz0YGKcECMOVZJrCPRbSXxE27jyMmF2vJRx022fQriES14A4MjA+TDQHkc0FVXV3yAClZp02h+ahKgaUp/oGleTS+91iAzsBJmwS0R1/C2bndPgnCC8QuXBFbCVwmwKF3M4KCTa03roDR3fGI75+faEZ3sJ21u7lNOCauxZmHsGiCehCPe7Eu7zIwhI3Q3XeyPc291UoixHSGLhqgkeNSPPWHt5J5fD/oWBFQP3nEj0oQnmYC25KD0vwYCVFXNgAzGblsL1N0Jf3kK0x31iVnJCOD4A/hoiTFTj0LGqEaid0NcOie8AAbdbYXwoT0fo89zIfr6GRSPP1TGwb2VsLBoJE1hzYtpM9X4S2CtD/MtDtvc8gCRFRXfmGIXo02b0pNrkOtlVKqmW8HbemO+3ryxyPeVZNFpxlxhZOEckf4FIYosQvCpZWuF+UyNSLyVGdDqilFki+vfXgOcQoNkO25aNsPnbiGbRQaTdipPvOdEDkiAuvb0AJjkygMZBGqs6rd4r5Y40/2WGHKexHcqrjMLztpDJm4e/94gRminRw0E4tofEMzxAIil3C+FdfCITuQSeQjSuFnAw8/RnFVcOK0oDL3oxNRIj19tB1PLHEA7oSyForlPItQ8Q78uNUohUjLg8tww8mYbozy6cH8LjlQD8HyCmwX0j6ny/Fvdrz4tJdCuT5LYPeSE0f8XAAw9/ysf4jp8DPouMuT4CZB1Ou88XvNQGGfg4TpvmoSeWAmi2IwSQsvAuWz72c44IjinRFHuAaEAryLVcGAsLyDjQ996fwJFK4ods73kASec1J4g6qgFdChCWaGL0kA5KiO4vBRHtH9VOmppKU0uh8X9CZOhrBMm74foqOabIALiASJQk7LOBkFOVj1qAIWocECeuIYbgq+kzCfffCdea+1ibQiXPQdi2hIDYkZd7ODJyrJpTIITiEjGqVPtCQ9sVNNQcVM9T08NkkAHZDffeQcBDzTrdTyeMDe8kQUjvxIr0rxzse5hOxUbvW7jlBSCfNPCYDyYEksV6JWidphaArJC8k01glsBWAs85ee4HXiJBN408zyCB25WYhTMPr9YCIgcTAfYvGeFvZkjNjiMvfb9iBdTUK/UBD99EJuaGFRNmBtw2MaHzG4g2c4KYlxqMl4bfpghBe90LmHmk40qiSx0EePrhGB/uwXsBEcJ7emtbeA97RO2XoOHcI7rxl0J/HQZQrMMxbYJXhodv73kAKesY8DImegRUI1CvCUSwaHpUNCxdEf7tgse0NeNDdII3TSKIA2OZqNYvIhPpkBix2vdRM5r6GLzWI6iVxNiJRWJsyAECCGpaLCJxISkyMIYEFRwxYW6E63SRiXUQNLTtxrMYBNRUy3HIgJw3+kj7S/uzSZ5qBTcF0ASRiCfEmJI83Bthey98PAFEnTxLy8g5L3uJeSnDIL9o4BcQ1fszHr6OSMsa8RIshOd+NPT75w38YiIcyEEtJOpVxH36+WAT7NXwfALnvJQuGKew2bUcr7S4t9Jh3M4oS5jNCq7vT9icl5yMHKMKvuVkol+08PMOHg82Ze3hghFN8yCMg2sBtC8GSf9lovalmkKJmCBPIqD4houAq/sRNMfniNqsDtACqXx3ckZbUG1Wdz1CwKJNiDIFTizshetlRAJ2hiSE/jDtR1qV/WHakjX+SSv1EgqiC61AOqeDDGz1pauUVvNGyUN9WWrPa00H1TbUVoXT9S6b8SDaU7q/mk16LpUONTLIKmRgF8RgstxI4FKGDJA+MqmGwG0vXpdFH2tBdInuvx7y+wVk4K4S1WUNpFMe4oAIFgqgSqgeET1A54nmlAv9O0LAsEQGoppy6jE4IAYfKfBMiZmsakq2jHy/7yMntB7+JuE81xFQODHwopVcmqYLPkPA70o47mY4/xICHmkiXpcTH8oIBK3hEwZOErjQhTuLObeffoxk9TqPbjoeLFzllWIDM2/RNjBYm3DBv8mj/oTjB9sc7gyob22zcGcCpedyiO9/Ikj3f4HwNqohDsOzrCDpBH8Y+sF7+X2P2FqIhqUAoZp0ExdSJCXhCAkanPtQVMjCtDnhrZCmWXh/zWs8igiRNmK25T4GoulH+9gA9UPWRH3vA4gxfpmoRiuiq22+SBzAqh2oFqJ1PLRzm3keSo6qZqCVuSwxoU7P0SeGeA+JKn4atunEXSaC2zJCZs6RUPXch+xb4E7QEgZGwq03jeTWpEbiS3RA9Y0AEMgk0hiB47BdtYHz4fn2Q98oQZeGwXc5HKeAp8SdTnp1h6tN3Wk8u9a10ElyRHShaz8rV7IW/h6FY9cy8JXUymjWE+kSI2hPELBSAGu2c8gE+ES4/m0i+HSsTNCL4bmtl98/YsRzNcsNxZMbXPrAE/zuhQ8wSDdp7YyxruaOO4edrFD5Y+rqgMpVLCzVrCz02G/N6Jsxi4tH5AypvniLC195k/VxzT0rJQg3PNzzMQFxZGHfCaB1DHynFpPqmpf7Va/KjBiBfE3foxFN7KwiYBFNQrXAo7Dv2cSuZS/7qAYDss8iwhMNjYy3p5EAub0zp9Dmf1wBpGOMX+N03IZOBA0a0wCuduM3iEg7IE4WHaRNdV0nbN3YpsE5bwVlBc0ARBrUCEFlEDV3I0ikQzUpjAyAS3pvXnJbMmKCl0vEBv0SYnrcRwivLgIWCSJpt8MNthBC1XuZdDVhAplYDWuBGGswNXLdy0a8FDMfw7kXkMF0iEhLBUHlavLQnxUxonWfGGGrAKahBcoR7YdtS8C6FZX8gf/BeLrEyLmuIvEjbwAvh3M8hjzPdS/BVSep1Fh53MFLKezmkK73sD//U7jen2erGHDCCfngDqPBPgwfZ8o56nKJtHWT0p7gBgPMcp/zyxd5kKZ4W7J0wXKl7lDU5yimv8Wj//JfUj6YcT4EhBkTijK1wEzhFSdRo1dzcHP4hocnrPAml7wIlEMv/Mgk9G0PmFohaI9NAOcwxlT7ukjwvjTBo/H/BnEsnMWXJUR4DBHteAm5n7fjPB4WQN7zHIi6E1Wya8dCdE1qEFjV2FfdvWqj64N6TtuM+lEg0V4skUm2hACADxPbIKTcupfJvIq4xr5jJYdhNWgazkbi8flEQtM3glvN10Jm7SCk4ocsLJQShLUXJn2RxCI+i7Ukd20hocszHzNqLyBa0IiQzxHu+3J4wE6QcJr8lyH33CIGPXVDXyrvskd04XpiiQTlQ9RMUs+NJarHWskMxLQ45AcED0Ryp0aKAW0hEtwQU+FvAhc7YEv4eAm3euIpuV9A9vgKu3/5r/Hg7p+i/vaEjCE+m2HcLoO0TWs8Ze4WcOYAU+7TsZb5fEg5alOOOywt7DJevcd8+3H23CbXizaj5Z+m/Rc8/LPf4ZUHM9YRF3HqZfJ/HtGoOg7ahWhitREt5JNIFbZvGsmSXiRydOvAjoupDM+EPp0ik343/N9CPC/LhKjhgBIqKK9xmvBWPkq1uh5Cqo4QgTZHYlWm/rRp/jDtoTUQY8wV4L8jmtH/0Hv/fzHG/CfAv0c0/f5eKGOIMebvAn8bec7/tff+t7/XdTJjfIdoeihhVxPNGY3wVO8LRNtOwUXdl0q0qu0OkVxV80XdavpdSdNNvQcjL+FqUFNPjPy2hrjUfAarC4alzYT2QsL9dsLWsmE5txyXCXliaLuapcOC+W7Fg/2a0dDjnHibCiPq+3p4rn0nkY9vejiyEviz4aN79jhoIC1kgF4lgsGQyKcsIQP1yMrvqZP+OEA0h6rx7Gr+TYnRrD2i50iBV4lo5aG0f4tw/3ca7+RtmxHzQ03GDeAniYBxK5yzE65fEgoPL0IylTiSFzvwZgdOLi0x+Pm/TPHgOcqdZRg4UrdNZickbouTrCKpLzKp25ipo3YJ/WwEy2NmPUPrZJWVZEp7fY/55OMUecpyp2YwLXls4y5rfJo7v/EC83GNK6WWy74TgEtqefePIN6lBSuFrA+dAF7iovtbCwnlxJCAlBhqbpGJXgC/G97hOQRQlolmLIi21moAgYY1LBETGtcRPuQYMbvWAwenAnjAHwMHYoy5AFzw3n/NGLMIfBX4y8C/CYy89//5mf2fBv4HxKS9CPwO8IT3/l154NwY30c6TbUPVZ016nHNiOo/5LQnpqltqDmivaSqvKrr+gJ7RAmqGo/yAdcMPB0m6iuJSI5bwa3zuIcP9A3n1lIGT3d59bkF8k6b4iijvVWzuFZxnHY4GSxIdTFT0yoKev0RNyZjlmYli/dK1sYlDw4rTnYcr888lRc7twwegDeRSdWycMFK4NN6ePa+F97lGvAF4gRXV207aEw9D68Ycaeqba4D0HKagIY4wDtEwliJ6SIcP0dsdOsb9VCIa7G8U7OEMn1EbmAJ4Yf2vJgFXRfrlq4asefzLmxZuFlLFurWSs7+v/OLVFsXMa9Y6ukKrXqBVjWlyjsclwkrtk19scPR7TdJ5j2cm5Gl6/T6jrr9KuWgA6aDt0f08g3S7hRnSzrFRXz/Dk9duM/Wm1/j+Pfv0K/gQi4enhc9dMoQhWygk8HPFPCCkUJBR0aA9MQLQP5FK5G5Jwj43A3P2/UxIPFG+KtgQtj3GAGBxEuowImPnkngu+wYg2ipa0gdXx+255x26//ITRjvvUZM470fGmO+Q3zWt2t/CfgV7/0cuGWMeR0Bk8+/23XUJldvikYi6sQGUekVeROiVFTT5C2mOeyvHhR1X3aJi0sRzn8JUf/V3l0CPhxO1PXiLVk2cD2FxZYhuZJz+Es9XqiXeS1d4mB5hXFZUs0SOr2S43pOa9znznyN4XSJum04NzuA+pDvLI3Ie5Z0wbKaTFivCp4YjvkL3znk5dcn3B57No3Y+CBE3vkMdp3EKBwgGhAuFA6CtyqLbSCqYBWe54GROpoay7KOgMc+EWS1r3vE8ah5PiWRSIaonSXEfJRpY98U4XqoIzmr70nNJ4MARIpkHF/yco5DJHpSTS0PzFJZWmPfgKuhlUHaNSS/9Cz+eIX5myOYLtAbGqgSFloT9tIZZnqDwaymPfgC+fw1Cvc/w/qEIjsiHd1n3jogSS+T0MZ1Jgzq1zFHcxbdGrNOQTp0nLg2KxcfYdjfYvGwkgWjvKTM54in6C5SFf/TiEayE/rzU6kIn8xA7aRvX0QS/c554XSUP7oU+v4aovVmCBhdR3iX1At49gK/lSEV7I4JgYsIAd/z0UuZEFfKc0EDAr4LcH7Q9kfCgRhjriPpAV8Efgr4O8aYfwvRvP9D7/0R0i9faBx2j3cAnObSlkqKZo3tOgjVlJk1vqvJ0cxEVQDRfsqI7kYN39Ys2jUT7c/EyOAfOOEevpTCHQPPWfhky9C+kDO90uOr633urK7B1Qu8+GLNbN7FDzqUnYThXo2bl/RtwqA1I52XdEqHy3LmvkfOhPlwzjAtGVWrfGtwHle3afULzn/iiJ97+nU++pkH7O1WPOWl2MxxJQPpEeB2cONddGL6XAtaiboVawQAV714eE580Ey82J4aiNTkmbQ0wgIRrCeIxGxGsGpkay9cK0MmvYbll4jGU9enVWyNaVlEikK7IAmWw32B7HyO6Im5g5hqj/aktmp7LCbYbgbJU+coz32I/EUHk/s4v8nYp6zmh3TTFksnSwymYCbbeH8XW6yS22OK5DIYS5XsYf0arhjiOwnedDBlyrywYHKWxltM5yMO002ubWR0LiwyHx7RSsBUkuZvEQl/7IXoPQ4CZuICCDgJJ3+uFq3v04hmkngBCk2kVE/hMqI5vIyYqh/1wmsdIzV3n/RilujceC70VSdogbe8TLBXCNG74bwPHZr9Du2HBhBjzALw/wP+t977gTHmvwb+fri1vw/8F8C/S7Qemu1tb7+5tGVqjNf4Dohg0AwSKxvbm54V39hXgSgNn46RKMJlwvokSDZj24qaPEDAom0kKvFpK5F9Ty0n5J9c5e7Vi7ycXOGFyRKHQ8vo9S7F+Cr2ZAAHFWXVw1Zt8CU1Y3YMOKakdoFONifzR7Tmy1TlhMPrA46YMysLaKUkszGTqsPJ0RrD1PHmn/J8+Pce0D+uOWfgWwm8mckA2a6E3R8jk/JVJ4Ny04oL13tRW0vE9m7mk7xEKONHNHfqcJ5lYsSjur3VBNQgswkxLV4D4fQdlYhWNPExylV5mFUr/ZqbmHi24uWeDsPNXEQ+SYj8fDrY7X4mZRIfJAF8NhPMLzxN8YKlOgRGFygnLTouYZZPOElXaXcv0RruMzNDSlJM3ifhGolfx7kRhbtE5goSc4FyUGJ7U0zvW5A8oKozxvVlUtPjhD5ux3FxdY0tf0Qr1JE4TKQPZnPp4/teuI9N4KMGbobOdcBnAphXCJinoS+/Q3TdLiDjT2NIZl60lR6SVNnyMTZHidKbRG/kDSKB/+fDu3sV4RhOiAR5Gt6pxvQ8TPuhAMQYkyHg8Y+9978K4L3faWz/b4B/Fr7e4wdc1hJCdiOnCU+11ZsuWw1bh0i2NgOSmh1WIslpmt8xMqG+aComwK1M4jM6TuomOAfj2lBebPHVn32UF8sPceelJUazTVI/p2UScBMxZOtV3CyHWR/jc7wpMMkEn45xdog1M4b1ATY9JqsOyJzFTw11r0vtzmOORE3IlsCmM6qyyyujDbgx5+O3jygOK5ZS+GVgvyWZre0RLDg4yWAcRscbSC3P1EvMROXBu1gLFaK5obEw6nnSgDW1wZVI1T5XzWOR0wWolYDW0H313uTheh1EqmaBxZ4aIYFXvKjyUwNXO5AVItm7XqTpclDPux5ulVJAOt2A8xXYJze45y9QHx/Tnq0xKjdJ62UsY2q3wnB2gVE+pp8e4ufnKMwlaEFZGFJWSdmmqpdIcNTmOr4q8PlXsG5OWueY2jEvN3HtBezMsTA0VL0VCc5ysmTEipF1kRMj5RHuJ7y1at0+Egk6RVz7fSf98G8gWu52AEwVgmNi1fcpobAzMa/rdSd9vhP69Vzo8+vhvb2BAM/EwKvhvF3EVP04URCo4N1HzIaHbQ8NIMYYA/y3wHe89/9l4/cLgR8B+CuIZgfwT4H/3hjzXyLC5XEkBOLdr0PsXI3XUFVbCwlpUwmaETWRJnBoTEeHGNZ9BbFVXfDhtsNgbnlxQ5oU0txy94krvOwus3Nrk0O/yWSW4gpPXV+gqoZY60lMCn4NLm9A5vE3TzDze9hsBX/hGn7nVUwyxlQZfjSnyhPK2pM/WMVm50gPNqhmFsd95kVFx/cYjiZM5hcpsx7JE2/yoS9vURWOuzVcTmCpDyYLVagqUZO3E/iFBJ50Yhu/kYgHxxJdjzUCFg4xcVIvg7UiLuWg5qACgkbzqocKIiCrmaPaTQvxDBmiydgLx50YyWpdNHCtln3uhf0X58ITrAcNpY1I5SUkH+XQCQitHkGnY3nxY88weGWZejDHuz7UXVyVU+ZHtCbnSKtbFDu/Dv4JlrJfZuoq5vMFvGtRZyeY6jKJTzD2Nqb6KjYpsNZSFC0W7CGzlqdMlqhbn8RW22ybB/SLMZUFbyFLIZ2LmbZoxA2/kkqxpCo8U27EXb8e+u+2EeJ1wQr5XiCawSD02wMEAI69mG5qYi8lAXx9KFeA/O0HDbPlJWAxDe+2Z6Wq3ToCVp/jtPBQLvCHaT+MBvJTwN8Cvm2M+Ub47e8Bf90Y8zwCmG8C/wGA9/5FY8z/iGjOFfC//F4eGG1NFRuiFqLBX6qJuMY2lZQQo0YVQBYQV6c3EkVogOcSmQDfthJluGHhagYGw93VRV6onmJUXGDuehRukbrs4WYD8PfBt3F2jrc5vkqxW3PSa128vU9dvUJlV+Fqj/SkQz3tUZoTTHlCmhkSDpmO+thiETdbwLsTWDoi+dSfhU876qP7VNk2wyKjGp9w7dwJvXtD5omkbX9nDhsOvuJlUe/EweVUYijueXgzoOpTLanE/cpM+uYIAeAJYmZoPxZErUH5EBv6TJn7CtEIBqF/W8TEvFVi3dARMY4hCe9lDzGrztcxXyMNx1nAVSJd7wIul/d0x8MlI/U7jkp4PRCIdnWJ3fxZxnuruNkMM7tJmz7GPE1nvkiVrjDhDZwrqZNVksTRcuA5wqXbpK6Lsx8AbmH9t/HJyxQmxVV/Bss689UVrO2TjcBWL1J2thj3C8qdEeu5kJGDmYTPLyKm7yJSgX4UnjdFAg1fRQpn54gmdQl5b2tIIl4n9LWq6Pe8mCL7COC2AtCUXgDlfDj3XUKEbjDHR8h9tREiXefCBqKl7IR3uEssGaBu+odpP4wX5g95e17jN9/lmH8A/IMf9FrqVlSAOHVOonaiH/1dyVY1bzQBb2LEPryRwJUM3iiFeLzmYdaW9O/Ey4vvtlI+M1tmb7tHXU3xpofjALJ9jD8CHN49hi07mKSE8nO4+UvMpnsYSrEbqkX85/v47vPQ3Qc3I+9dJv2Fq5iv3cXuH1MZQ5VVuPkypM/gPltTHw6ZG4ubXMJU21TW8tvZFT7aeZVLs4qvzOHyXNTnTS/JY5c8jEqpx6lu0NLBhUIG46qXQfs1xA048hEkTohLXEIk6DJi5TQlW3vEYsD6bi6EYw4QcDHhNy03MEKuvRC2LSAJYiaR6vFl4BLaFlwprtExcJzCXg6PFPBEW0LjhzNYv9Tj5rGDbIu0vwllxmwyIa3mDEyNyXZplYa09bNU1WXqomTqV8nzB1im1O4KJl0im72BNS/gmZJ2zuHSDrjz+HmXupWSYknsITadUnQLWicT2iWMgyp238FKW0jdS6EfbQp2LuPsxIq3xFaitZw4Wfsnt/C1ShIHNYZmm1hi0YX+qr0A0+06RpEaItFa+pjc1yWYfuH/CTIWNIYnafzV7PWD75px3397z0eiqkah5sjbbYdY11S1EQUQPdYRXwzAbQtjK6rmJQOvOSHrWl7qQTxSwTeutnhl/Wm2dxZxZp/aJPhqAPYiOIs1bai7kJ7g3KNYs4Gzv4fjLr7MMX4FyxzqElN0IfckdYlNM+zCh6nLZer9PnZ0QFK+SSs9pMw7uP0U796gcktgLIYaYxYoyorjXosZGcdUsgpeLtKo7UQSnmRy/1VbCMjro5Ci7gU4R1bCwqeIF+AY0WTUvOgSTRUFhi5ia6t3SoP4NMHPE8v5HRghb1XT0yRC1WAs4qlpGeFlLjnZ/64BU4r0XASMFxDqIsFiJ/MQ1VqIC3KhB+fWc/LpEMcattqgLh7FFgkJCZgv4A3YzuOMnccM56T1DMcxc3cL4w9lrDiH7TxPVmZQ75CSUrqE3Mxwg4wkOcRlBVm7Q7Zygj+5zfqDAQeJAPNiSyKLE2BrDRYOYNnBrBBz0hippbpgpHrZnQ5MSymWXVQSYawmoed0Ytyt0MdPh+8nob9bYUyPiLktHwz7HhL5rDeRHXMk12raTMUNTYHqYdt7HkDgtNbxbl6npjbS7Bg1X9QL00IG6H3gt4G/CfyChW9ZqUC11IYvtqF9Y5XaPIIdTDGTE9LySTwVzvagPEfCE5C9SkWBsV1o5xj3IezU4kkxdgHjWxi3gS8+gJ3OSdMJ2CnVwRbmV+/iyxUq0yOxFzDlTXzrLj7dxJYZNp3jXIHPD/F+Ts0lRq1FyvU7mDtTOgYen8DtXNy7ox6stWBjCp8owIaam3eBtQQu1+L+fR3hRj6AeAKcEWAwPhYGtsREQeU/NEDshMg1KcGqqrDxInWXEDPpmOgFG4dzdBANzyAs+okX8F5BPA4dgkljQqh8Do+ksJPAViFrywwdmJkhn3UozIg6gcKuQT6lnlWk6eOQHUN3hfRogsmWqNwqWXIfm5UkdYZLblNXKTPzNNh/HZduQ/q7WPM6tVtnTk2dedL0CNeZ4Fmm3D7moCpxARQ6QStYDabwACnVuJrAei15QBu1mA7bQDWGG0ZA8QVinQ9LXM9GXeUEDfFbxLKLHURj0Hoxz4a+fRopI6CmibrNFxPhvFoeDgN4qICwJq4987DtTxSAeN4dQJr7B6IfOM2NFAhhuGCFOG0Bb5bwKQvLCbwWgpQSB/7E0t4wYCek8wqTr+HMJWpfUPsR+D2ocpLWPt4f4VnB+Wv47CImWcf4QQhs8Fh/BOU2tVnBmGvYv3gd/+u/Dm5EUpTYuo+btvFlH2trDBXG7JPQwyRzTH1CbvssLS3SD2XpZ0ZIthcdJB1Yn8mauFMLtxyYFiwUcCGFtA2zkXia5rUkn60HAvM1L5J+C5nwynPowNpBBuQKMV+oSWyrqaMu8szCkYukqiHY/sRckCkygM8bCaKaGthNBMD3nIDcKsIJPDmTRbO+nYrn41wuC5xvD6ZUj6SU0x18+VWsG0HlsZnB+ApvdpnZQxK2IN8gmf48cIytNnHZGEeFySeYeonSTqlNSqtcopvcZp5ehHwd2wHDGOo21o1xu6+y3/MkY1k+cieFdgqjArIDSbfvINrJPJG1W7YQ00ZJ/8yBTUJ/hMndRQTaCAHuzEixpbt1LNx9RHQKzBEi+gUnffS7oX8/ToxM/Q7i5t8hBu2NiLlMWTCNziglP1D7EwEgEMFA/34vIFEAUempEtQhCO4dLBVynntOlocchgo7myn8aQ9fPBrh1o4xdorrpNStPXzZh3oPZ7bwaRvr16A6wpLhJysYN4P2IuZnEszLJTwo8FmFdxtY08VVx5jpA9y/GmL8GvnHL2O+eod67xBf53g6eFthkjF1qw3zOZkvyW3OQr7BwuZd3nxhxFUvZkkvhY95eKWQyXW3Le679RKeLkUj+IqHogXnc3h0KEFxVSJ9sO/F/XjsZYCq9FJvSgfeWlhc08abmkTV6F/V+AoX34+CyiKilbRM8JAZMbGOkeuuGbjUEs/XLDC6C3MJxHoJuODgYzVUKcynItUP7w5o/ynHqCywo2O8G+LyLqZ8Hsw5kuMv4I7OYcpHsfUDrH+VmiOm/lPgXyFPbmL9daq6JjNHkO8yt2sUpoC6RdtUOFL8wgjTciTVy7R271ONQh9kUNUwnotptYBMyspAP5GcpdrIb3MDj7alEnsHMXNqL0uQHhvhURSwE8Ji7HXsUw1R0D7tI+HwD5AYkSHRld5HwB6kwJKmgcyIEb2H4Zjh95hH36v9iQKQpkYBp7Obm391WzOwSQEkISxEFVxexsjLuRls7pGHR0ph1Df3R4z7r7DtbuBai1DvYbMe3t4j5Tgs8LOHTVew1TrGb+Jsh9pN8fs5rvLYtA++wrb2SP0dfH1MXWT4u1N8N6f6QokpCqr2HONqzOQS3tW4pMDMa6y5DanFcAHby+j5L9IflrLsopWozBuJcDmDrmR3JoWo1i8aKSxzUELrQPpkt5IBbrzY2K8ZCeQaE1PC25wGXC3EpJJLq2ANidG8mhfTjABu8lL6DkZB2qZetLxVYuj19VrucQ2ZgH/QkmC+fQPbE4nYvFALX5I4sNsTluf3OVk4x/zwHi59QGJvkFgD84uk9ifwZkCdQjHPKJJXwDwGpgP1I+AqbHtMmvwrMBmt9jHOrVKmjwr3ZHfIzZiye0DHbJHufZX5fI6vIKmgXoDeXJLnSGUd2rqQWrVHXnKU8PIOBl5C75+38E9qAY+nDbzsJOlOx2lCLJrVHPvN2JvzRNJbHQTL4V0cEs0l9V5C5LceCe+hqQne5+Hbex5ADDFASUHhbMKc7mf5bs1Ef4cIINBQr71IxmFwg/WM2KGlgayuubR1wMGTT3Kzt8F0MCUdT/FTg0uvUpUVWXYf6xaos4LKvoS3G1AP8V9N8FmKSacYdx5v9vHZHq5YwM67GL+AMRWmM8JTkyYVtRvj2h6qbWwFprOMTa9i6yNavQOW1wf4F+6SzzwTI3b2I6UsGfnXEbu6qiRIzlqx0etKygUsBWm3ncrg3atjmcBdYl1OJZszZJApITfjdIq4aiAr4buqxmp7q1aig18zezNi4aNjYu2QjQDgbWSJgqVKojg/5uGekWLHsyU4qmHchckDcDNH+pUv0P3ZX6QYb2COOySzTep0iLdfwJXr5EULg8PnI9IqA3MOKovjPMYOqP3nIb2LTS5QdStslZDXU+p8iO+tQPGAjb1vkZ7cZn64jUlFm/CIGTW3IRcmDyS9gaMU6gSuVUJ6HhlxXY8LAYuLObxci6b1OCLMxsQUDB/6rIeYeXgZq33knc2QuBklWyEW0G6mZngESJSjGiF8ymoKC5WAjeYiPWz7EwEgbaInpWr8ry5E0/g0vS8QbXQFDt2mtvli2HbZwetGEnp2HJQWThbhqWrG8x96GfcTG0xeLZh+LuNk7zy+uoDpHMF8jzq9j6Mv13bbWGpskoC/jC+muPQ7JNUy1VN/EyZT/Oufxdc38dVl0lkC6T74QwwptD2m6mB8gannWG9pt7pcWN/n8tHXWXl9wmNWVnfL5nA9ga0a/p8OPlhKhN4zCGCMajFRbnr4eibRqned5M+87KWa+a6P0k4jSksikVoSV/9zNgCHixGrJTKQm1XK1PMFsXxkE2RUmvaJOTX74TybXThfwGolNr6rpZ7GHQ97R+KWXplJvZDKwewru6x8/C71tecpi3WKco3a3sOabRw/zbTyuGyLvD7AJkdUPqM2T+CTA0zrt0mTTWr3qBTysEOK9pjEVKTpA2wyprP3GdzO69iiIG9BmcFiHlykkwCmFvxcgHAK+ETWu3k5gHjHSej+Y04E1eUSfhapBp+bsCi8Pw0eywQNw0g07nro0yPiMp3N5oP3SzXAxAgxraDSDe9zAhQZ7FUhWdT/cCDwJwJAztrYqlVoGDWc1j7OmjYqET2n05inxJf2GgIkr5WihfQ8bAwgqx0rv/qA/8X273Inu8AftCx3u6vU8xnHeZvq0jreHWN3d0gmN8D28LXBZi28uQwVeHObxB3hX79E7a9i7Bq+Am8T8BPMbA/sMaZzjjwZY6ip6xm2Pk9vGS6sHPDM/je4+uIej5WeLSsuOp+L+/aqlzVA2kbWWvn/IFLvhpf8nvsJPOEk4GiegS3ggodtF+unDht9bJABrOCgoJ0aqcrWC/seEiOCz2qDqnlkjfemxKsGlS0iZQk6XgKdKsTFedeLq/ZKJZxJJ4deJVGok1qkfhGi1ZZnjvzXvsri//w6u6M+R8aSTM9j7ZS5r0ndNQx9nPkSs9aEZPwyWfprOPvz+PRnyJOKpOuw2S2W1g4YHtQk85L2aEh79EXM/l2yqaPKoG5BewjzQlzitZdky+OeaHqLMzGtWpWA7Y4RgOgjMS6lgY+44AXx8MFUAHIT8QaehH7phXPXyDhcDe9Hg9PUG6bC0iI8i3pykvD9PKeLX+u7cdNAlHvZ9ywY/SDtTwSAQFSPFTiaJkvTbFHp1zRd1NxpdpYO+JLoS+97mRT7XvIbNieSefu5g5qTf77HtWcqdh5L6SU1905GzGyP6pKhNuDykup2G0wbU7ZJyxEkjjptUSePkLh9fHWMqed4f0zSq7CuTZZPgRXKsouhTcu1yPrbZEuWDTvlSv8mve+8wNILB5yrPbcQz8tFJ4PxsBKwOGdhuxaPykoSVj4zknBka1nT9TUk6UpjOYaEClecTrNXl/cg9ItmKmd1rJg1IhKocFrTa3pl1L3rOZ0AOUKka2WFrzGJ5BwlTkyxaSYBY7tWcmOeRAoWZ0byT+5YmGTisclvD9n4jV8n/dd/ms65i5R31qmOE2Ys4loOP+9QunNQVtTdGSQjsuR18pWKPO/SPrePGTrag5LOyQsw2oLBLsV4Sh0IHAO0ppAkkLTABIa5NGDq0DeJlBfISzBWvh91oHcsHq9hLu+hX0hgWd+J1vKskUrtr3q4nwpgTMuoMRwSCzGrFrdH9IIpSW2I6x/XiJmj70Hd6Ge5lbN8yw/a3vM1UTNj/GL4XwkjJZsgSk0FEgULHdCO04Nco/B036Y2owM8R17iBnA+ha6V5Q0vYehdaLO4tsyXz63x8toNvtheZ88fMdhqMxmt4+aL2PkiSTUjTcdYzmPzBUx1F2sLUkoyM8InBUmySKedUbcdxuyz0Bqz0a/I7C7n5jtk3z5m480JvWnNuJZU/cNE1jqtkIk99uKq3UG0gxMkriMLHXIQnvOeEQ1k7OOavp64Bo0jFleCaC7mROJZzUbVJFyjv9Ss1P40xBKTCupdIvirJO0SqsWZaAKd93A+kQXFnRNPTI2sG/NRK9rJIBEAOakkM9c6sOe6LPyZj3F85eM8uL3I/sES1djhfYtsPqZyB3h/RDtdJ+tazPKMqq5pHXyTdOsWSXFIsTumV9e0anHJTsN9lB66uQBeuxDeKbfQKkUj6iSSFZ3kEkFbI+ZBkkm06PpcSPt9QikDDx9JJPq5h0z2npN8ms8Cn/USSTw0clyJCIDmu7MIcCwTo4SXEN6jDu/lGAGJNpGw1jIN8/DO7wKjH9eiym1j/DkiSmoHwumw9brxgdNeG91uiDVD1DRqlglQ6dlGzIFFD48k4qtfQaRGK4flzLCWpax9eJUvffgxfje5zJ1xjx2/jh+0YbxAZ37MbFZi7Srt5SlpZ4qd9FjNTlhIarpLd7gxHeCKEc6csHQy5NrdMa39GRv7Je3SvbVCXGJkoGwh9vZ2cPltIzEFT9SSefs5LwNmZmTAH3rRMk6Ia4RkxHKHNPpBQ5srYmp+s7aKgkbTHNQ+U0CuGr83OSgFZnUhqikJscxfQuRFHLHA05qVzGiDgGKKAOiRF0C1Xj4HFu6k4FuG9Hof89wj7LefYby+RDHbZDxzZMPXsWVJMcoo3E2qB3vY40OmJ0OYVWSpVIAr67DWsRFNYlrKPU+9gHOSicbUn8vqdwMn99yuxeTq9yQ4rj2BSVtiXNZrIbwrLzkqPS/8yIqXpDLt13Ym5tAdJ7VAkqCZvEgsFqWlD5cRT85OeO/qeletQudCDyFrR8Ts6gkCbA7JxZn8uAJI3xj/mJEHrn1EzmZWqOd0WT79qPsQTtvnKmlVC9HJlBElYk4koDrIQFlFivZsGln3xSVwsZuz+eE1dp8/xzfyy7zS73MyzFiqOnTSDs+07nLp3ussvLJNOkrY7RtO9ud0jgasDiuO544JnlktIfWlAZfBSS0S7CbC8G/MJHL0mwl83cG4kmf5aR+WDggDaRcBDJ2gI05Hjmr2pQKykpgKpBoXoOaeahXaV2dHy9n+bbZm3oWCjJYFUKBQTmSRuO6MZgKXSAi9MbJo0xPIhPpQuO9VK3klORIYeD+YaW8uChHuasN8OWXWykmtgbImoeZ44hkUFX3jWUygHgg52vVS2mHuYLwgE9nOJZ6j7QRMEgODlgSKZbMg1a3024aFxVLGhQ9emdVC3ufIidZSWOhUsu1xIyC47EUI7BkxG48RYLlAjNbdJ5ouJ4hmOTUSv/MGcRGyFqGIEwIwCuAJ8EUj7uQE0a41y3oEzH9cAeScNf6XgK/7YDN7GYiayOWRCVBweu2RJmCoOaO/Nwk+Vb19Y5uaNB1i7QRPTF7aJEjbRGIoVq14Cj7USbh6sUXda9HriCh5/daQ+W7JSYhwPXBwz8aYAGMkdT2pYGhloM4z2HLCXVxOQ5r4TMyXLSsSzFYiVQ6BP/Ay8DQ+QCfgId/NceikVY1AwbQm2s8Kyk3trNmnZ1uTb2ryUmf5KL1eRmPZzsb99MO2AtFM2uH7BFH7W0i8yAd8JL/vIRXsr3ghLI2DgRXTI7XiUh0X0u9JIp4bY+E4IJufi+u77MjxdSmmS9WTKurLHbAjKZq824W0EK6sSAVksqEE7bUSOF6EhYE865oDb0ULXK4l8a5vJHmwF0BPV9O7Aiw5EUr3vIDMXaQ4VB8RahlxLWGPpObfDH3SJbretd90zN5H5k3uI+en5QOOiRTAj+3CUpvW+H8NqR42tUKaKQKfELkAw+kcAB28KkG1NdVrlZBNz8xbHgciyChAqabSBjZMSMn24g6be2HPD8I5zhl4IoHXa8k78QaeCeRA38GDVMyRtVq0hj0n66hcdhKZWCH7YeTZDz1824vkWLYyoT5ai1//60ZARaWXJlzdIxajmRLNECXfeo2+SYiqLZwGC8M7g0dzHzVpmoDTNCWVL8mIrnkVADZsU75LQb1tRXp3iRzMAhKcNUWks7qa+zau1rdlodOBc6loa8MKeqWc41wueTWvGSGa8xa4CtKxaBhTJHK3nEN7AaZz6HRhNgbbgmQqJsh0ScBltYAlC7ulaBu9tlzzag6TMVSlPOthDo8ZKAsBCxvUuoGH6wY+4kW7vYfEmix70UJvISDTC9zWFmJKzYEv+FhCskIEwFb4P0M0Fs2w1tgQFTSqDW4Dgx9XADlnjf83EunQc1bceC8jYdhHXiYnxOhInSgqceG0G1jJV5XGhggSzdZU2RMiyKiETcLLXEFeyBgJW17y4uKbI6nzV5B1WQdIub7UwCO1lBFYcPJyjzy85KXq+8e9eFmetGJH7yViK3+2DPU6vJg5P2vh2Vpqaw6MeI62kQGj97NDNFWUx2hqbRmRKNXJOW8coy3htPmioPB2INPU4kxjm/a5ch0tIijr/bSJYKJgvWpk4F/y0r8n4f8jJBmtj8RIrCN93QrmbmIFoG8ZWeJyWApf9HR4b85Kzs4uYJbgIIHRRDTDSSFBXssWig4cFoF7acFeF6oBFKXUPL3UgqO5JK35Qt6/S+GwI2bOyiwUsU7kmnUtpscHHDzqYvW3uZfnvGgEHJeNFIGahA5dQkCxDO954sX9nRIKECHgoUJjjPB4F3wsO1khOTi9Wn7rIzFD/xQY/zgDyC+nQkJdtDBOhHXfcXBQhWAphB9RLUQnC0QtRAlTlZIp7xx0pp9mz+TIy1YiUM2lHiId58TqXJr81CMmPmUIKXfdwPNOYjP2kKxSH+5/AVGjE2RCPO8FHL5sxMtQh9+PkMlUeylUYxEO6IC4FOUhcd0cdZ2WnC7K1ATIptbQjAtogsBZL8vZpufU/c2ZbU0tRT07Slyryg2x3qeWAegiGl/mZSJ1g4pvkCAtn4hZsOTl+uvAAyvem9JK8NZkAZIS+mUgD40s+L2ewCCXMPTCwXAFJifQnsNSDXVb3Lf3EijbMgGrkZiXnUCWFTOp/tWpxGzp1XLtxMo4bSOC4zyy/YGR3JmPejFr5kmoCetF2zTBzHnGiyZ7hJg2XyDW7/16eOYbXriXykJWyTVmCDAemeDJIWZZL1h57jvEBcXuAeWPK4BcSI3/XyEdWyJoW6WSSDQ3Qnp9u5KEuALhGWr/3eHunjhI1Z3b1FDeiTOB07ERLWRQKyCpp2JCrHfRC58jTq+H6pF7Po98BohpAmKaGCT+ZM2LpG0HiXvoY+DQQXBtNiW4Bhi5xmfGaY9U1fg0vVVnWxNItA9Um1OzriZqCArGNM7dBJnmfRkjKrmaK+o6V7BWkIPTRZz74XMQ+r5rpJ/KwEVMVfWvxHPWN1L+78RILY4NI4DtazED2kHyH3kBjkXEBBxmMGpBOxezaVDDNIfeSPimIbDbFgApMvClCIdhF9anhrXcM0rExFmuob0oYe73AhnbMxIpnGWwPZc+fAqorYDXvoHHvMS85EhfDRAT+XomXMttpObKCx72Usl3mtbyTKWPZSqfR7Tjo/DR9zZA7nmHaOYe8PAA8kMFkhlj3iQGMVbe+48ZY1aB/zdSQe1N4N8Myzo81Mp0s6Uu1UZCa2uMnTqu1pIB6ZAO6iGSKUHAxfkIIokB409LWzVlSuIi2mnjd5WUzWP0f0vkEVTSz8L+BVHDmRInhnIKNYL23ouWkSO27zaxSlrlxROgk3ApmEhjROIWiIegSzQrKuJkVuBQU6EVftftTVHRJD11gje3+cY2bQqeqg5rv6i9rcSoHuM5TVTrWiRn7/PtNEDVhPQcCjpjIybcASKNz1URjK5a6Z/Sw9ecuN2PvBCrf8pL5vKtSvr9BCHmF2t5JpAM34Uh7PRDpTQPzENVr0oW8npqBnctHJdiTi+1wE4hyT1ZCWYC6YK4dqczSGZClC4gHryZF26la4Q/2zVCoPaNvNcKyT62SMd9FJnkX6+kaNAvetnvGSPVzC6momV80Udi+RAx87PAs6gmfNx4L+cb38+arD9I+6E0kAAgH/Pe7zd++8+AQ+/9f2qM+Y+BFe/9f/SwK9N1V8/5p//KL7HZOmRluMv5125yfmuIPao4P/O0XVyE6FUjduLXDBxVkvGZI2AyJ9b7VFDQQanh1s24EN0HojRVN6geo65OBY+aSGatIy7IpidDtREltDSIS93RKTJJh+Gcyyas9eFhK6jwM2IAkKr+zUxandB6HUM0XZoAqeLGNbbpc6t5p9tNuN5yY9+MuJRoyWmvjgLACdFMaZpJNPpLm2qFHSI4qhl4Jfx2YsOSnFYmRlaL+j5IhCRtBWGxE47zFh7x8rtNQlHiMoC3kdD4LSO8SdtLSYGOh4NUAu9yL880SiTk/twCpAMxebyB3YF4b3zwoLSMeHl8Bp1lOBxAZyhC45EOFIXwIldSuNkBO4RnLdyvBTQ2ELNlwQgHNnDhvqz043ccfDAAzVoYVHteyjV8GSk6fRT6cEUqQfB40Ep2w/4TH9P7H4R+3uOPyQvzDgDyCvBz3vsHYfnLT3vvnwzaB977/1PY77eB/8R7//l3u0a+sOlXP/G/wXc36S4krPW/xaX2azx39CKdF/e4/MYMN3IceVm+ILfweQvfrKRzvZdOawZBwWl1WaXeWdKPxndVy9WToFIPYsSlah8qCfoI0quLuSBqBsvhfCdEcrcg1rx0RlR+QzDXiCn1k8Z9OGKyWzNMv8l/uMY2lfp6rqY5Yhr7NDUxBYYOcYmN5v0WnA7OSxDtoCDm0mhrakYKbHqtpgZiiItWKdE4CxK8jUxWBb0VRFjUiJS/7aV/N4gZpwuIl+YqEjtyjEixfldcsA/GoiHdAPasuFIPa95arrODSPR2IrEXUyckeaslC311vLjf60rSDE4ycRV3psJpzLtwdSKc3fWWcFiHUxEQmRfQuxPe4zLilv4JBCgOTVwrRgXhLBz3lBXQmhopW7iLPNsdIzlFF5DfMmApaG6j0F9LRgIjPzuHkz8OEwZ59//CGOOB/1tYEOqcLusQQGQz7HuJh1iZzuQrTI8fgVlOOT+mPHkKOue51Vtj4WNbfOKjB9z4yk2yl4bs156iFPVuzUithRFx4eg5MU9AJ8CI00CiJk2TB2nyI01No6mJ6P9aZGdKTDhrN86vnMGcGNy1iGgRKhkMQdvwce0OjddQINFz1cTJq9qMmlnNazYDw2bhmRQIfWN/HRCq0TSDz7SfcqKWpF4VJeTUAzYJxy1zOm9GAU/JVAU4BXbXuIa6z9VUSoI0VbK6IixmbkKBpFom8jPIJJoiNUSm4X6XnUjpu+F+T4LGkHvZ56IRF+iSkXT8T3RgbSygs22FkE0ryWB+A5ikUgluIaD35lyKP886Ui4hraHoQ38sbuKhhY2OTO5nndzTbQSYrrbhciGk66EXree3DDxWy/M4xLzV0olTJHDw151UdXvah1ofRjwvfwV5li8jANsy0k9L4VyHXoRt6qJn8mHaDwsgP+W93wog8S+NMS+/y75vh3Bvq/6cWpmud9lX2aO0izHtuiLvtNhJx7jBBY6n17jXdTzzZ17gg9e+wNO/v8/2ieO2F+LpJwy84mUAHxMlq+YDqAQecppkhdOdepYb0X1K4oLTqnY3CUJ1mw5p1GIlmh0VMvlUomiyoF6/SzQT1CNhiRyLSnMFMxP+b5o0TfOoyeUo0DQJT4hFkH3jfvXZHDGxrm4c1/Q2qQdKj1FwUVOvaWopaChI6f2qxnRMJKD1nrXiFl62jRHNoVPLvWndEgW2O+GYGlHVx4jUGoRztOfiwl008KyHowQmLSl6PB+JAHglTLLDFDZasDEXoFo1cGciSXIbqYTAXy4FdLKOFLCuajFB+lMpf/h6JYFo8xqeSeCBkyC11lQ8NddSiVc5QriygwT+VdCALtSSO3MDcSpcDc/yWcSd/wGkOv8AKQk5RcAnMfBmLprIYinxJWvB07Pov8fi1N+j/VAA4r3fCn93jTG/hvAbO7q4VDBhdsPu93iIlek8NXbcwSYn1HgGbgpjh00TXOJJBx1u1Y9zciOnWPwqy79zh+VBDZUs3jOtxEXmjJgzPaLqbREVsSJKZZXGSohqUxveNX5vmgAKHKodQJx0auLoxIcozfV8KolVw1CQ80QeoSTmQehHgWpIjOLUe884vRKZfvQ59ToKBponpCCjJKqCZwfpvwFRe1LzQN3aKbH2hJoequWdlRban03gVG5KAUa1viaBrSZfTZhojWuou71CCOpFRG1PiIV2rJUxseLFPHGV/PaZTEyUUSXSfhmp9va6kUme1nKunUy0oYEVstUXct1LtXjJcFLs+qQlVeL2Ee2gm8j576TwZiGxHwbIp/J/FsyzD6YSI1TXYXXAwO1MAocxQzSKmYf1FD5SScTpsZG4qAtI0uTAyH2tpfKMPvCFdejsaTDxRzx8e2gAMcb0AOu9H4b/fwn4PyJxKf828J+Gv/8kHPJPeYiV6XA9smod3/4CY/smvjxHN92hV0/IJhX50joTu8nucJXfWUn4yZ+rWP+te4yMZ9XBoIIriaiErzhYdZKcpC7Yvuet1PUZURM49aycJhmbE8EaCRKiOm2iqKRuekt0gjU1AAWfRaJqrvvodbLGNk0mVA5Eg7/UG9QkS3USNj0tTVK3yeNYRL1NkUGmmoduy5EJ2EIm7UJj/x7ins58XN1OQUzv4aypon2pfdbkXZokrmpJpnFM04OjBLj2pe6/gPBPyrP0icTuqhNSNAsomgY36EIpJRdXKwHBPJFJeiOBe7V4aeYGTAW3UzF/rrbEdNotYdOJJjRCvEHLU9EspkbcxdszeMzCIy2YVHCQwd0FKLrwfAX5ULiQ16yQuGkJ54LGsWREQ5khY3WMkMQnoQ8+hFz3EHF93kXGZttLDFWWyjt8yYsX6ySDlULO/z3DjN+l/TAayDng12SFS1Lgv/fe/3NjzJeB/9EY87cRDfKvAg+9Mp0xc5LO16iSCWbepZ3MWevuUHY7zEzOeJ5hZ3Nsq2bKBl+5+kk+ePmQyatjsFCGOIF+IgFcW8EOxIl0PEcs2KJFho6I5J/nNGg0VX6LILiv4uTQAVwTA8/UxFEVXk2PnBjLoRJd+YYKcVnqavUqdedE7UBdpgVhQSFiLkuTU/BELUQBpEX0mEDUsJS7UU7HEmtx5kQCd62xn7po9brTsF2jg5WkVS2s2RTwmmaUI4Ko/qWxT904zoV720ACp/Q+UhPW+EEm24CYZXyIgMguAgI1oTSCk7Bz6yV2ZKESQvZ+uHbXSWh9DwGZB8BxLVXvSw9pDl9P4QNzGJRC4l80cDWRWI0FLyTqB0Jka1pLVfUHFnbroBWX8izPe1HPv4VE0z6GmE294HnxhLWAfIxELb3UTPm5cOwbBIDxUnTqUeBjSJTtd5B5Ufi35xa+3/aeDyTLeuu+++h/RG0+AC4lyW6y2P8dposVxnyCtLxIlS/QsbfomDbpxpSrw39E61ffICs9ZSoSIkmkUtSikTgA74TVr72gvhKYqiUMiPyDTtQmIamdrhKuiYRNj02HaMPrNj1ez6sSWiMwVXtQQlLfkAKHkrYq5ZuxKSOiJG5KduVa1OxpNY5VU0E1AHUTa4xGv3HvTfNphQgkW+G8J+G4G0RAfUA0ncZEgDjbb3qNs001IM2OVo2rbuyvfaL3bIkmlwK0XlM9ZSVxKc5WuPc5QmomXmzsnBAJGq7zESPne9JLGvxdC9eW4eIULlu4XUjcyaVasoe/El7YVgc2Z3C5kmTM1QzeXJCs69lEwOuJYLJ0w/0o4bmXCgF6UErEaVqLeTUgOgXmiJbiEKC6Ep7tlpFI3F3gZgrzFH6mlEjabWQOfNbDwR+TF+Z/8uZJcfl9sqwP43Mk5S6+Ok8+u0DaaUHl6FYfZWbH0L9LNZgyvXqRzvKblCcVEyOD3BlYzKCTiup2P5X06aSUClgq2dSezomLIeukbBKKatOfVcvjfUdTqGwc2yaGw6tWoubRjAg2eoxuM2f+Nq+ZEnkW5VRUtVcTSSdU0+M0J9bQVC5F84Kamonuq0lwM6J5c0LUoipk8H8AmQB7YZ/lRj80OQzlNhScaTzv2z2z7muIodn6zlT7UbBVPmnU2F/jbhRcU6L93yGupLfthWPY8sJ55EYm5TKSfV0gS4NuhvNhYD8RTkQ1zDlSemHRSUjBYi6xKp+tJDbj2cCwX6yD9lJJtvXMi5v5DSMxLE8ZCZN/swWDTAjWhVr69jKyINph0DimXrSr7yCaSwspgvT4XFzCT1bwUg2vIFGeR4iTYczDt/c8gJikJu3cw/rbWPtJcD3m058kqdYo6m/QKobY1tfIk5zZJMP3RhznGcubCem0YqGQMPeLRsivoz48eiQuveNMBsZuJfbkUi1oraqxEqpNnkDBQyere5t7bpo8TfNEJcUckYyqzczO7KNgljQ+OqlVu1FTRIFMJ6Sq9s37UNBTTkZNmerMsTqJVRsynNYW1E09CNsmxIxeH571MUT7+HbY74RI8CqI6ofGuTWWRCefb2xT0LBEolhJXQVH7W/tlyTcn4KMxq80yWS97+Vwjd3G72k4YYao+Qdh2w1COgXi6fugh+JIiNIUmcQHPizYFDSKHnByCK0UnkOWIy2NFME+doHoNuAXJOS+HommcohM8Kfn8LMG7nYk96koxcR5FfiWg+dMfJfnTaj0HsikrRq+bcQrs4HUj7mOELJbHn4R+D/z8O09DyA2NaxfSXF7FdPZIUWxQWkXcX5EOrvIiCHO/gFpmkJvSp7POHKG9ZWE1i3odaXj7BC6JSweSTp1bqRIz35gv3c8jNLAOdQyaFTNVRCA0yaEDvJ3AhOdwGe9OiqJ1S2rgNHUIXXgqxdFCUMFMfXoaGyImguqFenkD4/zFiCpZ6RJtCrBqZJc63CodqWmjQ/HKthYpLJ7G4knWEU+X0LiG5oTuxkfMyN6RA4a/TYl1r7Qps9SEeNMtK/UXJk2flNeR03PJvmq96IpDPpMQ4QIn9aRL9I+1ntLw++vhuumBl5KxAQpHTyZCIHqEM7kdcRTAAIE9x0YL3EcGyW82ZdSlAcZmLmQnd0TWEnFzbrbEb7j5hRut+CRKTw3gz9NXCnwKgJ+xou7tkrg2104V8BqKcWVnkgFNG56+IaHP0Q0lOcRDeYef7xxIP+TtxRHn5IDWrC4jD2+QdtPcOaQ0hxh8eSJJzUTMj/EmGPWjlvMOzkLfsJeBb0CthIwNVyopMO2csk9aYXZ8UQlEYbjVAZE7uMEVlNAJ9xZV23Z2EeBRvdtgkpTvVYzQG179ZYkZ46HCBAKOMfhtw4RANQb0zQHdIKo5qBagLpN1ZxSkFATi7BvYuRaXR9jWTTmxBOiZb301UL4/S5Sv6IgepZWEA3giMhFrIbrqOmlsS7jxn00AUz7TcErQ8BMyWP9LQ3XaUblKufT1ALVXGuF/9M69ldNVOvf0n6MaBfH4beOl0XMD8M4+ZITV+0iYtqcIIFqqRdvUAup3/rNBXh6CheGMqkvAS+bWBhoWon79eJUgAcveTf3EK2uZ4Lg8nHczBG+5AkPmyMxbw68VI8nPN+qgZ82QvoXCA94LRyn4+Vh2nseQJLac3n/Bp1JydZsiXH2JBmvkhSWKjshbx9TVz0MHlqWaXaOI+MoHjgWZ9DPROWzTkKWb6fCeSwDbgNmJ1LzsteB+/Mg6VOprK0u08SfluZNTkMnuhJ3KvmbE9m/zV9V2xWM8sY5QQa3Sv6zXgedhKp9KKmoUpXGPXUQad8kbR0xhqOpzagEnyOAsOhjPkqNAEbPx/9bPrptFUSPiGDbQibPdvjdh2veQEDlgGiS6LMq+dzkPWj8rgCuZKpqJzVxoWrV+hQ8IIRvE4lWBcEm96X30nxXb71bH701M0LNER+BzgQeQk3TNSNmQkkAGwSAGME3jWTcWifaykViqcJVpLbIoJbJvodoznfDPh3E7N5ANJFxeLY58Gkv7+wKEgvytBHg/4KXfa67uP7xhMi17fPw7T0PILVrs+MuUfIGPn0J49bw5RrTug0tR5W9hnM1VXUOP7mB6R3RTb9GtjfH1+J6mxq4lImGcaWUGICbJaQ7wnvc9rJObmlCkI6XQdPzInm8DWqxj+HldZC+OrCbGkrTc6Ig0/xoU01ATRQdzGoeaFO1vKnR5OHvhJjxq2HeKklBBrhGdep5F4kg1iG6b/Mwa9teBrWSyRp3ojVLpsT1V0tk4Ku54omRqZcQKToI97GMDOwSeMFKCru6uatw3HK4vwFx6QLVjnTAV0RtY0oEFo1fgQjGTS+Ucj9N80XP1WpsOxtjo0JhTNToUsSDMSEujn1IfG+7Xsox1AncqWLpwhMvsUf3wnMmRsxlBek69LOamc8mUjNmLYy7yoqXZ+YFII68gFCNXG+UwBu1mFC/gSwY/1wN161c0xupSZPVco9zYlGuh2nveQBxdZd7owvU7gqdlS9yyd3kYLJIbefYrM3cXGXirlFUHmyHvD7GTt+gVVSciJOGSQuqHM6PRN0+MFIeccFL2cDrSKEVrWO5RYwLUWLPhk7uhd/nPg5AbUpWngWLs96EpnRTrUAHbjNwSiWlmjZ6TuUrNDNX72FMXI6yR1CJiRNcVfk2cV1bgwx89UIMjdjGRSIFm1pE3uPRcL6uEamqoLeISNtjL/utIuCimtW5sE8v3MvAQO7ic7aQ1HtdlkLNsxVEOqppph/llHQia7++HemqMTc9hKicIVGaqrlAdLWraaPXKYmlEzwx/UA1KZCJDEitE8SkWQvXGzsJKDtBFpla8rFo90LjvsvQn6rN2VrMixrhQ+ZekgT7XniauzSq8ofntkbe3WESxpST5z8xEurer+EjiPZ3D6mjs2bk+G/+WAMIbfBXcNkhLr/ILDtixJfAtkjTTdrjy9jEU9glfP4anYuvs/6511kc1fR8KEtXwcFciNJOIm6wD3vp7DqBbhUkcALHNkgdJ6Xo5qFzk8ZAqQHn4wRQjqJpzpx+hth0YDfBQAlWNV/0e1NKqmYC0Quj5CFEKa3xIcoRnBAjM1V9hxjtOSWG8h97GeSPIJGXvXAea2JY/Wp4uC1CFmz4v+VFe1CuoUscXJqLonkqk2D+PELMJZr6uGzjcThunVg9XFVuJYGVJFXCVUFVpbh6ynTCgxCfKcLpQEwbmBA1jaYJmDSOVTdx0wvXDZoDiPdOvUsnnC6Bqe9HtbElI8BjEFBQLmcpvKdFJChuhCxB6qw878jK/7aWOCbr4/PnXjQXM4/PmakJFfrrd4neqyUv+5wL537Y9p4HkJqaop6TJScsjT1523DO7uBbx4yTy4yKx0ntG/SzlNbGmGdP/pDWy8cUwLgN0xTMVAChnUipuQMDVSYRpF0noIGXgLNOKYVj9o2kdKv7NAnmygTAyMsBIWK9j0Cgg+ztTBZtTXB4O00FIkfS9DioO1djGlQye6IpBDG8/EHYrlqTcifXkAGaGOkPlXyLVjiLEycSsYNs2/Eh7N3KpHZh0D9jZCW8NeT3Y2SyryOlFQYGZi4WEpqGe7zkZbJ4ok0+5HQtFhAbfyl8Mk6nGegza4xKM0S/GSOj+xwDiYsgql6pprmoHBaNvi2JRLpqJ4TrDYkRvUvh2ZUgHhGXmQQBZ9WQRj5qlofhWifh/wXEPZwhoNBH+m+JYGJ66X8lnVUzGofn0/FQJiG/poxCoh/upQz9Yb1Epf5Yk6iYGVmyT6s6Yl7UFFnNpF5k7Hu07ZC89wJl0oXlimvdr8Cvv8bBuCZryyTI5rDXFlTueDFTpikMOnAyCSy5DbVJjUysNlFCq+dhbkOYtD8di9GMUlV1ujkRmgDhOW3OKK/RVLt1exOIdL8miDTPpddXIrAikHxEVVtjTxYQW7mFxMdcD+fJbCT+TpzY7M+Gc/WSUN3biUr9ReDftlJFa8NJyPTdYH48gixQ/i0nyV264LNyKX2EO7qHTLIxMe7jbCuJiympBtXUABRMmv12tp81ZQCiFqHxIU2Xr5o7NdET5Yneryaw6Pk7xAmsYHs9nG8tfI7CudV0mCKaRMvJu9ExppP6EBFICm4au3Me4ZSmTvpDQU1jcpaJ4DkKwlA5PeV0mtHWqgUfE4njh2nveQDxWI7sEWnyGnnX0CsusZo7+umQaXGb6eYha4vnuDG5yepvfJu9nRmrXpKXxrXkM1z0UpfybiUgsgRMJ1JgV3MJpqlU7fYp+BLqYL4UiMdBgcIbUelVyumyg2qXn3XdNgf322klTe1Dj1PwaLqKm2Ci3INGoDb5kqb9r9dSLWbRSP2MLiLdn0zgaiYu7uVKQKSspNDwcwiZ+mIq0ZQTJ+HbQ+DfRQi8L2ayfMF2LQP4CQQ8Po1EQjpivEcr2PAJUTrrM2u/aWtKREfUPN7OPNQJphPDEM0HQ/TWND1k5sz+ako2AarJOc2I2p3G4tjwXCeE/KkE8lqebRHpD8372Qv7ryBRupUTbkfjXmbhmCWiNjVFCNOZk0m+gyzrsWjk3EkGSxV8yMn530T2Uy6r9mJWgYzdcXhWFTDv1N8/aHvPA4jkUVfMvGWelkzSGUVrzIXehEscMsh2qN58meMvHzDcKcitxP/Xc3ApVMtw6wjmObQrKb6bZ1Le7sBLx08DPT80gtxvBXmZRs5FUEETI8FThYuMfGJErWzGX6gmclYDaf7VpoP7bJRk0/Oik0eBTO9LuY8FRMNQd6Vm5xZh25qRBZzPA8dtSJcsi08k3H3cMF0z+AEsV57FieeDuzWzu46Vu/AzlSxwlHgZ1E8HzeP/2xJz71IN/xrwHQMfNrJq3otGuJLKSzWt8whhPTYS/aip/56Ygq/tnfqsaZYoIOtErhvHqKcGTpdO0CA7Pb8CsB6jTUlTDSB8yyQy0XRr3ts5gnejlrFwiLin9f42wz5HiLfkCAGS64R+CfsVyOS/QwSlEycTfyWc7x5CAE+ArBDg2AnXeBb5vo2Mj0uN81hEU1E3vJpNCqhNMPlB23seQCwG0x6SZ2A6x+TdHZKsZLc+ovXgFhc/u89kd85w7qnCQB/noga2StgvwFZww4FJBI9GPnhnKiFFl8LsVF5hThgogSdIGjO+9hJ0ZD1UQXypOguRu9AcFH053+sl6QTQ/dQroyaOb/yvUlJ/1xoYzTiHHjH6U2udzBPwbcvdpzKqR9u8udLm8FpN65GU6+2EW9czprcN/kLJTT/jb/zqmME/nrH1wLMUAvCOgNttyWxuh5n4TS9VsHatfM45GbBd4FNG+urbRiaQJt2pVNdJ2uSN3q01tTIFW/3dEEnWZsSqAlXz3Nq/ELmrsrFNAfqt6/poJmr+0BDRBh7jdMi+mgQOmdAHCC+0Gu7hDpKIp9rSEmLudBHSuB+eQZMB50jciD7vywhYNGNvRuE8K2GfAadjXTbCMywiS0XMgia6jbyXh23veQBJsiGb57+IWd2nPXqAPxizdLfA3B8zPim5VzoJ3mlLKO/MipdlZS5/jwzs5KL+ZR5aXUnVHs+kSK+xgRgNo80Q4zucb4SImyApvYATxHwJndzNgdjkML5Xa0pGlYiqmrvGPnC6zoaaKRkxojUnqswtxP13F9E+PrhqeeOpBY4uLpDmHXbmKav3JizPWwzyHtvbXVYeWG4uptRPGj7zVweUP/mAD/0fdqm+VTN1srzAgwTW5vAvg4RcRhbF2vGiYYyADxlxB7/g4XNGql99AjFtCkK9isZ9NsPG362d3Ue1CBr9MCO633WAl41j1LSB08SsIybpNd3z6mY/q+qreThC+jxFuKMJ0RxS169qJt1wfhOQrTCSnq9aSwfRWDYRQDpAwGU3nK+L9OsHkfim+1768sBIsSF1Wx8Tg/dUI9Z0iNLHcdZ8zodp7/l0/qVe5v/StQ7D8Zz2oIK5Y7+WAJqWlUk+NEL04SBNZZnBnbn44C1SPi6x4kWoU5jMxR4vvcQ7eHhr9lY+um4zhDwtvQSOYaLHRdc3MQ0QgdMmx9tJ1XfqbTVZ9KOEqRK1nig1VTPR86nrT7WO4/Cbs3DYApPBR9cSlj7S44udZe5WbTZnGaNWyop19Lvr3J22SRcK3Bw615YYbScstkuyPzfm+eRFLvztBzyx63mjDwsnwhF92cs6JleMSLj/zgvH8hFgbOEfe7hrxJb3Hh5zEuvRMUK6johu8CGnw9a/n9Y0YVJidTn1hkAEXA35hjjJNLCsqWkogT46cy31qGSItqHAfYnIk8yQWJkFxNxQjUFd2iUx1F63TY2Yd44IIiAAdA3RKHaJNWbV9fxUuI5mSS8jZPYD4qpzS+EaB8QUAHWl18TQfhnPP6YLS61a4z9qpfMvIRzGcYjfcF5K8JsE6kJS8x8Et+FRMD0SL51ZGwEHm4gq13UCDCMjE60OaoTa42qGlAE0mpxEbSIRlfuoPqut3ZwITS3kBwEStd+bNqqq0K3GPSaIepwhNvUo7H/OSBLWbNPwiWfatJ5f5FXXZWe6wGiU0HtQY90yreQ807LFBEfW61NVc6ztMJ4nrLQrkuuHLP/863z0d7/Dk//3KSMPt8dyzR7wpIG6C//tHHoV/E0PfwD8im+Ezhv5u+ajV2QQ7nuOSG/V4NTd/P00jS51CLm45GNYdytcQ/tZPSZTYqyMgnvzes0I17drq8S6s4a46JXmCj0d9rlDDPhSgj0n1h9RLel8OO4WAizzeKm3zNMlYl7RAuIe916ukSIAtYqAyHPhXC+H87WIZo03EgmrWqO6/reB6se1Hoiql5esRC/ecsGnbQUkJjMJABv5yFt4LxpGhURNDr0EKlkPWSXVqN+qw+GFF9Fwbc0rUbepLlqlEzsjmjZNwhOiq1KZdFV9m1rIOwEKjd/UU6DfVf1UiataSEYsM5gR82f6VgKEjvqGj3y8S/74Mq/PFnnTQV216I27uFlG7i9yYB2WhK4vKI7GODyTbJ1kAowOoS64X9Rc+UCXP5tN+dZhSLAzsm7Nqy14I4WrNfz5Cn4V8cK8Ff2JaIslonpvGwFuhwx0iLktOTG3oxkA9nat6WlaIHp4lEyeNs45RcZGm1gTRSXy2abxIe/UhsTlJhTcuwhY7SOk5hVilnELAcoyHDtAFsDquVBf1sj99RBvYR/R5r6AaB5qCllk0u+G891BzJxFYhxPx8D/4OUZN4O35tUAqstI5rlHrvFTSGaxurMftr3nASTx4BMZeBYZjL2QH1BVYYmBWuzIthW37KIXtXCKrENa+9PVxIsAQtpxSoJOiLa4DlANFNKMz4qYPQoRXJSX0Kb7NoFDr6WA8m4MuGvsq/cCUQ1WadQJz9QjrAlrwFt4dcGw/LGc1Ud63O+02S0N2dBQj3JG5QbnU8MJY+ppi6weME+HjAsL5TLFwogl38HYnGF7TF6sMTyyuCdG3PzqnC8X8AseljuS1fzsFB4tJJnrAXDDiudmjKxvom7NxaAVHoR7V+l8ngja/fB8msj4bmaNchkXQj+odqG2v+U0oTrmu6OAz4pdNR3fqamWmYRn6hgpELRuJFt20UfX8RLRxEqQfngKAY3bhMXPfRQKvdAPLwA3AgAcBgC4ixDQT1khVDNEo95BgGkT4UCmhMXcvbiMf8FIVfe9xjMMEfA4JOb8PGx7aAAxxjyJLGGp7RHgf488979HvOe/573/zXDM3+UHXNrSIKqvMWGhnkJSnksXwrSNvLQ8aBkFEsA0CWZHywdm3Ib8FX86aEhJT82HaLoIVeprQFMzZL3pQm3yFxCjDNW+b2odTclpG+dqAsnbaShnVW5dtvMESY56xsObRgLmLjqY9BOSRxZ4mUXePMi5P0npjPqYoyWSomQ6bjGzOTa5SlluMaoSbNUlaWV0soJWmlFZcKMu2SDhwfwcdx/fYeVrW/SMaITTVKIjUwf/MgzSiwi4Pxaer2MlCvOBF43jcSPxJLcQ+995GTD3kQm+hLzDS8T1hX3Yd+ajR0nNuYsIAKlAuE3kI9QMafbj2X7W96T7JLwzqDebcguZlwl5DUlKywmhAcR0AgW2LrKEQtmwmUbh9364l52w/66Py5pWiJt2BfiAgW+HOJIJ4jT4kBc+ajlo3wQtbw94IoFPVVIHpBnguBdARjmih21/JByIMSZBxsAngX8HGHnv//Mz+zzNwyxtaYy/koJ1MjkqBCgcsjI7ASysERBpIRK4IkaONkOQdQLWxAncNDOarlI1Y3T72TqcrvFdf1PXnBKdBd8NEM0Bq/ek136nt9FUt9uI2joO575kQpn/VLxKj1nD8od73P3wVV4q1/DTmsFRgq0ukI1y2rMJ1rUpXI5pO0o7wNUlKR2y7BLtLMW7FUq7h8tL7HgLLizy83/tazz2v3uJnR3PFSdh0AdzOCzh98MDPoaAynYAtzIJIfCVDNhFI8tAfsDArRomViRpiRCrTyJpBOcRItIiiY57tZhNqw2JvWkkrmEBGXwvmwAePtZMofEO3q6pxqF8knphvt/oTINUAFtCMmCfRcwUTXTbQsjd88BNYp2RFuJt6RFD0ceIV6blxYw5F55/RDSJPmZFC1ft4SOIp6tAol1fJ5ozqx7upuCqWN7x5OzgC+1hSdQ/KhPmTwNveO9vhyrtb9f+EvAr3vs5cMsY8zoCJp9/txN7QshxAqaMNUtPEFWtFwZf7eMqcOsulrvTgaDxGWcJziYY6MDUyaxsPQhxmsJbWbkQ0/G1KVDoYNT7P/s8Z39TAFKStqmt6DF6f8otHId7XbMyMS8Bq7UsIO0fz7j3TI99VpiV50j2W+SjGW5+mcw7yvomxleQGDwOn1vaZk5KRTrYwVjPpJqTJDm4RUqWSNovcaed8MFnUtLbJXcrCcR7qYTrXtyX1sg9LyF5R4Majlys1dkycNVAvyULILkMbAlf6kiQ39MebngJeitqAZMpolWkgSsYGfn9I2EiJAhJewfxAPUQ9Vw1EPVgaX++HUBrSYOEaEp9v61NXCdnBTFRPkOMwUkQICiJZRcgLpA1JRQJCsDY9tEDdIL06wqiMVwPGtgLXt79TwK/b2CSw9+o5Zo/40Qr+qYXr0xVyX3shPPk/ocLXT/b/qgA5K8h2oW2v2OM+beArwD/off+iIdc2jJF4jkKohmRGDFrNEmrjZCnCz6Wq5tyukK5TkwN+fZEQFHzwyCTIIW3AsQIx3gfq1edDQVuQmZTm2g2e2b72abXP3u+5jXaxBT9Aql/aYPp5jOYJbD6RM6DnzjHdn2O5HgNOzxHNbJQz3FVi0mdknCF1I2xfkjamoMZQJlg0j6utUNRrGErh22tUc1zXHKPZHhCZzzjcNNiU8gmMlk/jkjOR41IyUOEuDuXiJa0biSQb9nA7UQyoPMaXkugziUv58/Mhefa6kh0azdwVF0LBwU81RJAaVdyzjXgCSPX3TKyels/gedreM3AWikeGY18PUZM2CS8lKbWqNyI/n72vb0T6Oi2FpFbeYw41g4QLUI9TSrcpuGYS0iU7pIXbU0J5NRK6sAgHKcaxSMefhb4TSfP/yFEI/uUh2u1uMjvZfAZIx6YoopmuUe0tCYP8kfVfmgAMcbkwC8Dfzf89F8Dfx+5778P/BdI+sTbzYu3fTfNpS1zY7wGJ6kNl/hoq3o9sY++bS0Oo14QDU1uBgSp9qAmjLrvdP+ml0X3qZCL1YiN+VYf8L2l1vezvQkgTa3EEuMTlBBcQcDjCAGS51LYf6zNKz+7yR5Xad1bYj7coCrbVP4+pkqpyh7WLmCrDsaWmA6Y1gSflbS8pZp4xvkSXZuQV+CnC5RmgDV7MDf4QcL8HrRHoYasCWumGLm/fS/mSddIOQBjJflubGX5g0cTOGnL9g8jy2x8uxZg2bOwMoPdrizveHEsMSTkMMngww6yDF6pZIW3ryVSCd2P4XwNf9rDbzghkTEyYVaCtnLbS22OMUJGKqnZI2oPEJeAaErodzPwtXxAiniYrhIT5rrEBb63CG7bhLdKJ+ZG1nDZ9nJfMxMCCp2M9T7RZVwgIPhPwv1+DNi0wcGAJNi9DnwpnLs2Eli2GO6/9m8/+SBq3Q/b/ig0kD8HfM17vwOgfwGMMf8N8M/C13s81NKWgt5KIqacToA66+6zYfYrudlMimrWh1A3ntq9LWJna4CRApRqBw4BDt3WlGKOd9Yu3q01+RP9bht/NTS9qV73jQDIDNhI4CPrCdVHurzwxDoHdpXyjqVzOMPOSupsG2vAVX0sOcbVeFOTt0uSJKOa9WiZlKwuGLeH5FkH49tkrmBebEHdIqNFt1pn82XD0jff4J/XUhw487LkQN+JBgiwFzp+5mMS2yCHdhe2WrIeipvCa7VMgNTCpCeeiWoGmyUUhRx/ycD2IhzP4PfWYboE1TYspTA5gjtz6afMwLe6kEzgI07C6o+8gNx2LkB134oWk/uYCnCMxBClTmp7WBpLHLyb6kGsnKZeoKfDu7lDXL8GE7RcHwok1aKZpIjn5hteJkCBXKsfznsQzr1m4nINFunPTWIyYh32fwm4FbiRBQOulpyZnomRtlfC8zYfqYN4Pl5/58f8nu2PAkD+Og3zRdfFDV//CuKVgodc2lK1AOUUmpPLN35/a5uLA1eP18mvwPDWvSLAofbqlNMp4qrdKNg0NZKz/MTDgIdeR/82NQ6I4KekXo5wAYtepH4nhfXLKbsfX+WLVy4zOd6kTQamoHRL2BJsmcPCGiQr2LnF2DGpq4AM0/csjnMyP+HIzclMQlJ4LDVFmjJ2nqQ9omUylhczro7v87ntktetZPJerKB2ooZXidjoxgsvtQsMEnjTi2nlajF7BhbqEhZakPakpEJnCqs9MVUXg2nyqoNZWzKkVwrIxvDmHJZaMCxg28JCIqbbi2Xw2FjhXF5NZBI+cEKwp0isj0Z+ekIwIUJYLoS+3yGOq++HB7GIcPsEsT5pPxy7AAwtHFoBg5NKNKHrFp5wAnpTH2vQZsDHjYDyAgJKW4iZrtHImpg3RvKNauC3Ed5kEG56bCRYzBnx1CyaQOIGbTUh5tGknCabH6b9UABijOkiS0v8B42f/zNjzPPIe3hTtz3s0pbaMk4DgYKKBk9pmHkzzl8ntD5k0xzRY5WBL428LAWH5l8lYDWiUJtv7vc9JNbbteYheh7VaPS6ul+GuKz7yODYM7DeNly80uHTixcZHTxCOqgoyq64Y8YLlKbEugR3fB7TzfGtPSgMNpviW/uQV1C1qLpjzGyNbLSG9Yd4kzEtPJ6bpKySriS0F485ONzlXiCeBpWQm+cMXPaSVj4PN7tuJcR9q4I0g5GDdgE+hf2ZkKwGqUqeIssbXDVw4ELwVCZLQx6G519owYqD56ZQzuC2AZdIH0zbsNmBwzncb8GkBu+EW5kh66ukwCuJVJhbMGAzcR8npQQnTok1PBwyqab+3V9njUz0LiKAXke0gptIP/wssszDg1rKNd4J+/vwjCuI6TnxYFN4tJY+u4m84wFCUh8g3MpyuMc3EI/FfUT6TsP1h07OqaEMIMByDZkXGnS2jZC5xwh4HbzLM34/7YcCEO/9BOn35m9/6132/wfAP/hBr/N2wT3NwCxjZAI7f1oTaJo6+psCh4as14j9qcCgnhA9VjWAJnBpa+7jv8eAO9uapopvfM765dXrUhiR8tZIbQ6TQ/5YzgtPrlDZ87TvLTIpJ5ieIXMXcSbB2LtAH+o2bn8Tnw6w6SG0clzb0q0nVAsFrU5Oa1BSJCNKJzDt3SE2XSAru3TdCf3WmPnNkonhrfV6Z0HT+BqyTivIwLzmYDeFcWa4nsK09hw6SV5sWYmbOK5FxV6qpLRCWkn5yb1KFluqDdwYB69W8DTRhoMZlC0wLdhaADeThaI3LGyM4cCCr+GRWqT8EvCSFe/UmoN5BrNMUh/WjUhlNRFKYiTy93qXOTJxryKT+QBYS0Qj63h4xchiZk87iYFZD2N0iHAYPUTYjYHNSgDnZSQ+5hrigekZAeiLTvq1ROIk5kaifTVnS8dIkxDOfSg56WWCfoW4ZOYw7KOmeNOT+IO293wkqvIYChiniNPQrI9AcVYRUEmuE1+5kRJJx3fBJnb+dGcooLjGR82hptbA2/z/Ts/R/L9pqjSjI5vntojJYrwQjzWw58QLlfctJ48vMWk9gj/pU03G+BLSSUni72Po4ucljotUkxQ/n4BpkfR6WHOH9vEA16lgo6CaODALlEmFsRlpNcf6VUySYusWdTJi8ZFD7v3+nINa7m1EiH71Qm79NkIMrhvYXjKYJ9q0n9rgtxY36fYr8uEJna/uYb8+pvaeJS9azE0LvQzyQuJBsOCrIHFbMunHiaiy8wVY6kihKD+F2UA8NW1gGEJO0yqYtpmkMBw46LTgJysY5cK1zCvxUlgD2w5KK9K6hUzK78d82UAKKNVIBKoxov1oUt8BMoE/aAQYDfA7Xvpr2whHUSNxHR/34na9FQZH4qVcZA/R3hzibeqHcf7PfDQ7VhCPzgwxo/rEyOR5MHdfQADoF8J7W0XMmDkh2vX7eN53an8iAEQlc1ML0cn2Fv/gTweImTP7uMbvZeMYoyfjNBna5DX09yZf8YOAx9l2VkuCGPXa1EQcoep3MF2SOrjlEjh3LuNwaYnJ7iJlkeHNiKwy5LNVbL6EczW+Sqj8Lj55AdPLMHYZmyzTNhm+1aVIM2w5IW/PmLV3SPwidr5B7gfUrECdkPT2cb05a8mIw5OaVUSqbyDS7kF4hmvIeibmkYxXf/kqJ/46k1t95rubuFFN2u6y8vyUq5/8Jr1/8S3mN2dsVDBMZHW31EjUapZBfx4K4VRiGkyBlVKK6IySkCxXyH1UHZm4xsCCk5XdVpyYpNZJNvLykpg4+4X8lleyXtAA4cyS0L9H/vsrMNwKz3tMXOrzPLGivpqgV5xE3n7DCR/xQS/aboYQ4SbkENUBvJ5FQO8xRHMYIZO7DIT1pwz8XsNEaSHBY1pIaBUBNa1AtuHF6zRBAs4OkXKUeryG5f+g47fZ3vMAopNJJbZqI3Vju37XHAXlOJrh3+qitcSI0vTMOZSDOAsgNLbp/u9EebzT7/5t9mnGI5y9h+ZztHwIMLISjJV3YWspY7GXkezn1ActTD3F+gpsi8q3cGYfrMPMC0xawqwk7U6x3SGmGFGbY3q2oJrOMZUh7bRJ2hZ72KYq2pg0xWYLlP4Aa0pWjOOakUkzIi6J+DQyiDcM7D6e8Nt/7ioHd5+g2BNINMMEP12jKFImd1Y4vPYs1375Gpd+47c4fG2Er8HWEnjmjZSdNEFit4LqnnlodaCYw0Yh0atJCo/XMJ+KRE8ySaosOnBzDt0UNgv4iRRen8LJXEo2Xi3EM7NQiwZ02chEXEUWtN4haELv0AwCFtZIGYPXPax4IZJPwvjqIlrBh6yEmI89LIfBd2LhQiG8x19AuIlXEfO0hfAmbWSMfgchTT+EaHff9sKRgPApTyEaxGuIubZmhAs5QfiOryPmyhPIb7thnGk2ckVcL+hh23seQJrqvljn351gpZNPASZrHKt/m4Srb5xPP/bMMWfv4fsBhub+74bqTTPl7c6twJESSvCbuDxlCZSZxa8uUj1YpzgAN7dYfxmTQp2sYeZzLCvUpHibgv8kmFVc+5u0OkfY3oxkOoB1R7dOmDuYzT3t0tHqDTEsMx8ayvoQ097BuBmjacZW2zLG8SjiXRgHG34LeHbF8Pm/tc7gjeuU9yx+6jDlFF/PoM7wZYapd5i+OuLW8KOMn4e1yW9i3hgL/5AIz+NmYqp0a/HArFtIWmB7kM/Fs9F1IrUPUhhlskhSpw3Hc9FmiraYQZMatiup87pYiZbzZQ+2EPIyN5AksvLb1ECdiUvXlwJibS9gclYruYxoCbtG+J/NAB5HRgjfnyqgncLvZrIswxpgFmG5hg9P4bgVPCdziY/pW9EO9p0son0/cDKfMAIwzknexxvEiX8ecWP+CwQQNnzUYI+IaxP3iaUTtxDTpoWAiY61H3sNxBC9ME2yUydeUw2znNYQDFH7aGozag41TRvO/NYkmFRjsFYG79ulEDU1lO+3NTWOtwDFhDICJgQRJSJRngv2cF0ZDg5avLKQ49KKpF2SlYe4eg3qB+Au4ss1nKuo3RNY9wFslpJkr5Iv3CTPhuQLJa3LhsJlmHKRZLdNemwxfUjTAdZM+P9z9+extiT5fSf2icjl7Hdf3n37WntV19LV7GazWy2yKVIkJYqURqakkcbwwLbkBbBhwJJgAxYMjDGAlwE8I2tsQbKGA0mmNBpJFEVxUZNsNru7umvr2pe3v3f3/ezn5BLhP34ZlXHPu6+q+pU0emQA595z8uTJjMyM+Mbv9/1tMX3slKxZw92YXqw5QFbpi1ZUi7e1rN77P9bkqn2M3u3HseMENV5FJSlkJyBfQbEGuou1KelWg63RFxi/2Geu8i34sEtfCbGZKQj6RT7ViiSHmsogOoDdWO5FdShEZabEqzVQ0BtLlLXO4XQuDllJLo5lB00hIufGcJhJ+QrbFM/WUQo3asBIVJulYqCdQCwmd7ISQNzzfQKRCtdzGU8XgNVA+tG08EQA3wjEeW02hovTioXAcmYM384lteRdAycyuBTDq5k4yF1WQn4+rYR4DaxM/H+BpEB03tUriEryPUQ9OY0AQ2ZFpexQBnSeoAz808izuuuN0c8SiQt/CADEtUlJwW1zhJc/0X3i03naOd3UmX99M6+hnMDuuD7JCR6B6jFsk2rJg1yHL4G4c0ZWVJWWuw5bZDPXMBfCXGgYj4aciMf0RzOMwpw8CEhNhTyzqCzFpKvkwQzoDlZtgu0T1Q8wiz2ikcamDdKRBMTVDjKWSNntRQSjGWyzSlwdUTM5/RTCJY2ZNoTa0EdE5mtWBqcy0JgP+L2fOkP/zQWigSYfAeYy5LMwPo+yCh0sYPMlsPMYpkjSNu2rX2X8wimimd8gfGONhjGEmXAfeShieT8BU5fs+nYsE6pihVge2MIiZaAVQ9YSHmM3gWZX+jfOIG/DIIT5XCJXjYVuCjdy8aaNtfiutGIpa8E0JCPY6ZUrtXveDeBHFLxacBQXlDhp3Q7kGE/E8L0U1ucjhk+d5kTjFAdfaDI32+fGH6xy+G/v0DTiMnqwBFlPQO2ZQNTAdzKpYTsC/iLw3wLvIBJOhEgknyvUmTaSAe0U8AFlmdHpoq9NyszxASKNbFDOgU/tQ/Ex7Q8NgDgS1Xov1xwv4jsBOd5jEnT8fY5TYZyEE3E0X4c/0X2VYxI4Pk76cPv6Kpnl6DH842a2qPKWSyxJM4DHCkItGyccZgmHh/tkC+cY2xmycY61MXkmsKnyNtYugcrQrQ8JwgPUfk68MMYOMgJCpvfH9NMcFWY0lhKinmIwrlFlhoAx9djQYkDUTRkM7ZEaKi55UuVExLX2CUYbLXRyiLUVbLqC4QqoDJspyAPQhygTYZSGMCVp98nevEB0/i8T/Zk/IHn5FRp3BtQLAB1RqG1DyZw/MKIaVALxVg1zqFdkovRsUYdmCGooK+10KNJGy4i/x2YRnzMOhMBsGjGlqqGcazeHsCYqzH4uIfWTz/NRRCUZIP44M7HUWdYRPKnluzsXlhj9/FcZdr/A6qjHwe+/za7qMOQRlr58inTvJuk7GwwyQ5QURbdz8YupKrEsfcWI1PFvKBN0LyBgsWNFytCIpLGHqCzzCHj0ivtmEKnlTNFfpwKdoigxWlzTf2hX9n+vzU3cSUnDAYADBN/FXU28Pm5SO77BncNJI5qj+TLdufzPfvs0asskWPjmQtdPp5LB0aRHW4hJ7zCBi1hWG3AnjhnEMXkWYlKNyttktoLOQrAhKkzR4R6WLroVopWmGiim2pa2TohGiuFURG0PjE3RtkpUi8irIY3hmDg4wIRjpoY9BtGQvay8zgCRkB7VcPdyk8Puo4xHLbS5hcoNJlvApI+DqYK+g7YvodV7oM6j1I8BCcZexaQh5u4zZMs/S/LCMubJNxi/t0bz5oDcWJKqFAcLYoni7Q2F+KvaQpUE9nLhSs4fSERyS4v08t4UVMYwn4lksZDClpH0Ays5bAdyT3shnEol/H0vAZUX1o+J51cH/iwCLNcRHiQA2jG8GIU8cukELz/6DG8u/SiDu2PU+nl6yTJ21GO7tkWQJiR6mbULj3D67Ou0vvsGWccwb4Q4NYgKlAFrCt61Ah7LiDQ1i3iaDmxZ/2WvGDvzSNqDgZHv6sXxnOfqEJFAmsi1OX8RFwf2oO2hBxA4frX2VQzHIUw6m+UT+8PRfB9uJZ30WnVOaW4/uBcw/G0/DOfheBif4D1OXcIK6TemqKeK+AFMa7gVQHdgaLW6mGDIoD6P7aZY3STMtJgj1BCtd7HhIYqTRH2Lqmoqg4g8C8i1Jl0OyPMphtOWOO8RhgGdfYXOhoTRPg32MIFlNu6zd2tA2LcfqYJVxJQ7V1Ncf3ae8a0z2L2AfLAPdh3MASrrQB6gdQuCc9jsBireQ+lboKex+inQi5j2LHa4hYleQM39CPlP3sBkv0n1N++g11JIhc+YspKMJw3E/Futilk2CyQ5dg0x71aBag5PFsv0XizWj7GRHDK5lfwis1bufy2VPBkdoDEWs+hw4vkq4EtKrB6vFmqLCaHTCJj68XNUL/wUv9l/ntWDgPaHO9h2ghneJB93MCyis+cIzdusVlKSG5rR5/8k8R837G+8AT1xgKsUK57JCvXVyj122ea2Ee/UFHiWMtt7SlkCMy/ep8UzmkJUTpd0aZOj+V4/qxrz0AOII0F9k6f2tk9yCU598UHHTOznvg+930CZBCi1JV9yP5B4EPDwm/873znOgZnr39gKoOWI+fJ6BFEI09sDejO7TJ05CQeKpJ9gggwVL5OFCfl4jNF1VJqj6h2o9pmOLWFaIwuH2Bw4CMhthaxqSA5aBNMNsrqhlW8z39xmudZn32ryPOVMf0Q+NmxRiO9FH5ebmmuNGYLdnByFzZuQnUTbOuguKv0G2GvY5Augn8FmDanBUT+E2UUYD9H5Pmq4hxpeIBlA2r5IvvIT2K9/gH75FZpv99FWquDVLOS5eOtnKVSnYaZI+5ZHIk2YXKJc6xYez2DVijPX1VRC/4dGLCehhU7x8GctPJXDm1ZA263gLgDzNEJyHlo4iGQF331qlsWf+CIHwef54OpZ1re3GaTvYbIOYbbIWK9gKjcJU4tJFcOqIs0sgerQu32O6MyP0nnsKvxgQKDF3f+ylixjawquGgGPOnK+G8UYuULpPk/xPLJirAwQdWwW8VV5G/GWTRBA6R8zZv9I50SF49UWp/85tcL5gWSUiWjdb5wq4kAl8t47KcN4x3L7+yDh8y7HcSEP2o47rpOkxgV5WlNi/TksiLocqGQZlVYXlWX0opSgNU2Qa9KgjhoE2LBLEOaEEegpTdX0aY4VOm6SjjLUWNOrtohaGaYPSZowtR2QJTVs4xZzwYhnSVlvpUSrA778RsI3Cq5gE1kZzyroB4rGbg7qQ2yaQXYZlT0O4TIqfxf4NUw+BvM21jSAr6KYRdkNdKeO6hrIEywhVl/BjIYwHpAddhivzjB+/DzZ/O8QfusuoRE+Iwpl4LZSGAwkr4gdw5tjcUY7ZyQ/7gdVCbwjF6vZSeC0Edf5HS0m3hlThN8reMWKSuDUswwxiUbAC0gqwSCA5armzV98lNNP/SluvH2G3bUZhoMdkuw6YX+X3MSMaZAnLUxlSKR2CSNFnlYkE36lRbKZs2lO0Fi5SHT1bU4NBJw6RspgDJWkI3hPw3IuE/90MUa2Cn6oYsUfJ6YMyJtHeJ4ckaTqiPT6CmWxddcUsByKmftB20MPIIrS8cWBAN5/tz3Hy7ROqdL4ksgk8Zlx73Fd80HL/da/+cHE538XzZeWDOWqUUf03j5i5nt0DKGx6Df6vPnYDvNBjV41oJ+3CGyboBkRjjN0NUfpKpVqm+nxIdXaiLSSoIjQ/Vls35ARkDUsoaoR5m1a0wc09YiLtZTHbIJ5pc3VWwk325Z/bsqgw5OIJWQYw7VqTpJ2UXoGmAH7JDZdQdnXsSrH2oHI5WoE/DZWfw41uozN+5gsEuYyq4KuQ56KOZoLpNmrmHe/Bi9+CfvC/4Xg9TvkFq6EhZemFY5jJhARPbFwLYCdOpxIIRhCuxgEOpOo2ZvAjQTeCqGXS3Rs3QrfsEUZHOfGSoRM3A4ybpoVRfIXHqF2+c9x/c3HubaZoPZS8mwM+nnqwTNkeUxuW2h7jXD0Ayq2ig7PkFcvU6tfJrCPMBjeZnq/zfjUHLUAtnOY1eJqP2fgrIHvWTGXdymLpDsHvhlbOoYNECmih6hW1WJbG+E83uT46nPLCh4znyIk/mPaHwoAqVCqGk5qKIhroFy1HRK7ieg7j2UcXd19PsUnXn0HM/cd3ufJ9/4+n6X5nIgvEaWIaTJWYo2Z1xJM9kgPTm5lLC3u8vLT09wd7lMd7tLM2mRRBdsOoToirvaprQy4WNsm7XTIVUZV1TkgYlyDvBZQGafoCAKtyBkwPXtINj1msN1j4d2EWz1LJ4ehlmLPzgx4XolpeWYYcWDPkaKhOYLhPiRVbKLBRCirQMdYnYPtoFIL+gzWbGDNCDuKIbyBSqtgR8AAzD529C7Z7iq9V57D/MyfZGrnHzJe7bFtxJNzxYpz1MFQUvedBFYyeDWRvKpxA/JhUScImVCPAmdDCc7rIikIXL1ehYB2hIyXEJmAA8SFfl7DzM+e5def+nF2Xk7Y6fyA8ThG5zfR40W0ukhCnTRLUfkmKjqgmkegTjMyZ8iCi0TmNEMzJot/ALU54pUleg1Ncmg4T1ErRsGdAM4UrvcuydE2RR7VQvK4iUgiTaRSXVCMl1uUEkmEXPvkYFNWgOaSge98hnH70AMIlJNfcTSC0Cc/UeJ443MIk0RlXogiAeKKnNvS/d1JOo48Ow44+Jjtn7X5KpHP5WQImdYyIpouKlgaFdG5OcytjXni82ucOz1ktD/FwWHOflQnao2pLnWJ6kOa+T5nXt2jcyPlsoZ0OeblU31mF2c4yGrMxOJotTGcZTpKaT6fMmOHnH0t5e7QspdLcp6MsqZtEyCEeAhzbbgd11DVGWx/iLVvQNoGIrRtYewIW4RMK2VR+jQmWBTbZ9YHexuyW9jAgjoH5jaYa1g9QuU18n0Yvt0i/vKXqf+T30YFhqQJ07mYQHtFXoZxB+YU/AklYHEtFPOuNVLioI8Evi1YWDKSKW3HFj4WtizHMEbea2TiOhWn8rkpfvenfoHVbz9KutEj6eSQbQEhkY0Ixw3GYZvMbALvEmRVbPY0Rn0Zld1Bp31stEmg2+T1LiZOmUpO0IpDZk3C6WJMnrLwbeGOuaOkb3cQ9eQskg/jsOjfCvAk4h/yEkKqNos+dymr1/lNWeFIvoI4lX0WZ7KHHkB81QPkpjmJxHEeCj6qZ+tLEo4XodgW2fI7h9bus/P7sIAq0Mlk5Tl9EPMB5jhy9bMQq7665TxoK4i+GyCRqK8a6IQiyp9tG57+tTZnLg5Zm97j5XiHSyHMqpTBjRHq+oj5jZRmx6B1UUdnNaV6c8TcpUNWLk6zaKuYuMIwsIwWh6x8LeHcbw0Yv5VxZyzg8nu2TDJ9CiH3ujkc7uX0eruMZztgNJgUhlugbqP0DDZcAVNH6SFWh1jmsHYaGymwz8D4PVBvYvU8NjiF4hwKC8EQlS2DGYN+jfyqIp+9QnLxDbY+3GTJiK9GOy+4kEgmzZKFJzM4p0H3IQtFStkpuI4DA5u5JNjZzQWUe4W1q0FppQuLz1XEBFybDrn1Hz/LwfsrmE6GGT0J/SnCfA01/gBr3iTNPiBNp1HBaQKmCE2XNO+iglvk6jvYxGJqz0O4TBDuUslaPBUt0taKsLASLQDftgLYTUS9SpAM9I/YskzEs0Ufl4o+v0QZId2hlEB63GtpcZnI2hZ+5zOMV/hDACDOROveh5SJYv0YBae2+BPb8RuWo7buGCHVXF5Ud3wHNsbIqqW84/gqjzv+ceDxaa7nkx6YAyk3YV3WqjEywBYQUf2xQFSIvbHhxqsjWox4LOwwG0MztdiR/ahi2w0t6QOzAFq5ZWU3o9Hr0dtOWDobsxpXuRhrBvWE83+3j/61lLVdy54VctENxLMIJ3CoYM1AJbFU1w6Z+fIGo37EiEdQWQLBLWxQw5gLEHWw4RlUqGBcgTzDdr+DyhoSFWdSsCso+zzYE2BTFO+DjUA3gQPUYI/kRsz4C2cxN7bYrliaIdzuCpl7mAowzACboVR5a2USq6K1AEtmZBHZQNQBF0l7aMscIE2OPvdTwGIM279whj37HO2bI+oHi6jxJoG6S5I8ilF1tLpKwgBj5tBcJgwCTP4Woe2QsokKLTo8jbWajH3CaJHZYIFRsMNOP6Vlxb8kioTcja08783ieV+0pRn2RxHpoksRBEhZjc8WHJWm9ESddG+Ii+t6ufhd71OM2/u1hx5AoOQE3IPNvZebaJNSSuC9d5YWt6o7VcipQY6wPI5MvR9ITAKW++7ToPmn2c+pYi7kOiz6eGglx0OipK5KbuBMT3I/nMwgTQydkYj2eQQbqag9Z4sbdymD79fFi3KYWqo3xyxvJdwO+4TAGWN5YmhZz2HbSBq+DjI4M4qyGQgvcwt43sLFdzocPvUue7UF0sCQNxV21MWOD0C3sEEM5gDyTnEDW6g8kQ7aA6ztoQxYuwuqB9k/AHMDFWgsP4bNL4CqkPUukD1+k6z2MkrDbge0FXNmmAt3kBiROPY0NFO5Z3etgEiCiO4UnMgy4gLu1FYnibaQ8dNB1IbLKxVufOFzJG9VUMMpuuMWgXkXla+i8x5R/pNY9Zcw6XVQmwT2NQIqmGAMuonVU1h9hipnMapLjWu0sgqt1hSH5jVqfcN0KPltq6mAxW1EtXqueP5rFJYvhDCuIjE5dyld1+uIGv9IcU1jBFx8vw+NfH9AKXV/FhCYnC/3NKXU31dKbSul3va2zSmlflspdbX4P+t99zeVUteUUh8opX7K2/6CUuqt4rv/p/qYAjJ+c5PbqRsf8QKUEonjLxwgOO86l5A4VuVn5/GXecef9Dj1X3BU2rATL9cmyddPavfbzydy/Wul6KOLi1kL4D1HhuVwOoFtLZGdZwMIQ9Eo0hCWrQBKX8G3rHhjTsfiCDVlYKtvUW2DPTR8qWeZHktk6I4SU+AWsko50EyRgXwRMZuuDjOmb+ySzLcx3MDm65DVUbaCMh2UHaN0iDIAdyEeSPw9J7FmEaXXILyKshkqq2BNhKUPpgP2XaztYFQdxkPSPGQQBowPxGM0QKwWSkvulDktdYFGmZCjZ0IhV7URcb+CWDoqCDgsURLtCSKJ7BfXWVNQieD21xfo7M6QbIHqrpOOr5KMr5GoTXS4gbVvkuRtbGUVG62j9TWMeQ8bxiRJAzPagryJymaJswq5mSUOT5DPK6LX3mMpgysRnE9Eakqt9OkpJIfsdSRQz0nMw2IsbCLf3SleXUqnslPFczucGF8nkOC/dvF7d8wHbZ8GfP4B8F8Bv+xt+xvAN6y1/7lS6m8Un/96UX3ulxBe5yTwb5VSrvrc30FqvbwE/Drw04ir/yc2N6kcF+FWZxfy7lQUX8UJi30DddRJy/l5OKnGSTTumEqV6fJ9K4/7f9zEn7SgfFy73zEmm5OanISVUPIhB4gK1lSSgAYLbxSOMboIWz+dwXIGGxpeVqAD4QuywnISA2EABy0IElhI4Ke0DL7fDoTfeNOKQ5a7pkzJir8JXFOFmF3o651rPbJnd6FSJ4hnsOY8Nj+HVTVQm1gzJf4e6glQkSQ3DYYQzYGpAQPQb6LM5yC/iDW3MDpFB8uo4ARE+wSVVZrdIY3UMLbwXHEjezkEWkDutpKI3GdtWXTriUDuxxTwupW0igaJNUooM6G7MdQsXkMF8axmcOVxBjdXGLUrxOkOajREqRCV7aPC6xhVwQYnsPkMAQk2zFFZHVKNyWtg68R6naB5iSCaI46nSKYGDMYvE93d57KCz40kQO5NK+rVo3JH2Dby3B+3ImFYipwgAbyXl9s08r6JpEY8oDQQuHE8hUg0dxDpMUXc8Vc/xXi8X/tEALHW/r5S6vzE5p8Hvla8/2+QFI1/nftUn1NK3QKmrLXfBVBK/TLwZ/gUAOKki49Wdy0ehMYe3cfdqAqlWmKRP74XqwMen1z1fT6MvVdNOXI/uFf6cMeeVGk+6brc8fxtPnC55pO+Ttyu2WICK8lxsQWcSUWP/qIV3fZfIWZKHYoLtAkkV+fpEPIqnOyAjYVM/JqSDFqvWtn3O1bUlJyy4HhoRQVoqcLErApT5xBGqwnV0R3CR08wfrtKRhXLRSxVbF6HcIhRU6j8c5AfQvgbUNkDvQLZCmRPAzex4XvY+Mch/zFssIWxVbR+haC2S7xymvroJnNjy5SGdSNqChqUETXtTi5SxIfAiUIyCRG/iSrwNAJ4ScHrNItr26NwTiteS8C7AYQrDa41zzFYjdBtgxlYbNpE2ZNoHWD0PnnYIUh+BqUq6OBdTL6KVWvkpovRd6kHp4i0IaycpVLpMt1aI5gaUVn7LnMdw7SFN7Xkg20iqtWw6NN5xKO0i7ikv4/4eizkRfwLZcEo5606TUm2uuYynt1EpJIuohLV+A8TTLfsSjdYazeUUkvF9lMcX30u5SjQue2fulUoQMKWjj4ZZZW2CjJAGpSp+1PKgCtn0TCU9VU0HMmm7puAfU9W1ybVGLjX6vPDtEkuxE789/fz3d1jK4lvUmQ1OYuUOdQ5nAvgG6EMjplQXLizAK52gYos9utV8awcDGGqD19Rour8AfBvcyFHO3iFvIr38xT8gBZT40wBMlsKgpHli99c5eW/PMdg/RlMGmDHA6yOscEM2BzsMqgZsCHonwT7TQi2waxggzPA2yiVg5nC6iVU0MdWOhC0qE53WPn8Xb70zZtE1mJyuJ1LVrB9JePgkhVwW0esVodITtRx8ZAOEB+Kui09TftKkvGMKEsc1BDC+Xng7IUpvrm3iB1tY82QJJjB6kcJhisQRuTZGoazBGEDbcZotYhVUxizhwqvUws7VCodxtELqOAqYeOASB+yWA1ZSnosGwnueyoT87JTO/qIRJEgfEgXkfxihMBuIQGFd4vvTPHfjV9/LCqEtxohkodWotZeQM73WRwi/12TqMdJ5/eT2u+7WPulLZ1kESIAUbMlb+Ecx5QqPQgriKjtJnmoIDBHbfoZpZONKwNxXCCeMxH7k3ey874E88M0X+35YaQWd65+ISnNIxnLtinKEWTwVS0r0VYsevy7OVzXYFNJXlzvw6kq3EmFkDUB/F4mksd1XRZacg5M7tqrSlSC9VwkkTlkAG9bMTG23hrxxNWbvPrsEsOXZ8jz62K+zQ4lwQcGq++gjEHbFjDAqlVU8CHQxcYJKI3ie6h8EVUxqLhKPDfN/Ndu8/mXvsXXXxvwjUSu6baFpVBAZDeTIsstK2NijSJmx4ovyNiWUudF5Pl2C/DZBJ6ypZq4h8TG/BkL31m8gFl/BDvcIE0VZtggyC5h65fJs6uQNQhYBL0FtonK30RFjxLM/I+JDv4WUVZB2dNUVYhljzy/yshq5uITXM4sWQ6NGHbG0pfbVoBgmnKMg4zBFkXyICs5QjaRcT9V9NmNI583A5kX1eJZZUhQ4kLxufUpx9792oMCyJYrIKWUWqHMu7LK8dXnVov3k9uPbX5py4pSNkIe/oiC51BlAR6UDJhlVWZs6gMUq8o0sl9Caa6qUgYQ+Wjt3N9TRDx3ZSKOa2ri/w/TnGrkO7t92vM4UtlQlvDcQFzdZ6xMmm+n8E4AKwNZbVqJTLS3gZ9CuJGgIyBwG0nN17aSKvAcMrHe05IS0PFJTWSFfA+5p23kvo0RaWcAHCTw6D89QP35D/nmuXPocYg1a2DeBnMaFS7CwiXotSBvo9I6ZFU0i5j5GGpPwcE8OtxDV0bo6hS1c7c5cfb7PPLKS/z8t/e5M4D/rynF82uZcEHOUaxtZbA5tbZacAfOJN4o+n0bWXhatiSK55Cx0Q4ERK8FijScp76eovOWSFF5TpAfYtN3MUEbpR9Dx5cx6bsEKidmF1tbJ4j20a0/hurPooIO2O9BYDBqinZFsTg/5IW1Pr+ZwXYm9/ztQgL5XNFX5316rfgcFf3rIqBwCZEUXWi+a4cT46mOEMMDBGwWEOvTJcoi9A/aHhRAfhX4T4D/vPj/L73t91Sfs9bmSqmuUuqLSCa2vwL8l5/mRIpC1KR0V88oJI/iAs4ik92JcFCmg5spPjsPSp8DcVKGRfJHBPaoydif3B830e+nevjXYLlX2rifaHZcmwzucw/dMfJQiKgWlnKp07KZitRwWsH7qZRIeETLJPpmwWfkCtZykVhGSM5RayQ5r7NOOeexJuJzkSNkaoei6nwB1m2gs5PxI796i84v/R43L+3QXtOogwq218cmc2BS1LRBHb6BpQZKYfQWKnyK8Kkp9DuHBHPbtC6tsrS0x9mtd2n+i1Wev5Gwn8H/p7iBM4hKUkWe/WsU5SMRQHMrsgO5HJlE86qosWLlee8Xas8OwhG0gSeNFKpuaNispSh7SMSAzEighLbvAQMCVlAV0OkIrXMCnWA5hU3fIjm8BcEyURhDHmHCEUZXaXGGM0spz+/+Lt2NERdTcWTbNDIuf764398v+r+BTHinhlQ4Wk1uFuFM3vPGlz/GXCR7p3g/g4BShCwEpxBp5kHbJwKIUuofI4TpglJqFfg/IcDxT5RS/ymihv9HwCdVn/triEWnhpCnn9oCkyDoOYcMgD6yshpb1gBVFK7sWiwUAXKzHOeRFQM/tOVFp4h+/FHMjCo4EyXH8IHEiYSTD8j18ePUkE/S4XyCd/KzAzR/u2sugDAsrrenyhR2fSsSV+HlTbvQe6/nsk+k5LfXbVE5XouPydgKOOCdu4IM3h3EKuOsFW5idor+7FBUWltLWP6HHzL66THBC5doX7tAei3GBHuo8cuo8QKocyh1Fxvn2LiLHb5K5d2zNJ4aMRX+Ho+8doP5myNWOhmNMagMvm9lsPlp+lrF+VMlVpU+AnSNoo+d4uUc8tYK3f9UofZ1lYj0+0rGwyXgIIRWBC1l4e4endMZ4c4eoV1HVWYJKz2sybDhPtrsEwbT2HweG6yTMgB7CuxjBGmKCUJM/RCtLFX9HHNz5/iFc9/m7n/7PW4mwietGRHbn0IWhO8X1zeilDariMrixk2Pkrdx0nmTsmiUa1XEZyi35TGcun+h+PzDcnd+U/a47MAPUasrZVeUVH6fRVjpgRL0XLfiEDVDKbLuUhb3iaysRCMlcQ8pQF4UPqaohVsASGjFb0LZYtWyRyvSOR7EvdxE9p3RjrPC3E9ymQQUPbH9fgCivf/O8alKCbTOH8ZJbXPIvepQ5pG4gKxYmrKm64wS68SgOJdz1JtGLBJtZLAGlOnyEkqy1d2TWcTtuqVgZSHk4E/P8eFjz3OwvUx2C9S2xg6fgWEdnd/CxENs5QA1G9F8MqW1+dtc+pebnBwbTmdy3M3ipv8aMvjbxfmmkWfY5qjO74C2rgQMXRpGZ80DOBNIFvW8cGt/D1mNLyNV7KIQmjFML0+z/kt/g7c/qLC+t48dVFFqiB60UHoLmytsfhGl5yHKyEZbSP6TPUxSg/gFbCNnSq+yvPQCP/+Fazz6zb/ND17epj0Uc/g5xD/jA4qC4EVfB8jiGBQLRJ+yVsyYe8eWUy39sTZV/C4vjjmFgFWkRCX9KPOZtZND8lO1h94T1XnKzRWfA4TgqhTfBbYkjQIkq9NU8f2B8jxQ7dGCPAmFlcGWTkSqcF+fBAxfNPTVFe29P04y8dtxEgYcPd6khOHv647vrhPvs7OW+GkdnPrRLa5tnpKv+ABZyauUoNAtJhpK7hXIKt5AOIVO0Y8KpUXLOea1vb4OkVW+BeQ7Gckvb/MjZ3+HH3xlht2vLFDJTtO9EaFXW+hsiWgpQV8cElbeh99+n6nf6/B4YhkEwmf0rYjY65RAADJZoIyi9fV4dw9TWzq+QWlhaSJE8EnEEctJameKsRNbGNRhOwG73ib+53+bxZ/6RWpnLjLcqdA+iKBeJe0FJP0RQfwmNlkgy08Q2qcwacDYvIYNYqyeJWBMUDvLiy9ucOk7f48ffG8blchYfdHKIvYaon46Y8G4eIaJLaWsBqX6US9ejhPZLsaCMyy41vPGjONRxoi0s4qosPFnkCEeegkkVsrOIcx5SuGHgHiX3ix0iwEyMRItolrDyqBOVBmOvW/LgKmaEhRP4KMgPN8T1fd+9Z3NfJBwE9uZfu/nA+KDjN98sDDevpP7W+4FKOcX4t47b1worVaO43Gu2TPI4JqmqAdLCThO9HWsv6VIWKPEg/WAUtpxEogDWk3puelagKx0LS11bi8qeDGEa1OKnbMxd15cYLExTZIqLu/22Li5zfqHY04fGp5UYjW7rWSCrBeTqksZsuDu0TblSuyeg/+9kx4z77sQOe4spal/oCQ1wJ9X4j/yOQXvVKWMxMJI6tOsT0eMLpzAnJxHzSzRrlzhoHOR5PYBZvwOJm+TZ3+SLPt58vwV0uxlQp0SVeeYbp3kJ57P+RP9f8Thr3yHYWal5ISW1Iq7iOtBWozRA0q1a7a4nlOUUmEfkVKclOlUHY2omnscr5YoJOz/UeQ697W8/wMDgz+qEggcFd0dmZTq4mYqUVVOALeMPIhmIXlMU0RT2jIxTwocaNGXK+beQDkHJpMqy2R//P8f1+9PkkrcOSelm8nP/v4O0PD6GXIUPHyPXUVJcvaL75xuHXEUPB2j74KwLEcz1PucUEpZZNpZlRzwJhREJRIy/14OVw4tJw7G1N5YI2NNAhytcCdOOvzQyjErVqSOOoVvhIJ5W1pfxl5fnZXOPUvHdzgAdRKqA7wRsvo6IHEFqD8s9tkKxODSt5DEkhYxHKXkr91FvXWXKIfR4neIv/qz2CvP0t09h1l7H80+hh9g7TRh9ARx2KHZUlx6RHHWvE70699nPrW8hIzbneLaLQLUu8V19JGFbrboY4xIjY4XcTlv3DNzGfYMsli2uNeFHQTUH0f8fVQgi+4wPyq5/rDtoQcQTenbf6jEVDmn4I6VVbViRaebovAqLFasnhbTbgxYDWEm0kmkZBC2CtHRDXI4OmGP06l9oDmuHQcY/qS/3/f+9uPAYxJA4GhwofZefpyQ+43blni/TSitWI5otJSVyzqI/4Q7VlAcv4oMbBc2niOTr0bph6MQ68FM0fENBARuGVE5Z5G0fSvFOVy2rR3EolalWJUpPSortrT6OKByk8ddI5QLgPOedffFLULOKS5Xora5sPcrSqTRIZJWMAlEcuoHUiMmVDAXi1QbZdDc6rHzzd8l+vrn0ZXLoIZkSYfc7mJ1Fx31iKZvsXxhiRceP+TSv/4dWp2UHBm7V40YBNpe/wJEVT9E7kkDAZP3i/9xsd1FobvFtI2ARo9SrTzkaJtFpI91ZLEdKvn/XsGxPGh76AEEZGBmiLnqrCqiLq0AwgC5adtKVpVmMSiaVtSeD5WAylyh43eQzNyRLaNc3UrrVqlJXuK45qswvoXmfvtOfufO56stbru/7yS43E/6cZPDBxb3Sr3zudXLrcZOYkgpJ2OPIjTcO6+fGmGLkri2xXnPU07qZWSlu4UHSkYAYg8B9JNKkhvvUprnm4jadN2WgW0OEJwk4ZPNzpfHWYN8LuSj56iKe2OloLVRErGbWj4KfX8Smbh3lHigHkYQ1SQ9QHMEBxWx+o2tFOnWoZjJZw72YO0Oqn6RdrVClm8R5r9JWJsl1MvMzi3w4pMjvvKN/55br95kO5WKc7MUgFssfgeIShIU96eKAMIW4uyVe9fpFgGK/TMtEdlDSheHcGLANRFnwzbiCHgWIY9DJWTy5mcQQR56ADHIChci0ZaBkhvuJvtISeh2C7mB562QeKeRFSUw8rBmkBs4LCSXfSVqjFLC1LsJNenFB/dOaDdQ9cS2yX3h6EQ/DpAm9fZJF+TJ5o7hv3z1zkkKvrrhAMSXZByIOGBwUphj7I8DQ3dcZz50BHeGFEHapwzqWqSwJCioBfIcDqyoBSMLd0zh0KcKqdDIMV0xJ/cMHMiOKDOlQ1kn2IGHa/5iECALRUPJwhNr4VQUAmoDKyD0HLCmhRu7FUJShxMBqIoU4R6lkDSg05Po3KzQlWZsTmXtNxi98FcJzFn6tkJQfwdDTiW6zBdfuM2PfOdX+K3vXKczsh8VgQoRANXIWF0vrmG5uK8hshhOJkF2z99d4zQynhtaCmd1im2xLcHERaHXbHHNwDsaHrVQicF+lnRk/CEAEOcFOYOQW6mWCMV9K5aEaeQG9hXMpgIgN5Xc5KaVQXEJYfQVkhvDDWStZBA7shRKosp/cJOTz03YT9t84HDv3WSclDiOa5MSjH+MgJKTmAQXH5QcoDiwmCSFffD0JSK87x1Z6+vcTjp0g9V5Ag8oM4LHVhzT5ijISysrbh+RACiexcgejbR212cp1ZyMMnPYAfeCu3tu04jEoZSovPMKbhjJSDaizG3ySLEvORyGENQkUXMeiENeBSHnB9az0IWQ1qDehebd69Tm/ynp53+c2YYlSs4wf2KW5+pvcOk3f5Vrb9zhZgJPKlEbKkYkmUMnERR9niuupV30yyemnYe0kz7cpDXIwjky8v4EpVnf+Tbp4n5lGq4b4f8qMUQJrEWS4S76DI4gDz2AOPF5Rold/y1Eb+sjjk8VK/lCK8gAfFfJqndGSSKZ6UAeTpbK9gYiWmdI2vzAlqKym4T+ZPT7MbnifxrV0f3OByBfDTET++HtP/nZbz6AOGnCDTT3UCdB6jh1adJc7Q9O/1y+hOOkFZdKwUlvvnk8QsBlZCXojWK/xeI3lxFvw4/6aGWhcCU5Zor3fcoYFRAgGSMWGKd+OcBxKk2l2K+vxFQbAW8YkXKc564jf6cRM3Gs4EIkE7Jdg+5ATnqgwNbkXMEAIg1jDWlPwCnLDNOvf4+T29cxFx/hVEtz+vo6zbfvcHVfMo1d1LCYw7dDcRpbSAuHvaLfTUoQPlH0fc+733UEmP3nveLdN5fioYdI6yDcyGpxnQvIopsBKpSi3iMFSV8O9sMshpPtoQeQKlJz9FBJLMdhoUNOI9tiK9GU64iouo9UN79GMckKdK4osc6sIw+vhQzmDqW7r5tQPoD4q/TkpP40/Ifbd/LzJDj4k9iXKD7u2G6Vdv32iUTfcuImuOJe0Jjsgw9qPmAG3AtkIUfzyjrC2+XYcFneDMJ1WMqETj1KaW/RO0er2M+J82NVkLaFmnlAmfPTgYfziwjw/CeKY+RIIfCBLcGtgoyVRyiSLgNf1JDV4HoN8gH0m7BVFcJ0LYdBHy6FxRgKYLkqMUW9EA6MpXF7hxPrO4wSIUhPIhLwkpIavLmWqnenlVzTjD1KFDsfjhbCe7jQi2nKaFvn97FfvJ7w7kVY/N8t9nukuMd1ZMwvIPzPVCGK5oil6TJlgaoHaQ89gIRKkuVUjaR8sxaes3LRJ43c5H0rVcPeV2Vx4boRNWUfWTHqqkgLWIDHjBK98NA7l+ME4N6J7VbwyYnniMtPar5U4Vt93HEnpRTfH+STpB0HFFCWI3DbfenUSXPH9df1xedOfGDw+wNHvW/d4Hd5Zx0wjBD3eufdW0MmTK3Yb4ky2jRSMpljCtJVwbIW8rteHGfVFiutLf0/nNUhpPSFmAZWlEgpbSUcV2DLe1FHTMLrBS/yUxZeVPBmD05lYnXpz8BuAIt7MKrIeToh9BuQKcX5zHJmIAmKxgvQPYCzKdQD4db+BXA+F/WpayUBdFqcO1XC9WwhL6dqDCj9lkDAuE4ZKuBLjwYhpS8j+TMUIn20i+/qAZzJ5XndQubLCStJpeJASNSTlGbkB23HqbsPVXMPPUEiKw+VkEBbVdivCDm2oeWmnVGwq+GmlZvfVbBQ6MEDxO7uBqi1pXgM8gCcSOw+w70m1PupOPeTMialGPeds/74ur5vztMTx5g8NtzrZu/EYBeGP0mG+vv7v/OlLr+vx6k7/m9Sb78Rcj8NZSkBZ3ZVCGjPI0COkn06yATaQyTLGOGrLmsBma4RC0OjuNk1XXI0MSKZOILdJVpaQXiu/UI9nbVC4DrQdF7NY2RxeqFYfDaRSRX0ihSCFmo9yGswnJU6vN0A0hROB5bTI5iOoFGH4BD6Y+iOJK/HMzn8bC6T81es+F2Mij6uFtfl/HGcxFfh6CLlPE13KE3jitJSZov7to2MZ9/Jb4hkoV/VEgN2mjJepgX0TVk/5oDPBiAPvQSiq5rWfEy1nXJ3ZEis5a6C+RzOKUHzG1YyTekIbCKDJg8k1d0U4g3prAKHyAOYQSSXTHkh/MU5J8EDb7u/UvvbJ3mLj2v+yu5/xjuuIzqP+61/Pt/L0v1ecxT4fMC5Hznsb3OEqU9o+hyICyNwlo7AO5bzZnV5RJr2qDpVRSSSk0i8TKzhggaVFdm4LFwN4JqBJwysaJkoAyUr+2kl8SKOJHSLQAMR013MiFNLD0zpNBcjHEMDUQvOGgGPkYJvqeIatYyduQ6MG3C9BWEbZiMIxmByWNqVLO83ijD8ZQP1TCSquwF8G1FRzhb3bJuiOBVC/EeUqrObgC5h1ojSwpIVn2uUAOE/rwYCFqcpEksjEsgUMgfqVs45i/TtEJG8qlaSQM0Uz2D0GRDkoQeQUa3Fxo+/wEJ3nfHmNq3dEQedlOlBxii3vKfBahFHq8VqEyJRp6qQWCIlLrs/KIikKY7qjpajWcrgeKuHaz6XMNkmJRbX/EltvG1uovqcyGSsi3889xs3YSdVlEluxX2+n2l2sjnpyBGSDlAcrxJR6ts+oWq9fRzPAcJDdBErS6v4zhbAP6UlvWJDF345AXzXSH2UR4tnp1UhjRQX00Oep7GlS35AmcZvpMRJzFhRUaEEjymKyG0r6pHjA0IlGda6YZFH1MBqRcCkvi8m19kc+hWpzvcskCeQj+By0a8dJFp4IZdr3kOsLpGVz05dSWzpzxEhoNelzEDmLwgONFxuU+cE5yQ6l9vEOZ0NkHu1H/JRXti14n6fsMKPtIt95hVMa7ht/ohLIMNkmmsbP8dq7V2mLt9k+dEeo1Gf3t4WO9fb1DdSTgSWcCw31+V2aCq5WaGSwKGulVVs0QqZlCIWHOfp6KSPSRPncUDir+iaj38A7jf+fzfxHRi4FR5KCwGUapV/Dl9yybg/0E2qWcdJG675oOPUg488Nif6ZyilC2fxcb4YbsBPIRNiGVEp5hVEFVhpKqYaAboZ8Oy0YuGk4Y5VfLAHmxs50W5GayCFojaRyQpF3ZNMonKtFrXlsDhniFhQRrYkZgMrQXHu/jWRCVdBFpkcMevnGi6pImI5F67kPSXOZFMGDqdhaSg+Foc9UCl8oQpxX3Kv3o2gmoE1MuY+UHLNs1bU5rYt/Vc2KOKLKAlgp3K4KNsZSo9g99lJS+55unufe69pBIhuIt7XeRPeGMEjI3HwW9fSl3kjINYqns27gbzXf6TNuAby/hyD4RU6pk5Q7ZGahP2Lm6ydWGfppZvMro6oGktdwc1CTw6NPLhTVgAiQohT53wUUgw4WwaeuXa/SeerHL4UctzKD/dO2En1w01YF9kaIYDmSDXFvb4Zvsrgm2k/ul/cK20cBx73U7Xcdufz4QDLpQxw1+xSIrj3NUpC8wRSjuCygoaBKzXFzNmI2Sda3H2qRX4y4jt7IWv1DvsjQ7QNwVcss2ttHv/emPhDw7YWIvy2ghNaOI2GlRW9XUgfjisa2zIGyNgyUXKXMgtZizJ/ygDxD7qi4em8ABAFLxkx/XY1RCnM7kjekGUN/QTmMnhhJEmsz2hRjd/NJedsw8i5d5EVfwZZwO4i/XHnds9LF/0dICrGbPHeRdI69aWOAIwtnol7P0BAo4MAx2nEOjQG6m1ZQPtKgPSEkVIWj1Kog4hHajOHcSg1dR60PfQAgtEMRydR2TRG9WgfznPYUuQHi1T0SbLnc2x+i+7dMXMBKAPjTG60I9iaSmqczCtoG7l5Dkic3u7zEL6kcByX4APEcRNxUt3xCVHtfXaru4txcDEakZIIUF8K8AEq5HgLi+vPpBn6uD752x1A+apU4G1zUoeTOBwR7fqnkXs5i5RM0MCzAfx4CNFsiL7S4J1np/hm4yRvVWeYv7HLns0JD6cYR2N6I4PWGRd+rMnJH4l55m93MR8YQoQgX9Ly7PaUOAG6ID4ngWXIpHDST0TpiDVbbMuQBcM9g0ULrcJR7JaW+BRtJWPbm0auYzaFuUDc2WcMPKdFDVZWLEJ/YIWoXFJyvjUk5wpWJrYj6NuUuUcduDv+IkEkiAvFftvFfi5dpXNr7yrhgJxq6MZvq7jWpobnDFwtgHaIjH+FSGTKyv05h2SfM8AFK1HIf8CDt4cfQKwm7xyg9HV0PENnqDF5wk62yHxcZ+bcHrWvjxj/47scpIYTCnZCaATQS+C0EbJ0AVlpvmUFXJz3qZtsPq/gTJmuuUHnu0l/1D3vvz8x4WgQlwMQf2JCCSBOAhkhInlViY+LI3ddX7V3bGdC9k3PHPPeV70mpR+/r5G33ffGdWBnEdEcW/Iho6Ifzl9jKRAV8ZG64vLlKne/sMx/V53ltZkl1HaV6t5pegdT6Nkd0rUGh2fahPUeSzqhcnvM1hM5U/+bjL3/fZ9vH8JcLoGQYwvTtozCdc/Q3VPnneoD9Rzy3MeULuQuwfAUoLWI9G0L72u5vhsGzmqpDpfkcC4XMNCqCDBUovp+yxYh9RbSTCZ/E5n4G5TmdBcV7KSJdtHvJUrryXKxbRExy97yfr9LEXxoy8A/KNWXWSWLzmoMP5bCci73420lfFAlhyyEhUwklSsUliArOVhHydH4mh+2/SEAkBBjd1FqFTW6QqIOoVtjmD7DzlSHmbahU9lnbmGLfHMEeWGFQUikHURvblm4a4pwcFV68Tl/AhfW7lZ2XwJxk3FSrfg4XsE1f0C7FnrbKxTh68U+fSS8vKXFitSgdI7ynd0+CUD8NmmrD7xtfv8dL+OrRY6AjClyiNjSY5Ti3BUl/W1qEd1PVxQ/93STv/fVE1wLTrOeROh8GT1YgOwEh3mT7qYijWrUdhIun2gSRRVqgy3OXO1y908k7D074tHv5qwamEvgfACvWfEBcSqp4xNySlOnk0gWEbDoIepOTumkdohYclaUEJ3VXKScsYZbuVhYrIInUrkf6whx2tViHn23uHFOAtqndB+/WvTJgW+92KeGPEvnRu9A2lldEgrLULHfIWV8VxcBET+VQbc471NW9rs+FqloUcv4etTCIBAJ7rKnpncQded20Y8tPlubHFv3tPuUtvy/KqXeV0q9qZT650qpmWL7eaXUUCn1g+L1X3u/eaDSltYeYMegslksq+TjOunwSbJhm6Q/4FYKV62m1gigIM5mDSwaIcNQkrrNwEdxEThRUMn+LvfF/VQXd6N8aQLuBZDjJIDjJBIoM081in1mkcHWQqwHy7aI56DMIu/IVL9vk+bgSYlnUm3ygcO3Bk1euwMTBzZuArh+OPLua8AzoWR9bwL1EL5wucp//cxZXumdZXWvwqh3grgTYHYqdNcPaG/FjLs/R5heZnrQgHVDZ3Oe6q0q65tV3vmwCksRSQyXc+Eh3siFr/I5hIxSlPfzkDiAbiMLiAMcjYTjVwppqWegk4laNJ9KhO6PKeFvnkuFxP0eEsC5o+EbBl6lADFVpo/sIxN+n5LwdKphwlFV2bmmO+B3YDJEJvcN7xm438bFd46L0ohxIEPMsXOIw92hAluBtCKqSjODxVAc4uZDkVR2i+f2+eJYHUpL2oO0TwQQJBHyT09s+23gKWvtM0gelr/pfXfdWvts8fqr3va/g9R6uVK8Jo95fLNjbP4hZLfIzQ0yZTFWobiNqm0xzGK6doX5apVZI8mB3cPZi+XmBlZyqq4jfh+RksEYWlkxnfQxGbXq/k+Chs9H4L33J+skn2Im9qM4b4PSStBCUhDEiJ/EeS2Oci7XhgM6H0h89eQ4MPOlDShVocx77/ZzfgnOEuUsK25CtpSI3tOIfu3Ixw6SO+Oiha8vR7z0lSVuNRZZHSxzMD5L/3CJznqVQbvCeG8N090n6jeYOriIGjxJ+6DGoPMBhxZuD6D/es6pNTg3kIC2PzBCWO5QlubocjTBzpDSpGsp1ZyRdy8yJfe7bmFDieXGIs6GGjhtxVnsRS3f/25x/Y9a+D0jaQcPKSPDnbSaU6pU7n5VKPwsvP+R15+6t+8epUe040WgBHIfJNtKjt0q1Mg7FFHFuuDHRuJbMxOL1apuxfq4Z+FSRfLkZAo2lVjIHD/0oO0TVZjjSltaa3/L+/gS8Oc+7hhF7ZgHKm0Jc2Dmyc1tbNpC5csoq9B6haxXQ0UHqKVtdqciVkLFNpYLeVHXRQvqzhSSSWyLlcLKhS8gn53nJhyd4EeuYWK7E/Un93Ug4k/sScnBDXLnMzGnROSeVqC0OF+FCr5sRSztKfGudYFmDvCcCO3IVJ8DMMece1J68T9rysHgq3AhMumqCNAFCIhkSnT3EWLNmM9FdQn/xDxvzp9idydGDSLs3gxZbxGyjChNwTyD4gyVNCPOO4ziCsMsY1p1Wc1rzCnILsSEh5o3XwNjYC0t84NAyX04ddJSEqsuHsZQqjeOXwqKe6m17P+sFWlvHXgvgCdDqaGzasV6Mlv89l9ZeBPhFEIl1pYhInHkXl+clKMpJct20WdHPDup07n0h5Rh++44Drhd3I4urj0triFBJv8IUSk3gVNG/Gp6Fi4PYKMCf1xLrZ6aEnVG5ZKYq1Ko9o4jeo0Hb/8uOJD/CfAr3ucLSqnXkYXp/2it/RbS71Vvn1U+prSlX5kOvQTpMpbLqPwCKhyjgg3yUQXL40TdNWoHd8hMwNDKKjJA7P3xWOJlNoEgkNiYdSMPZJbS/j6iFNmdtHE/P4pJqWPSO9AHmknAcf+dZ2YV0cMbCs6rIk4ihHYmoLes5GWV6N6uWlyTMifKJGDpifO5Zo7Zxwc5J4FMqi9OXVigjHCdtuL01VOSkObrAeymcGU54tvzK+zvLrK/DX1jMMkspA20vUUajLGqJXpEcodhZQ9l51H9aUaqy6nZAxq1iOk0YLthmVaScm9ZiwPWjj0KIj7X4NQsZy51Or9TvRqU5S6qiBOVspL6IUEmeDsTSTWz4jx2xxQBnO4cVsBjGxk3TjJzkquzqjmpwd3bZvH5bvHMh0Xfp4rvFxAuwoGR64/z6m175/Kv/QzSl6z4/wSwHsFbCcwkct8WrHj1ntSSFnEfWA4kwC8qpKjPAgKfCUCUUv+Hov//sNi0AZy11u4ppV4A/oVS6kmOX9TtMdvkC68ynQpPWZNtoUyOrm0R6BoZS+TpeSL6VGZnaEUNlMloGMtASXnA53LxH+gp2I+ENOqlorZUVDmgRpReqA79/YCzydX7OAnFVx/ut+r7HIR7P42I/U0l+9yO4GQFanVYHsJqDj9mRd16RUmfWogJ0pGqHcpB559n0lJkJz67vh4Xi+MGhW+2dVaXkwjgRQaeCWAlhTiHQQh7Cw3+zXiBG4cz9AenGKSL2ME0kbqFiipkWQ2t96jaNzHRDLmZIhqFBItVTtmYQX+a0bjGlYMx8W3oJAKazhrRo0xV6CQPN2F9j2InTdaRnCB1KypPD5nAM4hL974V6e9mAVDWyAoeAt+zZRCby73qfDSUdw4Xw5IosRT5rudDSr7IAb4bWy5WyT0DR/iaYjC5aFxfFcV7HgNEjXTXPEZ8ZearMrZ3MtjPYD6CmQiujMRxLlWQRNBIxEckUmUW/gdpDwwgSqn/BPg54CdskdrdWjsurgVr7atKqetIZPEqP0RpyyPNdsD8DqghKlsG9RcxwXk0ljDuEwy76MYmUXco6eByQfb9AiT2Q9ioghkVnIMShzJXttK3brj/kx6ecC8H4gbucWrMsZdBOTk1QszpQhf/JQ0/CCFbhNUBzFThloLpnvQ9HsNXgNeBw1wkEjfhK7YEDGedmZSUPu6zez+pyrj/KwghpxDHsL6Fy4E4eS0bUWN2DcRK841z07TTKdr9GunIYjqXYLBEHi5DvYtujlAHmyRWE2kgOCCL+lTyJXYxjKbb1CuGzUHGj97MOTDwgRX/Chd85rw4HaHoJqSzaDjgdBPNUgJPjCweVskxDilq4yoxF+/YslSkc+jLKLkVp1L4Eo6zovjFDXz+yMW9OE9nB0YOTKrF8ZwjXlI8DKc+dik9fB3QgEgS24jTngsmvJHD2aEk3Roocc2vmaIMihLXhqcyuF10ZgdZnD7N+L1f+zQk6j1NKfXTwF8H/rS1duBtX1RKBcX7iwhZesNauwF0lVJfLKwvf4WyHOYntAStrqPyJjZ/lExvgK2hmUWpKkE0ojlzwOLumLaWfJd3rSDtrhbT27Nj0QOHWkAFxDPPRa5+NKHU8ZYVX+rwV3bX7rfC+8Spm5DOktGgCOQKRL2aDSVYq5fA1Q7cDEFV4N0GbEfwJWBeSzBZFIi5btqWOSKcWdM90MkgN/9B+yqWpVRvnPTl1IEpZLWeQ8jcJxT8IrCgi2hYKybNNzXcDhTvz9TZz2ZgfAU1mifKA1DrZGYXE+8RPFvDRDWqwSIVGxGFOUGuGHZDelMWO6WYyXusDEas7ecEufTN+Xj4QXE1jqqaH3miUkpOOSJZuPyujivJrUT5doAtI9zAgCL8HwEc53/jpA4n6jsgwdt+ZLwUVpB9ysXJqTNRcT8dCLj+OI6jicThQCmpuj44sDooftukTCEZIbWBT2mxLI0spAZeMfC2gbdyeMeKv0tPFVyQFs/VQB8/pj9t+0QJ5D6lLf8mMl5/u7DGvlRYXL4K/J+VUu7e/VVr7X5xqL/GA5S2hAqo51H6x7HxZWx2F8V1qC6QZ9NUqyGP7d3gTj+hrwXBVywoBbuhqAl9XRQpQkSfD0y5SjjzbcZRTz9/VT5yP7iXkPT/T67o7jduUNeQc9QpHngk5sMdBTfH0AwhzSGpiLQxDGVAPg48bqATwKAG5zPYHcp56gjJ6qwRvp+Bk6qcmuL66fo0aZWBEuwyZAUcAz9qhU/aAmpZUUrBymSrAT9oRexXFhgdzGJyjdUhJtxB53MQRkSHCepb16iREqkRQz1EpwoVD7CtPjPRHieifRYqCenmgMrAiIWBkutwDmNuck9aznwQdQPQ8U3uWUeI9HlIaQaOChXHmYGdJOfulc9z+ffLVwXdPQ6VpEDEu6d1St+ZA0oex+3jfu8kkR4lGeyaA0lDWfrBAeYYIVDnEIe3sSmcyAzsRTBn4H0LT1o57oKFO5FYcIIU9GdAkE9jhfkLx2z+e/fZ958B/+w+372CxLX9kK0B6mew4Rlo1LGjBqh3sFQIgmeZOfUGlQ+usjGyVFLIchG5gxCSEMbDIrGvEq/CDSsrzUJxdF8V8ScQHCUe3QD2t/s+Cb5a4Ks1k+pCjkgMuRILQMvCdwNYrYtkMQRWBnB1KKReBehE8DszMNOWGI0TNfhqDq8NRYUZKhkwgZ0At2Jk+mZlv3++ZOKuL6f0eKwoAeSLRnwMsEIuBsA1LSBdy2BVwY1KzA4rpIMmUTJEjUUZzBuWIBmAGkFUQ+sWeTwiy3uEeYOpxg71pZh6pKiEA9amxjS+M+DDrmUzl4lyQMkZOKnR9dnxCM506sAj9N47QNUIeHSKa3RqkAMO5R3Lt4I4hzVnKvY9N5106UBHjUorDJSJjoaUZVYnVyb3cUTpoAf3hiq45kIZ+ggx+gUkbUFXiWoZWcnB+jsaTgeSQGgng/fr8GwGJ0eiFm8q2NSfzQ/k4fdEJcBWUwg2sd0Y9BiiEygyGos3OFt/ld0PDknHhV6uhBgzCu7UYDQSciwOCkcaK/yDseUAdOAxyRW4Z517n/2Vyb0meZDJ9/4EjhBz7ZOBmEJXW3DTCHiMM6mEltbh/Fhidg4DeLQKV8dwug6PZWATMGOoa8k69Z1C+nBp/XxLjBuQ7jon+03xG+es5lbuBAkBbyKr6qOqTJJ8t/j9rBHfkO8HoBZijKrSyw/IooAgmIO8gR72sWEDq0NssE2o5knHQDhDXAmpxgm1NCGYzdmZb5FWO3R6Cf2s8OWhVBkcGLi++wun8r5znIF7vu7+OxBw+xhKz9AAudaIUuKxCBCEiCTkUiL6zbdeVSjBJ/KODaIa5fAxpoOjqvIkD+eHUTjz/wAhEtvFufrFYtEENurwVAAHA4hDUUGjAdwOYBgI8f2ihXfyz2bGfSAO5H/YlkLeg7QL+gJWvYAyzxAGNeYub3Ph+g8Y9HIsMjFrwEBLYpd2R5jmPhJxuG4KT0Fbipc+iQpHH6KvjviTz9/H/42d2Nf/3g1qhThdPamgEsD7M7Bbg52hmBWxMIihXxfORicw7IpTVRxDUoOTVbgZC49jIjithZF3LvGOPMSWq0t+n35p73cVysjaZrHDihKi9AJigakFMpHuKpks1zSoSHHiXIM5lRGZOqqfoFSD3I7Jky7kPXR9C+oj0izFZjOQZwxyRaqXCeMaw5WUwUKXSq/H5c0MrKhLXY4CxyT4uQHspAgnDTrVxkmPjkdwapDzpXGhDHOUSaecujdNafFwwXqTzW3TFACuYBTBSBcWFUrpyd3zo2+Ommcn0ze45gNKXvTVqWwuK9kppExEpwLbsSyWsRKyNIuhFUMzkd/f0PB2ICr9H3EJJAI7wCLEgIqmCNQmtROHPBv+JslrOzTHljqwHUglsUooNzVPxdV3z4rqkiNBX1UrTPzAHh2YzowJ90okbjVzOjEcBQ3XJqUYKLN4VSjNe8NQ0jJOFSO0MhbHt4GFqCtqV6ShGoCuwOkRrPcl/PqWFvVnKYBXAqmkdgJZidyEcX27X9yOAw9Htjrd2lJ6pE5bATWl5NqHWkTwNS337/1A3MCDQDpqx0Oi3GACyMwQk5xEheewKsEmASZV2LBPFGagl2hoRVwZkS/nnDyhaY41L748oN+3XFdiFXHcgM/RwL0rn7sWN1GdhGG9z26wuwnt1J8GMvkdL4T3vDqUdXn9hQbKSFlnlXExKrmFOS3lEnz1yfmpjDh6ICf5OU7mfhPa/WRQnHuJMlXiZrHNIsBwtgc6lwp7yylcL1awmUD6GIcCjh9qCah70PaHAEBCrFkCdRbFBlrvUFv+kEef+NeceOl1ur2MHQ0DI1aK1bqs7J1EiKUsF+enoS0lgCnE3p/f54z+ZPP/HyepTILF/SSTgKJUgZIHvgDcqECyDd1IGPW6Ff+KhZH4KdyOpI5HqwKbYRG0NS0JbpbHMujfG8lxd7UASRWRuJzIO5nrBO87dz+glMacfq0ocmYoeNzCrhJ/lbcVdJqifvV6YjU4qAVstRR73TG5WsOqEDNOMaOYTM2hskOCRoUgz1CNGcbBJrk9ZBwn7K+M2QwO2aPH04MDNq6N+K1MVlLXlwFHVYfjpETHebjrc9ftgEVxVF114OLijzRHa+2GCCAfes884SggNb177CQHY0FnArr+s68r8YRuc2/zuSj32ZHYTnp1fXfXZyirA7pgxynETWEzg0Mt8T2JhvUm1MZFXFAVzmVFFHguktebx/Tp07aHH0B0AHoaRYgOh1Sbu8yfv8nZD95m6/aQAysPb14JiBwOhOto2iIzliqjGPeVrKhVRELRyIPOJsjHSd36fs3/blK1cZ99/dsiakddwb9QEm3bGUM2gMzA6FAevI1EZVBTRWbzGMhln3wg+m0ngq0BmFAGbT0rpSTnc+CvwK5frj+uf76K47iBOgLGj0eSDuEaYvL7kpH7eTgWfVsZeTzpjKafGBI7TZbMkOYpaRpiwgSVbKCiITZU2GoAcQ+CDDsOGFJleNCjomBlI+PSRo83d8X/w/XRWZX85p6T43ucKdPxF75lxgcOR3a6e9KgLEPh7p3bt02ZJNpNZjcunDnePdexdx4QoJ22ZWAdSI6ODvdftPztDsCdRJxzVLKqFdfYURKlnGaSAuA5Jars5zP4nobpGqgMkhSCHJoppLPQL7K+dXMIov+Anqj/wzQNwRJaQ9RaZ/qxqzzS+dcM3twmH1vyaU3dajaMYi/JqY4MSQhRCOlYEi7fhI+KbrvcC1mhyiSFiO5G1aSYP9l8ycOXTibJUl9H91fGWSUAcSuCQarQGZytaWpzMe1GjFaQDEfsrCfUc8swgZMdmbi5FSooBqIGVBYhHULQgwu5OJ+5gti+WuZIPt88iffe7ee4kCnEOrSVw1oAjyl4MYJVA/uJlNjoI4Fnc1XF7dkK20GNUdIkzy+T9UfY0QFabRExjaqdxwRLpOYRyO5Qs9+kantE9ZCWhkYn5HJlyM23B2x3LUGhWjpT5cc1d9+d+O9Wbfedb8p2hKdrCaW/RoUiYzmlxONLAm4CO2uPQsB9QOkybxFgOVvc693iHIuUIRP36/8k5+G8a32pt1JcQ0LpJTtPGbX7OhIC8aNIIaldK0R3PIDNhixWKz2wFtarIoGkLgP2A7aHH0CsItAp4WKPmYvf5bGtb9F4Z50ksNSen6XzyBX2o2naGux4A/vBIWmny1JnRG83IUotM0bE8RxRE/YK8HAPztqjD9JXYSZVEjgKHEy8n7TSBBQFg5TwB+cpvAtzhbrUIPn6RbbmnmWQnCbZv0zYnKI5fZV855uc+9Z3MVc77GWWxUwkkVxD0ITqHORdyfdQNyJOV21ZF8QHjJB7V2BfEskpxeAQmUR3LezkEqODgkoq/IyrrzKOxWlpeaZK5fJJpseX6I9OkusYlaRgx6hqjmqeJqguM1Z1lOpQCQ6oacVgdoawMSLVKXkrYb/bYeedMVlS8gmfBB7uPrsJ7oDdXav1/rvrzr19/Oc8pvRkdSAUcxQ8nHTmLCwD71zuuZ9U8nrLyjEXi+8GcM/i5Cw2mtLD1ZeQnB+L+z9V9HMJkRCrCGAMEfJ2RgmwvAS0WjCbwJ0WnOtDPCoqMKayb8VAJ4dgdH+p6NO0hx5AlM6JZmvUHvkGj13/Js0PNhhVFfqxJW48/Yvsjf484/fHWO6g6mOiFag+ssV++Da7W28wvL1JeHfM6aGhkVv2CqljRLm6wFEnq8nVYFJVObaf3v/JY9SQhzbQ8FgIN1ua/T/7NKOTf57ua1V2brUwWR9rGmCeQ8UtVhdPM/y5i5x97Z+S/M4uM9bSTYR8TTpgZmCuC7fGYhl5MxPmf2RKDsCXgtw2H+h8yUhRkoFGi0XrUiEJVC38Ripm47VQxOFFC8bA/kqNXv0sezunydsWO1xD5VuQnYL0FMHUY+TVO0RpF1tdI1QwrsSo6ohenNJZ6vFEus377x0wf5AzsKXJ9H7tOCnK5wj87+zEa3IRwPvsgMNJGQ5sfGK1RimlOIByRPQscLKQeNuItNtAzN5+HI2fVcx5qQaURK4P8s68niOLRA/xJo2s+McoI3lvFq2c67SWpEajATxdgZ0A1hch3RGp+0Qqxeinh3LOjvp4Nf2T2sMPIGHG7MV/w/lbv8LCB5v0pqA63eLOhb/I9Vf+EtnOh+SchkpEHK5g1ClUQ0HjOeILV+DiKzx69xbZ23vsbQ5YHaZkRkxsqhhFvt+EP7DcJHMr+KS/B8d8dtv8FbCmZFKeCiGd16T/6eNsJf8L9v5Zhbw9JM+KtU2tYvP3UCrBdA3vHT5H+tMRF+78fXbf7dLRcFCB6gjOb4o68XQuhYISK6bVVEmMjeao6db3D/FXWT/K0+n7VSNq3QHiMv+WFW/GSgzTGZy1RbnGSHO9WWfMWXrhPHnUx3ZysDlhnKOiGZT+ENveIa9pwnEIUyk2SElCjWm0udjfJ+rsMPVmn8bYcoPS5PpxzbmUf9zgnzS9H7c4uOYDgeKoVOMkhSZlKUpLGYvjIn7PIc5Z21ZUi0Uko3zPO36d0s/GjS83Xijeu7SLVUrp0PmqVBBP0roqeZrIyH4bFp4O4UQoPkVdYNSVDsxEsF6DQRZTqTW4MzOLWVnCDC3ZD976uFv9se2hB5AgHLC0/485cX2LXlMR2jq3l/8aH7z+pxjtj1E2RYW7WHOWYXoFndVhvI8eNrH9H6eyaDlcmaPxXI/+xlWm3r9D9yAls8KK+2Kuaz6fEXrvffZ+kmj1VR5/UNcQAOkpMDGs/8wMvx89w+G/2sXsNzDpJSwBysZYM4ToO1gG2FGT4d4prr9+nvr/bofFv/VPadxNGWegteTIqBt5/1gq1p23CvNqVMSQ5FZWHdc5p1M7YHGrHZSTxw30ii08UXOJl1AKTqYwbMHZLvx+AHFdsXimwc3xAkl7Gd2Lyc0Gmil0VEfX3sEO6+gwIs0P0LZOOtojzjSmZRiPe5xM91l+9YDaRs6rpoyO/qTmqyRwLzBMSiPHcVv+M3PqGxz123B+Nc1ie6/4zvERGiFNT9oyEngO8SFxTl5+P/1r803Jjm/xuaiUMlNZ5PV3DTHj1xBjQAQ8U+y3aSQA8ikFbyTi/9TRMJyLyc5eZHP2DMkB9IcB9fGLNIMME6zxoO2hBxCt+pzojRlXYG8YYp/+a3y4/b9mtH8HbIYNljA0UXkA2Q42moZ8h3x4DcKApLvMh2mLejDic6ci6LS5OdrH5oa8CKV04DDZ/FXrfiuZ2+Zvd6tKiAy8JiJmXpkL2f380/T+YYjpvo+xC6BPocbLWDUEs4m1CagGBGfIhicY3lJcf/lnOPGn3uLs/+stWfmtZOhKK9DWEqeykMJ3Y9gfFoBnC+nCHgVIBxrO78OZBLX3XiFh8DuhhASczqVw1zMaahFcC6VqfXY6Rp+Zw9zpUzdrJOECWsVQN6g4IVAJOspQ1QaR1owbhxDt0oiahOczFvsHRHcPqF0dcTexbHLUkerj1MnjeKgfpvn3wznQ+eAKJajGxb1qU4KHu48tJRPWSSjayvuryOT2x5U7vluYnLTjwMslRBpRkq4xQu7Wiz4fcJTPaiLcSKiKer9W/J5ULJGszQw+bM2w/fRXSPNF9KEhHfYwaZ9eZ48k6mLMg7OoDz2AhMZiDiz7hwb73M9yc/S/ZbQ3jzUxmAxrrqLIsUpBPo0xd2TyVK6g+rOk4xxT3ydp1Hmz3uDSlTXOD3qsro045F6zJt5/N9FcmyRI/fc+iLgHXKfIBm/hag75lXneu/MnyPbuYseHkC1j3bAK+kjWgymgjjVtVJBhuorO71o++MpPEp69yeBWjykNtVgC76pa0a9YFhJ4NpHVaahFCvEd3nxToC8x+aqCu+4GEijXyaScQVdDpgvLwIE4sy2Giu2lFm+NT6OHTbKkSaIHZNEpwlMW+rfJCYlsl2qrT42YXtAjaxqi2Q0W6fHUaJ35D/bY6Ga8Z4/yNvdTN/znNNnvSSnjfuDig4fjGCylqd1xEhGlZ6qL0G1R5iidAs5Y4T6uFPscIpzHDscvSu68Lirbj+9x6Q6d5cWlRawgfEoTMdcGxecYcU3YA36g4Iu6qARYhf5IHP5uPTZDp/kk2TAmzXaw2QyhmYHqIlmmsOOeSL4P2PQn7/IfuOU5O1t9mDvDGn+T7u48VgNmGpvPQt7AqqtYM5Z4eJ0Bi1hH5ycRNo1RvTr58AyH6nGC6SlaRhHZsr6Jy6rtg0A+8d/5Ahynxkw2TZnDtKEk2fDBM/N010IYPgLZBfFDT8couwimCWoRVBXoiblFvQr2O+Rd2Hs/Ze+rZxmrQrw1kKeKM2PFzaoESp3QkizX1ZSJlHA9ru9+uLtbwdxgdVITiF69S5H308j2RxTksej4YQhNo9DTEf19xWh3iXF2gjQLsJUReXyR3JwkJSWfHdKszNCqQ701pH5qzFR1xGK0g1rb4J33hlxLpS8uteSkx6ffNygnuA/4/kAO+HQDO6SUPJw51rm7++Dh0gk6sBkjk/kkUobhseL3GwjnscH9ORynojjPVudH4lQZKAt0NYv9O0hCrE2vP0MErNpWOJElA0MjqmxLCdB9cGqK7tkLjNIKWdLApqfJknPkvRPk4xcJksdQ4+fEmegB20MPIGqcoQLN/vk/zd7WE+RJiMoCcezgFjZ4Fzs6hPwWZHXs+Kvk+QWy/AWG2VnSrI4xuwyiIVlapROewDZmIdT0VbniuPiRyRXQJ+L8z3A8ged/ZxH+Y0XBpbomXb5Ceu0pbPLjECygghxlLkC+L9Gr+XOQrYBtgZ4DtYUlAnuW0cEfZ6f6Y0ytVOjU5Zkf5patxNC00JuWavEaCSZsFp2z9ug1+ZYZN/FCjq7YDmhaxWB83kiW+L2xxBit5LAcafoLES09oFe5TaY7WFPBjrpw/Q4qrRDkOcaGpMEQXdkiaWwyO7rNTLBNsH/Iwcs9TNswtAJaQ+4FZcXx0oSvAuhj9r9f80EnLv77ko/7zpHQFN85onSIgMhlJeCRAu8g2dpfpVQx7tds8RuXRtOpUK3iNYWAh+OrfHXzjird3j9EfFhuaXg7hDwsjlk4jO2FVeLLz5DszZF1IEg7jM0I0ucwOkCNXybJ1sGOsR/VGfzh20OvwuRYhkvn2Er/Y/JejE162DwCOwT9Esrsgn0GNT4LlXlxVFARuWlgTYQNGpAeorMUazWVccBOUEUFIYHKCWz5MO+3ahwnMk9yID7A+KpOjMQfLL04z39z8GNku0OIdyFdwOQGxcvY/HdBTwE/jQoBaqBWUMk0qtqE6HnGo+tsb3yN+ae/xdy336M3hjiFdgRzPXiiJglWFgIIstLCFHh90xN9dA/fN4U6MAkRn5lpJarYrys4FchAXlMwG1hszdLIR+yoMSqLUOMhef81sJexwRLN6RGkIUlrj0ztsVhpU1dd3s56nP3WPtGdjMPCKc3Pb3q/e+2am1Q+CPp+IJPPZVLF8TkIP/+H7+/hfuNM/c7iMoVYWOZtGSNzlzJP6idxMk5FGVC6zjv+yefOnErVQcBrGvHDuYVIJgpRb6aM5P9Yqkgw3ZKB91M4uLLAWmcRay1Ry5Kl01TtDAN7iOEK1TwmU1PkeR2rHjyc7qGXQKxWHJz704y2LmOyDJulQjQyQtlHUDyOUs9BHGF1gs0VdmSxNi9mSwbZE5hklnE+ItOWmUqLarNCHCiqlNKHr3crjl/NJnXzyf0mVRsD3K4r9r/2GDsfTJEnOYYEshMoKVqIsh2wFsUehBlohYquQjBE1Zror+6S1UM664+w/shzxCokthI8GKZi4Zk3Ugc4RFayMUc9L10fHefjTIKB108nXTmdPEQS8P66lpiKZS0evnEKgzGcOgwZxlPUzCxVNSJIt1G2iw3vUKnso1o59UaXSnyIaibsp/CGzuBaj9oHY8aZ/aiw+XHg/XHShCMjnRRxHDfiA4a/za36vh+Q+84FEmpk0rrIXReanxafHQHdRlSJ+0lPk59dkJ57Ls5C47xJfYe2BURNWkAAZx8BnZyy4NhYlY5/azV4L4QQRVJtUct6DLoZYTWiGWni/ARVW8NGOagVdD5LohdQtnnP/f207aGXQGzc4rD/NexIYVMNNgT+NZZ1sAuQrECYYsfzoGNUYIqBs4MixE4tCOuXQj4acDBIWG9Oc+rUFEG3T5LnaCt+FL56ck8/Jj7fT33xJZEcicvZXIrYWnyG/vosWd6HcYrV2xBarHkUoqsofQXCCyg7AttB2RzFAdiU7MYu5nAei2HzxvOsffVlVr5xjYWRRRnYz+FWCpeMkHdVLdYA5TmVOfBw/XMTEErOQXn9dgP6LSvZ0v6UkZWwFcAJBX+gLHPtMVkrJAk0aXyIaih06yT16Wlqy2Oi+oAo3SdupSTVAd1Rl2Czy+Krfbb2M4K8PNfk5PMJ4Pvd9+PIU8ftTC4EfnNJoifVTT9id4oiNYR371JE+pgt9t1ECEzHWfgmc7cwOWnDNzu3imP2KNUTv68OaByQT1HyJn4szBBRUatI4W+USEJzzQrp6WWGh7PEVOjaHWIzTy3WZEmKGYfk45PEtkOi21i6PGj7RAnkPpXp/pZSas2rQPcz3nd/s6g+94FS6qe87Q9UmS5TK+SrDWz2MoQ/gOADMP9ImML5HwHTxuaAjcEYbP57qOg9VN6QpXLxEKJVyFfRdoSymrZtcDA9w3Qzoq6O8gT+oLyfKXGy2Yn3vmUmDOCRuYgPdB0z2sKYNWywLrkGCFFxBvFPY8O/AuoSiidQ6gWUytG6h00GmJtTMG5Dusvozlmun/pJ+l+dx1gZwDqEg1yAJCpGqrJHpQ/XfDXGH9QORFxYuUHE504mWbuf0FLmoJ7AWgUOEktjtU+W7hO3rhPPvIVevkHlhEJPdVDqBmllj7O1If2szWJ/l/rhHmdf72A2UnqpEIADjucgnPTkSxG+FKW8/voOX5Mqz6SPj3Pm0pTRxwoxgwbqqBrh7kOjeD+D5M9Ikft+QJFrBpnwWDnXLGUukar/PWVEr+NvnPnX+X44s2yVkix10uTp4mVVERCqJPgyUkX2egutKuSNJr34HIldJo7qKHuZTJ0izwOsaZCOpkn068S8T2BUsSg/WPs0v/wHwH8F/PLE9v/CWvt/8zcopZ4Afgl4EpG+/q1S6hFrbU5Zme4l4NeRynSfmBfVJBVsOMbyNtY+g9JToP4imBewySZUI8iLXFKmD2oRqz9EmQ/BduDuEqRPoCsXqOkemR5g8jaqWmOuUWWsx+zl9lgT58c1X2Q+TnR2/hSRhTOBor1zSJ4nKD3EmgSlz0N6DhN0IVhH2cdR+QLEAZoaSp0G87aoYOoQZXKsfRezv8rhK1O881M/x/P13+T0v9wgS6RC/JaR/00EFFEFGWfvLVXhr8zG+2+990PEm/IJCzaX4ze1gFU9s+R3enzh1C1u1/ZoN2ZRg1la0R5ZI2Um2IVmhVlGrA0GLOx2ufFOh96HI4YDy6g4kQ9erk1KDZPfTXrVOsvScfv61+WAwfEdbltU3C+nwri8LWMlz88W9/ScLQtGrVECQYCYubURIJhHLDHTxT1053Tu7H6O1zHlJPTzgTgJKaTM6h5SSh1zCGg0imd7AOxGksJieXqKfv8kPRZIdZd6NCTJptjVfZrBHtW4wsDs0De3adhdks9Qm+4TJRBr7e8j6tenaT8P/P+stWNr7U0kEvwLfmW6ogTELyOV6T6xWRNiTQur9yG+hbWL2ODPYvML0JuD6h+DcATsQfQmhHdRlRuo6ntoFNrMoaJFgsomWWCp6lkWsyrRuIrRFdJQYcKjJOPHAcgk5zFpAfDVAoPEj1xoBjSHK5B9DmVjlN6DqAbxNCrSqGoVwh2I29hIYaMBmAClqyh1Fq0rkB1g+JA8yxlvz7L5b/4Ybz3xi6i/sEwYK/pKBs+CkSplleL8RoklyCd6Xb/d5JsEEgCrywCuioXrRtzxjYUsk+va38948uYOedCnotvErQOqp9u0TrVpzSgqs33u0OHcxg57398nen9IMjAflYX0zch+c5OSiT67+zv5/f34J9893L1CjuZUNRQBbao050eINBLY4lxWCm4vIgByE5nULllyDuRGvIIXKHO41iiB26lNeOd0Uoef79WXBN1/p1o5U3KOqCqKUh1qIXlk9vqabG4FkxpiE2Kok+XzJNl10rxHe9wmVzPUTICxXca8i+ajwgo/dPssJOr/qiiu/feVUrPFtlMIKe3aarHtFD9EZbojzVqseR7GKfRegqQJeSR2q/xx6DXEKUK9DWEbwgib59h4DWUXCdInCWaqUDmJnT3NMAjYD2ZopBUiFdLVCv0pwxGPMyket+K5liCZxW7WNeM0woYXseoUigWwLawawXgOlTwqacj0m6jwHdDvo4NdCKbAPIdNljB5iM0uY9MXMYOLJBua1X95ke+e+XlO/OUlxhXFdVNE6+pypbZKQMQnB12/3UtzdEXXQGhkBQ0Rz8a7yGC+YcSqtKFgVVu42+OpjU2Wa23OxuvMTe/RynocDvpMX9tj/4MdslcO2L41IhsKeLhJ4ksGrrm++CqWu7c+cJiJY/i/n+RGlPd7pxY5DshFuypbBrNZJEcMlL4gjoe4g3AfIZJ1rB6UUkMzEJ+fUBUZ0ilVlkmy1nE/eNflasO463J9HRTndzyMy2NSRwjcvirC+3M4FYb0zp2nP1UhrGwTpYZR3sdmXbTpkxvNODlPmkfEzIIB6xe1+SHbgwLI3wEuAc8i0tr/vdh+P27xftuPbUqp/5lS6hWl1CvYHZkF2TyYEdjfBdYh2oVwE4IfgG1A/ogAS3IKho/B4Ivk6RQqeQmdX8Mmy6hc0xylLOVDZtMuYTr+KK3hJ3XqOMLufiSOIyMzpMhP2IBgeheld8FsYPM5SGdRZhaCBFQdpSN0WEdTQ2c1TBBi8iVsvonJeqDOo7KfAZ4HG2GSLZLukHd+6zTfeeLr/OizNSH3lLi3u5UrNnzkzu4n4PGvZVKqcpNthOQYCbUUbx4gaQbdBFrJ4OX9nIX3+zy5vU0t2ifc2aJxfZXnv3OHwbe2GfzOIbu3EkZjUVtcAJzjWnx1yk2kSZdyvP18KcNOfOc7Ak5enwMLX0r8CGTxMrqrUhLNkUm6gqglO1pc+j/Kp2phKhCpQAPTqag8Q1uWo9AcLUbl+uWehYuQdk50bty4e+Akph0l4foVJFN+C5GIlhDr2wYilUwHENRGmNEqAzqo6ohQdak0zhFEcxC0sJzDmgXGeQZmAfsZ5IgHYk+stVvuvVLq7wK/VnxcRUp2unYaiSla5YeoTHektKV+yiqTY/kFsM+AWgA7Lckw7Czk02JuUIuQnobKNcgtNr0I6jom+D304U8SNJaobHZgqs9+MGRgM5bSlLeNPRLQdFw7jsn/pOYG5z4wVhHN3KKyDdB1bDYnqsz4FqgllDqA/BSoDWztOmo0xuozWE6hVB9rb4ERd01lz2PDNjaskY+qjA9meOl7Z3j9j7/CzMsfYsYWhejvypuBk1YH/3r8Vdx6+4eIdWofKWgV5+Li3h1LlG7Ninrz7l7O57/V5azusadga2S5MYTV3DLIxX/BqStuQkyqLk7vdxPofuDhTz6f+HartS/VOH8PF8kaeJ/dNkXphWwRdWWa0v+ihZRWfFsLePatkKQD5F4kafl7KONXBpQqipOm/OtxwBFTBtg5QdiBnQPYBrIIdBAVaWRL/mSP0nQ/Aj40OWen9ol3FxkPIRklRKZDmD9GFGbYytvY0TxZMEbnJ0C5SkUP1h4IQJRSK0W1OYBfQGoQA/wq8I+UUv8PhES9AnzfWpsrpbpKqS8C30Mq0/2Xn/JkQBPUY6AeARLIr4L6VeR2ngX1FuhFMDMF85RDcBUVLGHCF9FBjo126QdjclIIhtTtiEGaoY0ltkeTKx85PfdOuPutcHj7uf89Azf6hmolQEVtVPAk1vbAfBv0LZStY/OnUKZLbgyqP8DqPja7CJnCZr+G5Tpk62jbBX0Gq/4sVl0GtU6e1Ojd2OWln7zAnzpxjfdvi3NcQ0kCo8wezeUJZYCYk5RGlHEgrkXee2NkwG9aWfEihAtJlVhS4jG8llgeM5axEY4gteVxupTEoeFotKvfp0kLi38f3f3277X/2UkueN/71+j2ccdUqnRlH9uSl2giE7aLlAh5RIn6tq/kmgKEyGxQpDa0os7FtvThcIDmAHOEgJEfsuakDwcybvw5/xwXwu+u0yUzcqBG8X+/OI9SkkVu21i6gyGBgla0SC+epTp+jnxUR4UZgdbY6oA8m8WMT4Jpo1TMg7ZPBJD7VKb7mlLq2eLabgH/cwBr7TtKqX+CVDzMgP9lYYGBB65MJ0upCvrYoA/mANI1sO+DzUCfBGIwq6AqYH8S8ghVGWNDjYoWUbpDkB+gwhnCbAaVZJAYtkcGcvuRWP9JXPRxUoo/6H3wcGJ6YsDsp8xPddDNpwh6dWy8iUq2UPlVrKmCfgybazAxDMfkuokyGmXfwubvgdoE08HQRZlDbBpi+UXQGsO7mKzCxgjayxHdOzljIxmn2pTMv68WOBHdrfj+im69/fuUTlM7RtSYBSVJi25paOYSoxEayeH6/WKFhjJVYMrROBM/w5ffHE/g7ufkfdbcHzz85xJSEsPuOHri5c5jlVg0NDIoQ0S6yIrJeB4BiB2kxqwDAkWp2mxp6BZSi6E0vzqgdJKNyzzm+9lAmcs1p/TXcf13QX54vx0j4DWPqDJzyHM+bUWkD3ND2OmQtOrUkhnCLEL1TzGyMZV8myB/nD7LYA1K7WLVHv9eXdl/mMp0xf7/GfCfHbP9FR6oMp0GpSFsgcpBnS04j8+BuQ12HdQSkIDdBBuBfgF4DGXfx5qETJ0hjnaJGl2o3SVPh/TjgGoQ0kWRYT+q23JcdKr/fnJ1nHz5Az9FApwG2ynPZQd8b/YU425OYFuY9AKY2yhyiSzOq6C7gEHZHphDrJoF/TyK74LqgnXD7w6wCrqFtSNULScPDQunQ5I34J3h0SRIcK+JNqWcYG7FdPs78i+jLCVZQdSW6wHUEknk67wgW0ZA4gfIqugIW7ci+7zH/fhqd27fvd6pJP79nQQQ/5k43sIdx3gvF7LvVIPMirqiKQtyOf+LrhW1ZQWRptasbJ/y7s8Cwg0dItIYlD4lDhRCxUfh/e6a3PW4+5BT+ou4600pPYGdOtPwvhsWrxkrElM9EAvZsoG7OeSbbSqP9Gj3d6mHs9DrENBlEOxTGS0RBnWyLCLXs4TZPwH779GR7D90U0qjI1BVhWrOCNVdjyF6oYgfqQMx2EKYMw0hiqIpyB8lys9SDW8TVtpMzyWcqBtqNahMBbQiRajLwX0/TdCXMHzSb1K89lUgN9jzHK5vJ0z3V5k+8wPi1k10dBvVzCH8c1j1Iui2pCMwxYsVlD1AcQIV/iVo/k+x+jGsXsLqOvAoiv8RBIugNPH0gFqvw0wccKAVh7YUpd2gdNfnr9pQrogORNwq7Qi/CsJhjIpjdi3cKm6CiyEKkChUReGPgKgAvpOYb6KcvIf+ffW/9++7L0E4qQJvGxyNZ/ItOb7fiC/lOFf+SIlkVVMymU8Wry7wspVrmivuzwZH+ZJRodYtUXIbU8CSlm0ugnfSAubu7Ziyno9Tufxn4wBjv9jXAc0hIvp3kVrKnUwsZJeByjv7nM63iVsnCaqafHmNWtSlZndI7Jvk4fepxf8Mrd8j1wuoz5AV9aF3ZVfKEjYGpLpPNDUiCyy2u4nVCfQXIJsBexXUXeAJCM6LHbNXhchiwyFWP0qiu2zlN5hNU0wMrU7OdGo/0jXvtzoex334n53IObmvG+gpsNXNmPnWh3zxJ37A7177ETJ1DmtSjPoyRAugfhnsGkqdArOCMrsonYF6HfLPYWdeRJkhDEKwQ2xkQV9HMYUOrhCevEowTrnTl4xUY0qdelI1mYx9cX11/yf5HItIGRrR8zuZAMqCLY/VoUyA0/d+56QBt+J+Er/kfqM4yldMRt36Ko6fX9Q9P7e/DzzuO4MsOa7+bxNJ0bjrffeIkkl71Qpg1BBQ2ETybZxFJvKwIFQfQ6roTSETfajg2Rh2c+G+M8rAOXdNbuL55mr3vBzh68DfqTc1RJ3ypTODANWslXPfVXBxd4x+d4+Np7sMA0XQv0Yz6jJUs8RhnzwPsXaaSrBFFsySKJ/x+uHaQy+BoC3Eu6jmTTL1Lib8AbbZgfoyVL8M4efFC0hdAPVzoGalnkOwgdXvkAW/RRrdJGjM00hi+sZwIc1YGoy5k2UYY4+1sExOJr/5ksbkAPAJVjdxVA7vvtLh2b3v0Xz8JrpqCThEx/8Kwu+BMmhdRwX9wiKTYlUC+jbod2D8PYhjrJ7Ghk+i1DlU/Ipk/WquEMwPmRkZ7rZz3jf2I5Oh43QmuQJfD/evI/f67gapU+tSYDsXvkNRph60lCSpkzjc6+O4/ePUQ3f/fEuKW7ldnxwwOMnC0X+Tvwm94zqy0llhlCqy2AOPImCxg4DBRcTDcwNRXxJKf4sW8Hxxvc8oUXGeQMDhTrHvNiJETiPSyTKl5cdJGC7GBUoi1+WOcVKHL7G5cH9NqRYOlXAga8B7iJR0Eslnm2aGlcNrzAZvofsH0O9ANGS6MSTUM1gdENZmicx5VODg9sHaww8gypLFB0TVuyj9Hpi3qKhVopqG+DwEjwPPgf6zEH4BGIF+GxWvoaJ/i63/PulsnVG0TUaXijlkM+tQH/ZRSfpRzIgv1vvgcZy64tqkpWByhXWTdCuH7+wZRr+yzpdOXaW60kbrHoG+jg5zFM+AWYH0FASSaQ0rzhwWjeoNYdxABUNU2IdgBHobFe4RzWZUZm9TCXt0tlN6Rqwv9hP66K/2zlnKVzUURdkAyvDxtpVVN0TE7m6xv8sF6lsN/PP6n/2+uPe+NDSpAh7Hibjz+J6d/jZHWLprcpaOQMm9GQJVJZJDWPA4jyEr+WklkceHherivHGbyCS/DXwdyTKXFxrnFkUgXdHvc6ogUIt7NVX0LaYM0nOqiSOaHYHqzL5+ignn7p4r6fds0Z9ASQKhfQRItpQUkT+tYXN9jxOHW5xM2zTiKj27RNyvU80MqHXSeJss1MT6Nkfs/T9ke+hVGIshDPbAHBCpNlGQYYIUpTToaZE+wl8CnQJbYDZA74KaIpiewrQeQ81odHcfpVPq4YAL4z7JeERuDJk5uloetzLeTwqZnJSTQOMmhkLiR27dHfMz33iJtZ84xVudxxhvBQQWyPYwagf0aZStQqWJc4ZWzGOzCKVSYBub74KKkBJ7a1SubDFX38auttneysjy0trhfD+cJOEmoO+R6a4j8t471atOKZm4nB1jyihTH4x8C5avMk22T+KO/P3c4HR99/kNJ2X4qqfzJfHJSufdGarCB0VJmsazyGR+zUpZjBMWLhshJt+1JY+zgFiYdpXc8h8L4JKCt3PJPzrl3ZcGZanMXEuphQ5l+sI2pZpkKeq0FO9dLlhnxnX30A/EC6zs10aI21rBv+jiWnYU2ACWMuj2EpJX3yD4Yos4fZR0PENfC/83RYd08CQDc0huhmjq93lan9weeglE2YRGdJuW7lDTMXW7SGAvY5MTkAdghxB+G9SHwBkImxDcxJoY23gc6p8nqq5Se+I1elN3qNsxsemymwzRhQl3klz0B/mkf8dxPMiR/lIOCn9iDDJIUxh+eMhXbv065//YXcLGHFpPo+PzKLWAytuoaBVV2UCHT6GCGdAfgC4kkvg2KrgFwW1UkKDrXaav3KQx2mTjpQ6r/Zy8GHlOIgg56oHq+uO2u4EaedsUhRs+Momc2O1fqxv0bgK7e3gcGEzeHzXx/n731h+cvmeq66sDFQcoEUclEAeMDWSltkrMsk8WKQnWiv4/aUXamlUyOXcpAfhScZ7UwpcVtA28lYtnZAM5RoXS7+UUMBtL8uk6ZXpIJ8E4Vc8lZnaqmePhxpRg0qSMznUqjvMDqRX3wuVSqQAnDRwkAnTPGFi5uUtnuMdBfYiqXqfR/JAotmT5MlbvEVeniYLn4DOYcR96ALHk9MdLZCZmnNYZ5k3ytEU+qKDSnuTPMC2w06ArEM1AeAGiCDoaXd2Afhu9nlBP+7Q4ZLvdptdOMUUUrq8/H3dDfKIU7uU5jtvuVnuNuDfXrFgw3htYVr6xwY9s/3NO/swG8fQcQThNoGdROkPlNZQ+iYoGKNVCqXlhyeNVCDpQ20RX1tGVA6KFA06eeIXmm+tcuz5ma1zGcPgmTGcK9C0WUJJ1PsC4dHvOlNjjqLThVke3n3PZ9rkg/775730OZlK1mrzfft98wnDysx/T4pL1+ORpDWjootKdhUesSCAHVib/OQUXrPAZFGqL4xbmvPPMq8KaYsXnomIFRAyF5KHEmnNRwVwOzQFcNXKMBjLpI0pTcpOSw3ESCt62vLj3LnPZYfFyqqMujjVA+JsdJVakx4H9QJz+ptKME99/k8zeohMkHAQwCNZp6BFVk2DiTVTc/aOdkUwrjUrHdMcz5GaWfGigN4/KY6xpgY4gnAJ1StjKaFtSkkcDrI2Juhqd5dh2TGvQpTHYZHTYZTDO6dmj8Rhw/ApqJ173a5Ng4iZCiIDICQsLA1gxlvTX73Ly/X/Iif/oHeqPzRDP1QkrA7QK0FmEVnfRYROtT4EGTQ1tzxGE5whnImpzKSd+9l0uv3GD+DeGDPctI3M0OY8jP5164YOFG6jOQuEDjtPLcwrTLeXkdZPW192dJOADjbrP67h7PCmVfER2chRwHCj4Up77TUxJqLp77zic3Ijl6HFEHcltYdVQ8BPIBF414hb+NoWkgkgQDQUnAlCBkK9tXRQKQ/Y/x0eOBJJGAVjIRMXoA4+r8p45n485St8TR47WKD1NnYOfy9TuTOKOy3EqpdveQ+rg3ijOP1/odG3gwp0Dnj24Q6M5xTBYpqND0nCauLJAZOeR3Lt/hM24QZATRitk4zGJ6qKZgdECZIGszGoAah6CCB10IP4WxNNYOwNRQjZuoUNFJd7l8cEdWqtbrB8M6Wb2o0niBqrf3ID1eYHjwOM4/mNSJXKryZqBX8zAHsA5LO1vbLKw+ne5/vVXWPvcjzB64yRm+yJBp4lhi4w1TB6isgybt9GVVYLmOcJLF5j+6g1O777Ho/+oy7/eMRhbkrbO18ENXN9cayf6Zif66/sqZAjRpyknp/OytByVyialisl75q9Uk0Tp5O/cvr5lyF8jJ0GpQskrOOkoQCwgQ4TgnAdOaXFbr1oxd/6sFgnk+5kcp+fOZSRYax+4YmGqkB4zLdneHs3h3+RiwakD76vC/0MJOPS1SCiPI0CyqwpPV1tKdr5bu7NmufHjE9n+vRhQWo8SRFIyVqSrPqK63EbO3TTiPTxQhsqr73LqJxdpRz/NOFzA6hv0wh7x+BCd11Cfobr2Qw8gYfWAmekO7Z1HGSZ1cm5JVGuwCGGIstMoPcagsdEqYWsE1SXggDAIiOsG5oao5Daz19fZ3O2iBjl5fnTiTBKp/oD3zbSuTaov92tuJQG4aeEfKPhZBdUxXNKwdrfPqX/wbeyp1zl4doHZH32a/nCBfDRDt32FZHsWO7AQt1FnmzSe/BbN2Tt8/l9+SO3XelzrySRxE9ZJBpl3fgeGvkOVv5I7/dvnQHw1wR/EblL7EtkkAKtjtk1+byf2mwQF/9g+3+F+71+PI3tdnzPK8PtNhGh8AgGOmUCKSj9h4AUFryv4QMHXLLyrBCw2EGmjZkUambFl/M+PW6kne13DeSOm05eVZK1ftAJUbwJPaWgUKLCoBIDmEKmlTmnB6hSfB941++Z3995JKc7t3anGjg+Ki2u/i4y3F4yYpG9ZaOwNCF57i+Tpn2Yc1+kPA4ZZlUoMWjU/1tz+Se2hB5Bo1GHp1K+SJb9E2r6ESTMwd6CmIahizSpky6g8w+qEPHyaRusaKsgYjBXJ9B6ou5y8tcbuQYfVUUZuSlEZjurvvigN95c8JsFDTWzzV2h37D0Lb6XwYhfeacJzdVAJ3B5aTr3ZR7/d5/LCHdrVgGQp5uDMLOpii91ZaCQj8tttTvy/uzy+kXGqC+upFJHqmKNJciZ5BjepXP98Ytit2O6zrzq463BS1OT1+NfKMZ+P28fvg082OzD3z+22Od7DEd6aMk7EHS/1jvNRrEix7QICIJmV5NM3gBeAbQMfFpxGD5mQjkQNEPCoIRLGgYXHjKRHWK/CiUSC7ZSVfbtK+rKKmHYHFahkknhpbEt10bmkdynVGhd0599jv/lqXeh9zpB+N5Hju+ztc0BblURwbmHm1jrVE7/C5vJXWBu1MNkeOSN0NUOrBy8s9dADiBnnLF3/71GPWsLVX2B/7xzj8VvY2gdgn8RmTUja6NBgow/BFkWlgls0l8bM1NdZuvYO8+u7vNNPsXnpFeivov6Dm5xAH8d9HKff4332V+2RFUvMaxpWhrA7kgrqGwgertRgaWCZJ2NvI2O0OaD6GjRrEO4Jw34ih2YCMwm8jgwOi5j4fLOx4yucI5gDCj9xsJ3opx8RaideHxcId1zzpbn73T/XVx+QnGu8H24P5QrrzMvOwuEmnm+5WFTCfYwRj9kvIhN5ScMbGXxVSRzLt4sb8CzwGxa+gGSg1wioVIvz37ESXBciJOvNEcQauqF45rpk1j0FHypRf8aZELMbwCULb9syTshlcHfPxqkrDcoEzL466cZXv3i5aN1pSg9gVdyDCpLo6GoVKsMyp0mYG8ZvvcKcHhK3fpbNQNEb7WDTAeozkKgPPYBYC8n6Dleyf0r8xAg99+fp7p9heLhEms2glMLWNEFkicILmMrrjINtarNtFlrvE79/g97VNncPpTB1lTIDu4/4/kD3B/xxq+tx0of/3eTE9NUBEB+Cy4HoxKeApxL4XeCRGDY1zBUAMY4lKdmLq/CdBOopnFKQGXg5l3tTL569sUf9Jdx71wc/yAyvTw4woFRNJldBt59vsfq45r4/jvdw98Z33HMTxExsc6qLL604c6jra5Uy72gDcbKasVIQ66KCF3Wx6isY5nBRizftywr6gVhlbKFmaCvS3FOIw9Ym4iQWWjHnDpAyn9sWtIY7Wgp41UL4Ugwfarg7FtVhyUr08kUlv3OxNS7MwFmzckrTs+FoGgU46oLv7r1zw8+LGzWrJTI6KyQmA1RTAZcZWwCsgal+wvi196h/eYG5hRWy9Arjwx5KPTgMPPQAogCdWfLtfXT+Tzh15VX6z/48vVs/w0HnkGGaEakGQbRJtX4HU2+T1q9yrvsh+sNNtlfbpIcZw1w8+TTy8PP8+PgMOCpSc599Jvd3fXUD3m2fBKQxUM3hbgJfiGA2lW01BRsaVAiNCNbGoEewFMKtPhzm8HkjnpIfWPg28KwS1+UaR0ViXwpx3I4DBcd1ekcpNQAAMYNJREFURBP9gqOD1F2Pr/78MLrycSDrH9eBiPX+u22O3/CtRu47l/3LTbwmZanJWYQ4TZV89xNKqvQdIGqMUjKpPlDwuoVnjUgf30cI0DdDSeT/rBKu4lYBKlZJsF0F2LJFNiwDB0ZW94qCN2IY9eFUJrGeF61wIYNAJM+nDfyeFSnBhfw7cPDd1l1aASdVTIKruz8xZdJnnctzdn4jexbighg+DMSsvJVL1v7nxiOmf//3effFy3RXZlCteYz+IyyBBMAggcYI6A6Z3n+HuWu3GS39c5oXrmDVCtk4Y1Q/5JH2OidHuwxv7pOv9VgbJZjEoLNiEOqCgDLlg/i4HCC+NHGcVOJPiuN+w8R/W5wvsLCRScHtlRTasejTKAE2V2riHFDtwCta9rsEvJRLpurEyirZsWW6PHc9TgR2QOhLWs5C4Samn4NzElB8aeS4a528Zr9NgoXffALUP7cPHI7nqE5cgw8iDlgqCHi0FJwOREL4koFpA4eRSAkqkfy0Nyz8roLzGr5oRCVoK9iwEGRwQUnmsdsIUJhYauGcy+GmglEKJoSGgdnC9Futws06BD2Y1zKpNnPY1zLJT4dQySWnyMAUnrGUKoy7786XpTuxzWVxs5SeqRVE6vQzl7Vt6bczi4DQYS7HaxRg8xrwRG/MH//2eyye3GXzsStsh4f3ebKf3B56AAmt2OH7FagPYH9sGe53qW68y/z1DzAEVExAI1LMDnKujHOuJTlrqQTJLVh5bQH7RkxfilKn9gfwce3TSiGTaox774vgUPpWbCL8xYqBJ1IZ3FsjGFZk250Mzo3hVAiDFL6gRd/uAj0rYvtqoYoNvWO7l+NA8M7tJqIDGxfc5Sas8f67vvtSx/3u0/3ujTvGJJj6v3Hg4zgBl7fUSRcu5L1PKT3Viu01JInOAsIvXFFiOfkaYm1pG2jnErdS1/CmEtA+beGKFt5iV8OhAauhn4ukcUfBihVgmdNwJYe9VHxEVAOCQCSdygguJ0KytoaQhtCpQpIIiF0H8hBqqfTrFHCgZOIPKbOOOenC5V7xFzU3QZ304XNaSXFvUgQ4AuCMkjlzQJFWoDiGS8ewiFz39cTA7S1O3d2i+eBuIA8/gFhgJ4XFAMIYogRu5zCKoH2QE+ucp4Yyqd4rxMZuKF6HEaUX31CL5JHZ0gzmqxeTQPFJgOH2mVxd3fZJXV9T6rk9Sj32ZQtfysU8+N914UsJXM/hKQsXc6nJspnJ6pcoyQGxY4/Gp6T///bePFay7L7v+/zOvbeqXtXb+/Xe08tMz0LOkEMOqQkpioxk2YnIGJadeJH+8AIYMGw4gIMkQGQrf/hPO4DzhxFYAJPIWwxLgqXAsq3FshbLlClxn50zPVv39N5vr3q13OX88sfvnqn77tRb+vWQ3c28H1Coqrufc8/5nt/+Y7xK5WxvV1DQ1S1O1bwY4Vnr3BO1a+ynT3biRsI1g2I0gGpd5AqJndqMA8giLEIWjCvYwiZ6pmMry1DgObXt2jJO4TZwITYnsvXCxL5nxPw5NIIrseV3fU8hLezeIXp2IPa7n8JTAq8onMCS9jhnvh1Pd6A3BSyZqBMrTOVQbEHataLqm0MTMQaYiXiOsWOeRTvxflGFIWNdTsit2mYcaBccy2Ds9h7ANvRdV61fBxiohpwnU5h37aaaWPcNZ+B4Jxtb4Q5CDzyA5GKy65aabHcigWdz2ExhNTfb/tWSFb2NDai+N6XZYjnR1mS7PI+Y+a3Orld/VydWnbUPVJVRq+fWJ2L1dxg4wji32GK5Or2l8GwKC7lxTX1sFW1hrHckFg0bKpV1GbudV/Uu4TtwI7A9zqfKXRSVY6tAUqf9gsduHFsVUKk8X1hZA2sfdAAq9oxhexsT9d5SOKXwdeBUuaL/CTEHqoHCrdQWlM/HcFnhnIdviBWejtQm1q0cerH5fnxX4ZNAFMNMAe9F5sNxUW3CbUQmLnYdzJeyx9bxmI2lOTaOTNH8zBxdGTC6OM1WvEXj165x6l8MWR3ZuO114ONbpS+HK02v3szFc2X71hjrPcLYC+JLwjhFZOjHwBkqNp6CUnUTGx/Hy/4KLvIiZorOsL7pFKZUdpGB50FpTwARkZ8H/iRwW1WfKbf9IuaIB2YxW1fVT4jIeSw9wevlvj9U1b9envMpxjlRfw34W7qPghTemSJxOYf+lNWAPdcA2bJCzyse+s7s+xfVnHxWdFyEJ3hOOq0oo3S7U1J91azrLfbLjVTPrXM3YcJWHbkGGEf0HvBrAqMC/nXJjdwBronVPB04CwJ7T8xlGWxgDBjHogTWv9qWqvK03rZqu6qej+GYqiizH6qCxyQQmQQegQJoBF8HZZzDo1WePKul3wUGtkOsDz4hpnf4goNXsKjntz18TuF2bqvtRmFix8ibKJMCVwpTfn4zhjS3+z1VmFXm2x4ei+28dmQh8luZpTlst4Xi3AIvPHOE167Pcutql+EfJLiFY8jVBn6+Bz+9yKOvfofo6xlNTERKsAjdO2qLm3e2+KmaqLZR6e8gggaze0i6HPox5Kmt9nsoIUHJmfXK6y1iIDWtpkNrAUNXLrLY/e8BPw5W2lJV/0L4LSL/AGt/oLdU9RMTrvNzHKC0ZZ5bB9zKgT4sNyBpWg2OZmad4aVcrRw4MTNnJONVNfb2AsIADpPH1e41ifV+v521bZNEHqntr+og6mJD+B9R5nIoV9WR2P83tQwtdwaIA7WBGMLphbG8XF+ZJokhfo9tMuGYu6EqgNRBq6rwrIJqEKuq0bPh/ClsgrXFjn/c2SQQtfoor2Hy/HnMVPoV4O3IxNRnYxMnklIfMBS44c33Y8nB75YWuf+Um2J9Ws3xbBoTH05hof1XFOYcTMfwbgTHHcRLS/yHc0/yh19bJc17jHxK8UYbRwONu0TnOqydOUf8qTfpfXWNizGcLEzHFQIqg+jmdGwlSxgnwKbSD7A98VNV8SqMi2GFfgxeuIHDDWPuNrbYRBiQborFZhV6d9a1Ou0JIKr6+yVn8QEqC2T/eeCP7XaNamnL8v8/w0pb7gkgCdAtLRM3Cmj1YXVkwPER4HwO12O4EpXJW4oyB4SahjytcRsNtst8u3EZ9YlYn1yT9k0SASZxBUGMCSUOpjBWLgJeLJ/dY8q822or7nvlRYIiNOg8gihSVbJNAsOqaKaVc6p9sF+Oo06T7lcV8QKIBJAKXEd4piDHdxhzIrMYYMyJWT7mc+uP38J0FJ9TmwQrHi5F5rx1NoEsAT+EdmHHvR2Zp+gnBd7KTGF6SWGlMPfzE1hawzUHg9jMwLcLM+2qwDsJHM1h5uIiv3nqWb7yQkQ2gsJv4aN5XAbqt1BZhbc92W9M05tvM9NaI8nNanahDZe3zBriHPhiHCDXY8xVhMlclPvSWl9VucrwvoNvyRQmzoU+DXqSNyjFBMZesAM1M/UZsblyULpXHcjngVuqeqmy7YKIfBsTx/5XVf1P3GVpSxH5axi3YvU0UtOIn/FWo3WmlN1eaMKjKSwU5hTU8ub51xQra5BjKN9ku57gbhC3umLupBvYCzzq31VupDqpbwOr5YAeYQNvoyJ6BRdrwcSXqo+H1D5V0231WcJYqYtw1bYehHTC76rYEriN0Nag9Av/Q1j7LGNPzRx7l1PY+2xinMN1sTiWz8bwZmFWEFFb4ee9fQswiuB6YRPojLc8HlMKK2IxIgOBOYWPid1ngIFRW2ExsvNvt+zex9oNvvljP8TX//AMWZah+S28tME7XJyCV1Sn0VFK8eImKxdbHD0h+IFybBWuZGZCTQSOemvzVNn2wFXGZX+EiOrwDoMoEyiIm8FTtlPZFzjSfrlvq7zPQGwutBinRRxinO9urgx7UZ2Lv1v6aeBfVv7fAM6q6ieB/xErMhU4qjrtOFZV9cuq+mlV/TRiLKvHlF8nyo6YLcAN4A1vIsupUqZdkNLFV8aTbar8VLX+Vfl+p9V60oSqKiOrNGkiyoRjw74wQcL/kGkqJKBZYZyXcw3TiQwr16maoOurUnV/dTLXxYyi9l1v937BpA5ervaph+aH7SE/Rqf8nmZskp7CVuansFWVwtzJX1EDmT/lYDOBS5hi84zCpxycSuy8VG2Vv4VlH7tc2P0HauJMimUp+3jpq/Eypg/oAE814HgE3bLEXGcE0Y+c43fXTtBf7UC6RZEV+Nzj0xE+m8MV53H5IvgUTbr02gscPzvFyMP1jilm57T0cC3B6wjjREGhD6pjJSiZQ5+Gvg4m7hOYGCeMw/5DTBCMwcnD+wXNN7H5cQLTq03dA/cB9wAgYv6v/y3wi2Gbqo5UdaX8/U3MFP4Ed1naskoqVpejE1kxoziGPIbFxNySnbcLJQp3SvhdxT5b2IDslt+hRkl98k2876Q280GgqB6/0zlhf7hfHcRC2HxI0LOCsZvLWNuWMRAJMnId/KrXqrZnEhDUAcLzQUDdD1WBog6SQUSZZPkJ5wWdVMI4D0ZItjPAJvgRZxNknbGisePgjwt8VOBaBJ+IYSE1M7/Epr2PC8sLuqbGqQ4U3orhrDOguFU+56LCWTGrTltNaX2t3N4FRkPjbh+bbfFvjj3NypvTZKmQtRbJkw6axGj0GF4vkmsHHy8gzTlc8zjvbh7l7edOEc0KJ2dssg7ExLGjUdl2GfdB4MqqnGMQRYMokla29bBFZQUbM8GZELY75MG4sNdCeZ2bjDPNV3PZHoTuhQP548B3VfV90UREjkoZmSMij2KlLd8uy2B2ReQzpd7kLwH/el93EegVMJfDZgx5YXUw1gvTzJ9UW6Guu3F+yqyynKpsR+XATgfnqd2ovnpP2hd+T1q5Jx3ja5+i9gmlEcKA2cImTo8PAkX1fvXrTGrLJIDYiQvbjfbSC7navnrbw73CQA+cyAnGrumzwI950/8cFZv8p8VSE55OTE90IjXnr6MNyKag2zSX7VZqY2QhgY0EvlrAYzm8npsuYEXs2R5TE2u6ahxrGzgWmZh0Jy4T+Dj4o+eP80L/NL0h5G6Womig0RQkZ8A9YakliiNoModrzJDnI9auL/HCykU6RxqcWDEr4XkxBW1DTUHe0THHFbLG1ydz0HeF3DVBvAmRuMq46NUsxtXMsz1/SsbY9+QkBijXMEAJoH5Q2hNAytKWXwWeFJGrIvJXy10/xXbxBeALwIsi8gLwr4C/rqqr5b6/AfxfmGj/Fvssbane4kRWATcqGyvwRmFy7EkpCw6Xmu5uKf8GB5oYEDEnrCqrXtdN7NkP4Xl2+ASqczT1SR/21zmIILuGAVP1zwj6jjo4VYFCK+dP4iZ0wvZJnNR+aKe2T+JI6iJTeI4A4hk2oG+V25cwx63nsHq0kcAXtFx1k7IGSmah+Hcy2IxgfcYq5S2n5o4eA1tiCXWWczgm8IhaNO6qmHXnSTERZllslRthLu9rkSlZhw66CaTTEV97/jwr1x1F2kFdgSZDaNxEogyJGjhZwUUv4fI7uFGHIj1DOsxYfm+BAU0WC9jIDTTOR6XTGbY4FIwtMCGx0CSq9mdQfleV51MYt9ZhLLY3K+flYuCzTFnwSkz8uxcLDOzPCvPTO2z/KxO2/TLwyzsc/w0OVNoSGrGZ4toCiQeNzH/iltpg2MAcdjpiSL5FqdUX407qLHRdF7AT7abDqE/EcI/dJmXY72vf1RU6UNWSUjXTSm1fHbz2w1HUn/0exeAP6D9Ce6peuNX7hOhTxVbBMBEWsIG/ia3WwfrQVuM+Vxq2gq6LcRpzauU2Z/rw9QZkfRNt2mpc67c6Fgbw59VSH7wpxvZfUHhWzUTeacAwNYDpJLAUm9UvBqYz6H1shpfkPOnmPBQ9LP1fH5JppMhx4q3tch2Xr6D+KNI4g5tqwZOe7kyH469s8oiYruU31IDiMTGfnjBegtKzyXZdV6Ag4sA4mjcoV2cYK55jjAu5inFUwcGsIWWyKS3zsapxMEGUPCg98J6oqibLjhQkMqRuFmXCmFJWzdV8QdawwKdMyzwZJdeBjt3IqytxGNx7yf+TRJFAO7Hzk46ZBBaBja/qRmAMEkFfEK4ZVa5VXdXrz7ubyFJ/nnsFkUlscBWwI2zAByAJDmIh/H4FS1ocUv51FH4fe39/NqqIOKWifF3M7DoP9Dy8nsGdAr6IubX/ZwcvCzQK+FIK/14tfP9cAU84eKR04hoJJDmcVos5+lYTTmcQlfe5mTjee3yJ7o3jqE8QP48TwWsKmaNBE/ItiDpEhQkYXnrgBuhijP/UKlemFmjFN3AOXi2sVvKJSn/HjFMphrFQzWsbKLz3wHUGR8n18lrTjHVpC5gn6nXGnOvAWz+eLf8Ht/2tsv8PSg88gORANzcZNfGlWUsMIFrO7Pu+VFW3Sm9D522ghhchbK+DAvuX/SZNzkB7iUE73Ss8R9CwV1n7KmdUZ/8DaIRtk0BiP0AwCUTulqqcVrhGVfdRffbgVTqDyek59m665TGrYoN+GXgW87gF+GJkAWpvF3AiK+/jzSS76OC7EXyzDdozN3VXwLci4zaaDh4pzGvx2+V9H3EWdfsWxq0u53b9ZgIXnOlWHhG43IMNL9w6e4FbR57ELzeRZAFHF++7oBmxUyI/wsfX0GIJzxQ+TnCJ4pzg+iPiX9lg8MQcG4njOecpYljJbeyuVPosZizGBo/iKoWxWxVZg+jiMPE+K9voMOvdUTEgXhfe9zbV8ribbBed7kWMeeABBExEmZdxEFpczp6tcsQW5erVyU0HkpYcRwM7ri4ewPaJs9cEqnMg4fzwvdO16gOh/j8MmjDxdgK4MHiq4sGkZ9rpmT8Mqrdzp3uFQV3fFnQ7wedBsRU0EnhSzcX808AfE+MYzkRwuWXBa2fcWIaXwnRar0RWyiAbGjB8poDXGrCamUfv8w7+KIb/kFuQnajpO15Xm2ibavqzuchMtg2FhZ4tThsCa50Gdy7+F9yamsZ1+8TFgCKaRl2DKO2QyMtoM8b3E3ySEWVPo76LFMtI1sVpB70xR3rac+VkxJGB57RazpA3Cnv3W2XfVDOR1QGkmrelPs5CdrYQzhDG0Uz5+wilSbvc3mC7NWeK7Z7MB6EHHkCCY00fM3uFSvEhdgJMz5EDW37sHh5hyFs1jVVl9eqL2Gmy7cSlTGLXJ02uSdurYAEfFJ924iqqwLWTiLJfrmqSXmev43c7LnB4EduBVRmH31dTKYK5oEfY+/xRZ+/4qIPfKS9wLbYcpOdzcynvO/ihzDTwbyQGKJqb1eRcAt/I4GZiHOgP56YQ/bcjE30jsdCAKTXdilPThbTE9CGnR6ZYnC5Nvz6ClccS+ucu4ZafJlIrwj7KewjTxDSRYgmvgo9OQPYSIpeJ3AqMpsjjGTx9oihnuCJIq8F6nPECprhslRx0GL+bjPO0jNgeABkU7zuBd4txZHbIoJ9jY78NHNFx4fCI7fqVLUwMPHhO9ocAQBRbPdawFx9YPrD0+wVjh6x+ya4FxZGInVu9Vphk1Ym41/3ffw4+KLbsNWF34kjqXNFOXExYzYP4IpVzd+IG7kY02+vY3fYHHVKQ3as6FalsD6blEEXcLvd9UsZBZLecpd1boXT3TmEuBnGWTKml8J4zZfqWQJIZ+EwDf1ByJcPcguGcwNcKi2Q+CbwtBiKbYlXsL2GWva7AO94iemcic9rb8PDeUoP++QV8v0VjExr9KTI/g2MdzzVUzqDxo/jRFjBE9C28v4X3UygfwcezqItJig6aHCX66Mu4l7fwfctG15Cx+/oq40kdwiyUsZfuTpM7jIvQp45xxbvg1r6F9U+GgUvwIwrvNJiCqybfu6WHAkAyzK5fULqp61hhlGBOZKmU7uEliERiitUQLDTJNyLQ3egBDqIzqAJDVbdR3Rd+TwK5+rXqLG39uP2A4n64ivBdP6YKELCd81DGbvoByIPznqNcCLBJ/lJiZteBWjaxSCx51Mkc3inj+48C34mhMTLfBS9wpGV1aePc0iHcTsza8tGszNal8EuROYGBibUd7B6vSBl/4iyX6GwO821j9+eG0F1MiJ9epHvkOH5ziZHMkGkMrsA1Y/CLuPSOgX+yQDy8jc/beDeH8jGK+ARehmgUAwO2uo47rWkuKIgvww9K7mCNcT7X4HhX77uqLqna90HZCmMfkuqiEnyKwrGOyRaecMxB6aEBEChZOh13XDBnBUWdwziOIHPnuj1ACbYrIuur8H6BoSrj7zWB62Cxl/g0CUSq95t0/n7Fluqz7caBTNLdVI93E/bVrxfEmkAhgtiVO89E8EZuaQGfEzheWL6NKDcOI/PQTOE1b17IiTfl32Jkho9c4VYHojLnRlhIzkWWmHo9NZF3Q8dFrC/40qHKQSOxnBidCGZyyxdyc8Fx7dNz3Dm6wEp/Gs3aDAU03zQnL2kjxLim4kVxg3dQruCli8o8Pmriow007kI0j4882Sgn1zYnxXQ2lFzT+2J5pZ8C0EZsV5qG8Rr8mqqWt5BMKuhPotq1PAaeG5gbxFA/uJje7YJYpQceQKBMkqvbHW6aYgMy+PiLVjKOy5htrk6Y6sDfa6Xfi4J8Gq5V/WaXa1ZBZDcgqZ9TBYq71ZrvBDC7bZ8kuu3UV4G7CAARY3K+LwG8yZiVLjCAmFX4opopdTOCc7kpMgcRrMUwn8DKEF5zFlq/hokdK4U5gA2bMJeaIj2JyrwpajqPr+XmI9LEzJxtLHIzKCozhecLOJvDSWe5Md5NhJlnp3n3/CK3oxn0TouhDmhFNxkmsxDlRNwmyo9RxFv4wgM9tDEAfwbVPsQraOMkyFlIFEeDOOpRHFGuiokUpzHwuMNYP7RR/q4ulPXFJnASgdPIa8cEH5DgnBeXbQ/iTPCPCovrh0UPBYB4jHUNVKgNzqonXnAD9mxH3/p1qpOmuirvB0R2WrUPItLsBBp18aS+TWrb9qKdxKW9wGNSP9WvFUC5qp8JABK4PxgnBZoqV78TanqOlxJ4rDCF6FZi1rMtZxa3FrY4zJcKVhfBcgGRMy4iys1ZrB9ZXJQKzBdwxcN3sQl6Akuoo1gA2RtSOoxhruVFbM98KRGmf2iWb3z2LLfXpikGbUa0QXPiok+jESN+Hs0GFFPvUYyGqDwJSYH6CyaPcQUvR8BPoQ2Pc3NoEsH0CNdOeVWt1INgeo8AGoHCghdMtoHLrr73YAwIfVxUzlXK7P6MTbQw5sCXMBN21eJykIWzTg88gLw/idTMtYKtQKLbNdQBtYPjWIENqtBL+51s++3QuwGd+mTcjTOBnSf9QV72XpxNlapcBhO+4YPiYBVwIsZZ1EOhp5OYj8cWBhSPOvP1uDYNHyngaN8ysU3HJtYstwWdcbx7Oma645AZx81C2djwJL0cve1ZWVOyobIeWZKlRmo6sNnIUkEm3oAjTLgl7P85zK19U+xZTgpMxYL8iZP85+ee5ObVeQYpOI3oFI5RK6UYtSAfQbKJzkzj20J8pwPDIxTNHJ+vgwgqx0BAXA+khfopoqLLwtwy05dusTaAcwovuzI9oTcOqV5RsM6Z1vs59H8AmqB/ChxxEB2Fcb7VLcblL6tK2ZgxJ3NQeuABBAw8FOM6qoAQuA3YnneigPdHverkVXs32X+vSVfnZOr769eYxDlMOm43/UQdiD5sYKnHsFS3w3aOLgzYIG+HgdyuHB+8TwPr3GacQWyxaQmj3RB8DC4RFo/EvPP8NK/+8BIr2Qy9xjTpsM16tEGuwnQjZ3W6S281Y3FrRO/tLjO/1UWWC7ZSSJzlU3lWLSDrVTErTbN84FVMhyJYZjHFUiQW/+U8V595mhuvHydbTSiiHOc3iRpdBlGM749o5lDQIXEtipUIaS7i8pSsWIH8Nl5OIEmGcy0K10O1hYij3Wlz5vQN8n+1yVJhz9Qr+6jFODdH4C6qABHeg6t8BxApKucFP5G6e0Dw84gZ+31UdSSB45kUwHc39HAACJWO1bFmP3R60FzDByfAbkBR33a3oswkmnSdOiDsdo/9cAx76W32y0lVOY7qAK2e62vfVV1HuEaIxwiDOXienmUcp7EAfEQMSKZzEzdaEfhHGmSfPcp3PvYY/1GOcvvmkNFyhB8objiiiI+TyyzaWmGrvcRMJ6KXj1i+2GD1U5d58uffoPnaiC6mW7kilm3sFjZBV7F8Ek5N9DlVPuNaDO6ZWV569mO8+NpJbvdaaBrD1BrOZySkaM9RpA1il5KOBsSdC8TFEsVohnx4A80zfN5CXVZ6qjYpXBOX5MSNTRaPrfCMvMHm5Zw7YmU4hr5Ss5btiaXq7yUoVEMfB86uqlQNviNV8A+mXGXMdQSwCImLumy38hyUHgoAqQ7sKpgoIBWO5P2JW4o64a3UJ1NVrqy/uIPoQ3YSSfY6d6dt1fbWr7/T892NbiQAQJXrqILdpHvXRZuwPWKcrCm8m44YeJxy5lexiQHJogPfgsURnJoR8s/P8+0fvsBXssd58+2n2brTIxusU+gazm/htEchM4xkiig9SjH0sBxzeyunJz3ix55m4y82mf5H32H2ek4mcMmbP4djHGOypWPv1yMxJA14Zr7Bm1/6JP/m0mm6t1NG4sE/inQaxNEWpB0a6QjyVfIGRDNK3LlMPrrIMH0DVYGohcgQie8gdPAyQqKYeOo4zekVzp+/RfH6Cj6zxNmFjgEg6CYCANQ5j/AughUlKISrCtDgK1K1vITtfUpP33JbAPWQqKlaHe9eQOShAJC69aT6Xd0eFEwBUOpcyW5yZl1ECOfdCzcy6bjdRJb69r3EpHDMTtepU7heWLl2Ao66qFd9jiroBLElZNKawuKT2mq/R5ho8cOYHmJOrGbrsVMxxZdO8o/PPckL15qsXj9DsTKDFikqxyHqUXAc0QLvc0Q8hc9ha4HhcIatoqDwPUjXuCmPcvpL78E/vsVCZiUL7mBWGDCrx9uY7uVxhRkP0w3h2R8/zT+UR7m50gdtkw5jJO7S2YxozCQMixU6zRFuqk+qDfL8KpqtQtRCXYtYM3ya4RnioltoPgMuQ+JHcW6BqcVrnJ95jxvfHND2cFO2J/px2IQesF2EqIsiMK5EV+USwyKQM7a6KAYKS+V34DjCPUKKiwBWi5h16wdahKmukPWJr/B+uQYq26X2mbQq76VD2K8YsB+qruYf1nV3atdOx4bvKucRzi/Y3r910AgydjUJU8w4ojYSs6BsipWgwMO62uRdTMw7tFVYZvOnzrZY++/O8E+mTnHptTbrK3Pkow7Noo8vhkjkyYtpC1RjHjSmKDJcMURlleGoS5EBomgq9K4ssvzZj/DYE6v4l7L3837GWMxLYP3XvFl4Pq/wyaWEP/jsBd76SsJo1EXSk/isSZRcQbMG/bzPoLFOZ7hFY15IRw1yyWgPRwxGVxE+gpsyhakbpbjiLEiExgXi5mnHwuL8FlPvvsv0zYI/LOWRoIMIDpAtxkmBAgUfkCCCBEVnneLacWFbNct7MO0GHUvYp4wr483zAx6NC7uz51WgoHJcNahr0spaPbb6ez+K1HuhuwWr/Yoq++E+qudWlXa7AVHoy6pSL6xsQUkXUu4pcLQokxuLmS3n1LLIDRS+eLbBC3/pPP9PfpFbl5psbEyTDT9OlB4hz95BkwFF0SVyU+SjaZruNKN8GcdlZLCJdxsUkoB3aDKFpguM+jnr6zPIT8xy5LsrXM5g1pvO5Vr5TJ8qV/8FD0sR+ItT/Fb/GL3lmCJtoOqI8hgZLZImCb53i/nFnNQPkdUG/XMpuubod2eIsvPQWqIYmJoyij+O5KuoU3yWIklK2t7k9OINZv7jOlJYBbxGZpN1yDh9ZZftpRyqoF4VaYICNEzWUeX3pDEQxLUg7iRAowT2jHEJzR7WT00OTg8FgNTFDKn9nsTGV1/ETsCz270OQntxF5P0Crvdc69r3Q3VB9pOgFp/Jpmwryp3p2I6Bo/5dzTEkh2fVmOlj3hYiOGHHmnw7b9yjp+Tz7N86ST56jrZsE+U93GjlFHRoxEPcZ2IdDigkbfJfYZKgmoXn72D1wLPLJlERHKEIs4gvcXw5gLDR2eYilY4lpnT2g0xq90RMSvQRYVnIhOpfvPcMS6/cxzN1vFpG1EPU4X5GjU9ha4SRQOiJuSDAn9zgNNphr15onSRPIvRfBPxfXx2EYrLaLxK0RhRtNt0Fq7xuRuvcvOVEddTc60fYZ81DECCFaRKwcmrOoaDpTGMm2rckTD2Qg3vJ/hFHcN0JiuUiZt1HInbYVwbepOd58J+6KECkOrvKngEE2Nddq+LPJOu+WGLKnvtuxuu4W7vsR/azYt1J7CoDtoqNxLC8x2mNE3EUgE+lcDHnMW0LBbw8QsJv/PTp/nnzbNcf2cLNxxBsYX3N9B+gk86zEQZucsYDjoU6SoNbeGZw7NFNEzJiHE0QHIcGeS3wJ+hwJFsTNFghjNTwupA8RiIOIwTitQ8l19LYCZxvHN+nvjFLuloCV9M43wP71ZwrS38cIiq4jaaZK0WWTbCJefI85P4wUWK4gjqYsQJ0pqmSF9Go/coihyN2rSaR3n2ia/CLy5D3+JwfKkTqib1roNH0I3U9SF1D9+QQzUUkQrXyRn7evQx3VQbM21X68UEMAr1aMJ9Dkp7nisij4jI74rIayLyioj8rXL7ooj8lohcKr8XKuf8bRF5U0ReF5H/urL9UyLyUrnvH5YJlnelgMJVkJi0vaj9nwQqH9YkPijdq8nsw6C6YnmSCBj+Oz44iIPyNBw/p/AIZWJftbKcH8+hlVt8y+KS49d/dIEvz5xm41rM1O2rNHuraM8h3jNqXiOWVfJkk2L0Fnn3RWR0m7RIKLImnggvEVE7JmmD5A6fC2iET+cg7RBFBS4S5kW4juliboiBx5xYoNy7YtHa64sJcWMeWY/IswLcHKo5Pu+gozbq2rhohq3iDL30afAfIek9hvafBM5QeIHiDhK9jX8+QWcSNE6RVkbU6XLqsRf5/Bsv0nsnY2tkaQSksvoHEKnTpNCIBiZ6tMvODtxJNVI3VK0LYz0oWzcY60CajBXdYcGtcpp3GxpRf+69KAf+J1X9CPAZ4G+KyEeBnwF+W1UfB367/E+576eAp7Hylf8oZGpnXN7y8fLzE/t5yDogVMGiygruxqbvxLJ/P+n7DVZ1YAjPUOe6qr+rwFEFirAvDMg25mV6Esu9cRT4GMaBbHh4toBOS3j1MzP8yoWLxG+epHtjinTYpJABqQgD9wlcfBaVNi5W8mgD9DrFsA/pDNruEkkf15yhlc+CxmS0iV2C5E00ViRv4ZImS7NtXk7VyhuIiVYdTIHbwbJzTQ/hzIxYrJS/g3IFKV6gyBbANcykmSWIe5IBnyTf+jxZ71MU3Snoe9JigGcAicf3r+F/+3eQ7m1cfoE4nmf+vOO/mf4607+5zpsFvIoVO9tS67u00o9Vqjrrhffhy36OvIlAIdGQ44M+JPVgy/fd2MVKSeRYHwTFbVDUVnPqHJT2k1T5BpYlDVXtishrmIL9J4EfLQ/7p8DvAf9Luf0XVHUEvCMibwLPi8i7HLC85aTBvp/JWJ0sD8LqDx+uyLTT9Xe7h2Nyf07iTMJ+ZRwJGiwvU4wzgB/HwgyuYEq58x7ebkD3mTYvf/Yp8tGjLN+eob+xRCIbbHXnSeUmrfQGTVoUSYy6OSQ5Ag6kBTqK8cNpptonkCKhGKVkeU4Rp8TNJiqLiPSJEvDTMW16vJIqM5gSNyoVuKmYaXmhdHjwXlgdZgyLNfBLiEZIUpQywDxEJyBfQ/UmBQIyQos/Ih+lSPyTKI+jw7dRnkCLdaThiBsR7c4Mn370Wzzz767wWtfTU3PPv5JbLpOQfX5SIFs1D0j1PfpyXwCNADTTYnFC9XccjovFwGcZ00mFhFut8h4hf2rVk/igdFc6kLJG7ieBPwKOl+CCqt4QkWPlYaexVJSBrpbbMvZZ3rJa2vJe6W4A5/tB36vnqFtZ6vt2un+dUwncR3V/xLhKfDW7WB9jyd9VS0nYESst+QoweyKm+Pxp1m88yfLVebY252B9liyJyIoUx5DYJXidok9Bq2jj4iU0znE+wserOBq4kUM6Od4/RpKfoUgUnwvSTElYh1ZCs7POwq3bRAqqJqqMgDwC9VZs6nrDrEJJAcmoYKqxSJ5EuCJB4z60POIEeh10OCKPHDq9SfbsDPLyFi4VKFbRzi2KzKH8CE6+i7oUndvizHNrLF17h6+/mXLdQzc1hamW4LHO5LiTILoEsaIqToS6uDOUuXDK7zm17WuV64V3Ft5NE+N8BmoK1aAjCe835CC5F/EF7gJARGQaK9nwP6jq5i7qi0k7dmICJs4nVf0y8OXyvg/K3H9gaZIOoy6q1LmOKmBUr1HnXqqOY9W8FUNMw98Vq2AfUxYtiuF4Ap1npnhr5jQvXU/YijIkz/ARpJrimpvEoy20OE7qZ4myTVxzg9HoCEkuFFkLd6KJi29B09NqbTDMHMONJxDtUKQDZLRClG+Y81cSsXi1z0wO72KT5ygmPrxYtuep3EBlPfV00hZZcQSkS9EY4bWHG/SRdBqfOZA+ngTtzeNeiWF4Ed80PxSNeihHYXiJqHMFnVaWHo/53NxXOP1LN3h9AHealld11Rv4brJ70NqkfdWo3JAGAcZFuAOwBw4xvMcpDGC2ZOxklmGRyTfLY4Jb+yxlVYMdnms/tC8FrIgkGHj8C1X9lXLzLRE5We4/iSl8wTiLRyqnn8EyzF/lgOUtD2lnqio5A+0EHnUdUF1JWlVMh+OqnpPBKSnDTKMem6jH1aJgFZh1MDgVsfn4DL8nM6RbsdVTaQxxjTdpuNs0hwnCCSBhqlin7TzkAzQaoSK4RgqDq7CZkkWQyVGK1gwyv0rSuoYWy6AbSBIjHGWu1SO/lHJZoXC24vZL8+0d4JuUk8TBY7nDr8WMBmuoX0PzITpswiBC3TTeHUH9Et5HoDfxgxFF9DQ+SvC6gh920egtpH2HOHmKmWPneP6JV5n+jffQdc9ND/3RuE5t8PXYCTwmidiOcVGo4GMDphCeLq8ZuMJG5dwQoDfFOOfq+xndxbZPM+ZEZrg3H5DwrLtSaSn5v4HXVPV/r+z6VeAvl7//MuNSlb8K/JSINEXkAqYs/do9lbe8z/Sg6E8ChdWnnkowfO8EHtXzq6AzSawJgzip/G5JmbuD8QAOJsFELR1hFEP2SINfPzeNbuY0hxlT/Q4t16MzdZO4sUIhfVK/RK5C3y/T76/TH6yS9nrkuoG4ZbTv0e4d/KWrjF7vkr23BL0WUe8O0ryMn+rBdEw8H/PIiQHZrRxKEHuXsc/FMpaxP8WAZZkcmY3xzSWQBuIUyc+izKEIygq+eQ3iPkLfxJp400oBuFOQnCBKjiOzMzTOjHjmx16j+cqr6Hdz7uSWJjHCdC+O7Y5ioW8DVb17q++k6j0aAD3Usk0wC0uBgcF0ZRzMYqDgy3cVon6nsPY3Mb2Vx5Tgi+X3vYzv/YgwnwP+IvCSiHyn3PZ3gL8H/FJZ6vIK8OcAVPUVEfklTAmdA39TVQMH9jeAf1K26dfZZ3nL+0V1sSDQ/ZSp6jqLunWpqgTdCTyi2jHhE84NofhRZXsLG5ChhMD7JRTVVrulyMyV3SMRaz++xKqbZ6poI8U0Gp8gHjTw0XVcAnnsIS/I8gZ5Oo3IddA5VG+i+RDvPopKA42vouopSPCjLkUipJHi8wVAKNqOoyeXeYqMO3eUvFQWxg0Tr5opLIlF3nZy40re6xVwvIebS8i7bXxRoI2rRI0u5LdRtwFaIO4RXOMUeA9JDx8dgwZEjctoa4bobMQzX/wDnvi9F4l+Z8Babn4Vv1925pzC7VKBGSgAclrp66pSOyQJClaW0PeCTRhRA4nLYpnXjohxOcOS2wjpEnJMcfs2Jbi7cTRyeI8wTmB0L5YYUX2wVQwi0sX0YD9ItIQtjj9IdNimh4Mmtemcqh49yMUeBk/U11X10/f7IT5MEpFvHLbpwafDNu1N9+LFekiHdEj/P6dDADmkQzqkA9PDACBfvt8P8D2gwzY9HHTYpj3ogVeiHtIhHdKDSw8DB3JIh3RIDygdAsghHdIhHZgeWAARkZ8o84m8KSI/c7+f525IRN4t8558R0S+UW676/wp95NE5OdF5LaIvFzZ9n3JAfO9oh3a9HdF5Fr5rr4jIl+q7HsY2nRf8/Wgqg/cB3OOewt4FHOmewH46P1+rrt4/neBpdq2/w34mfL3zwB/v/z90bJ9TeBC2e7oAWjDF4DngJfvpQ3A14DPYg6Vvw588QFr098F/ucJxz4sbToJPFf+ngHeKJ/9+/KuHlQO5HngTVV9W1VT4BewPCMPM/0kljeF8vtPV7b/gqqOVPUd4E2s/feVVPX3sbpMVbqrNpRBlrOq+lW1EfrPKud832mHNu1ED0ubbqjqt8rfXaCar+d7/q4eVAA5jdXiCbRj7pAHlBT49yLyzTK3CdTyp2CxXfBwtfVu23CafeaAuc/034vIi6WIE1j9h65Nu+Xr4Xv0rh5UANl37pAHlD6nqs8BX8RSQH5hl2Mf9rbCh5AD5j7SzwGPAZ/AMu/9g3L7Q9Wmer6e3Q6dsO3A7XpQAWSnnCIPBanq9fL7NvD/YiLJ3eZPeRDpBy4HjKreUtVCVT3wfzIWHx+aNt3PfD0PKoB8HXhcRC6ISANL0vyr9/mZ9kUi0hGRmfAb+K+Al7nL/Cnf36feN/3A5YAJk6ykP4O9K3hI2nTf8/XcL+3xPrTLX8I0ym8BP3u/n+cunvtRTMv9ApYe9GfL7Uew7PWXyu/Fyjk/W7bzde6jRr/Wjn+JsfQhl+1fPUgbgE9jk/It4P+g9H5+gNr0z4GXsOyHvwqcfMja9COYqPEi8J3y86Xv17s6dGU/pEM6pAPTgyrCHNIhHdJDQIcAckiHdEgHpkMAOaRDOqQD0yGAHNIhHdKB6RBADumQDunAdAggh3RIh3RgOgSQQzqkQzow/X9GaAy/3H1XMwAAAABJRU5ErkJggg==\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(multiD_image);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "3SHUTanr9B6K"
-   },
-   "source": [
-    "What if we only want to look at the blue channel, which contains the cell nuclei? We can use again **slicing** to do that. But instead of cropping a part of a 2D image, we select one of the three planes: we take all rows ```:``` all columns ```:``` of the third channel ```2```:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 269
-    },
-    "executionInfo": {
-     "elapsed": 1015,
-     "status": "ok",
-     "timestamp": 1616249204959,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "zoNQmLGR9B6L",
-    "outputId": "a8250bbe-88b9-4ad0-cfcd-4e225f583ff5"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "blue_image = multiD_image[:,:,2]\n",
-    "plt.imshow(blue_image, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "u2rqpLiS9B6L"
-   },
-   "source": [
-    "## 8.2 Indexing"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "-CsFTIqC9B6M"
-   },
-   "source": [
-    "There are many different ways to do array indexing, which means recovering series of specific parts of an array. We will focus on two: indexing with an other array, and indexing with position vectors."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "_kfze7vs9B6M"
-   },
-   "source": [
-    "### Indexing with an array"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Fu6owWSH9B6M"
-   },
-   "source": [
-    "We have seen before that we can generate boolean arrays by doing a logical operation e.g. asking which pixels have a value above some values. Let's first explore what values the pixels in our cropped image have:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 265
-    },
-    "executionInfo": {
-     "elapsed": 436,
-     "status": "ok",
-     "timestamp": 1616249211025,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "W1ScgX7j9B6M",
-    "outputId": "21344f6b-34a3-494a-c898-ad417bc600ef"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.hist(np.ravel(blue_image))\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "5OgRBOzz9B6N"
-   },
-   "source": [
-    "We can now create a boolean array telling us which pixels are e.g. above 50. This is usually called a **mask**."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 835,
-     "status": "ok",
-     "timestamp": 1616249214041,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "WcKDKHdE9B6N"
-   },
-   "outputs": [],
-   "source": [
-    "mymask = blue_image > 50"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 506,
-     "status": "ok",
-     "timestamp": 1616249214236,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "8mRjJROQ9B6N",
-    "outputId": "abe01b9b-87c5-4e3d-cc36-f3605f032217"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[ True,  True,  True, ..., False, False, False],\n",
-       "       [ True,  True,  True, ..., False, False, False],\n",
-       "       [ True,  True,  True, ..., False, False, False],\n",
-       "       ...,\n",
-       "       [False, False, False, ..., False, False, False],\n",
-       "       [False, False, False, ..., False, False, False],\n",
-       "       [False, False, False, ..., False, False, False]])"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mymask"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "-1kjhoXM9B6N"
-   },
-   "source": [
-    "We can plot that image. Matplotlib just interprets it as a binary image:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 266
-    },
-    "executionInfo": {
-     "elapsed": 728,
-     "status": "ok",
-     "timestamp": 1616249220691,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "RUa3l3K69B6N",
-    "outputId": "47de0747-e1ae-440d-b56e-2d1d2e4ffa30"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(mymask, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "2I85laJE9B6P"
-   },
-   "source": [
-    "All white pixesl (True) represent regions that are above the threshold. What if we now want to recover the actual pixel values of those pixesl in the \"real\" image? Instead of looking up values using ```cropped[xpix, ypix]``` we can pass the **entire** boolean array to the image, which results in the operation sketched here:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 516
-    },
-    "executionInfo": {
-     "elapsed": 552,
-     "status": "ok",
-     "timestamp": 1616249371318,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "VFTs_4aE-C4f",
-    "outputId": "4c7397d4-2aca-4c50-affe-2a6ad24d3711"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<img src=\"https://github.com/guiwitz/ISDAwPython_day2/raw/master/images/logical_indexing.jpeg\" width=\"700\"/>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from IPython.display import Image\n",
-    "Image(url='https://github.com/guiwitz/ISDAwPython_day2/raw/master/images/logical_indexing.jpeg',width=700)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 572,
-     "status": "ok",
-     "timestamp": 1616249222846,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "uxWjPVNI9B6P",
-    "outputId": "8ddedf17-bb83-4c27-a5ee-627d56d3f43e"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([137, 130, 134, ..., 106,  86,  53], dtype=uint8)"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "blue_image[mymask]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "PULy_PlV9B6P"
-   },
-   "source": [
-    "Of course **this only works if the two arrays have the same size**."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "gABTFdbL9B6Q"
-   },
-   "source": [
-    "### Indexing with vectors"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "jVHHU2iU9B6Q"
-   },
-   "source": [
-    "Sometimes, we need to know the location of objects in an image. For example we might want to know the positions of all pixels in the mask that we created above. We can recover that information using:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 540,
-     "status": "ok",
-     "timestamp": 1616249240631,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "ZOG-bvL79B6Q"
-   },
-   "outputs": [],
-   "source": [
-    "mypositions = np.argwhere(mymask == True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 324,
-     "status": "ok",
-     "timestamp": 1616249240849,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "NXv6w2zk9B6R",
-    "outputId": "4f629e0b-61ba-476a-9254-72dc07fcbaeb"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([[   0,    0],\n",
-       "       [   0,    1],\n",
-       "       [   0,    2],\n",
-       "       ...,\n",
-       "       [2047, 1566],\n",
-       "       [2047, 1567],\n",
-       "       [2047, 1568]])"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mypositions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Jg4DS6DY9B6R"
-   },
-   "source": [
-    "This command basically ask to return the position (\"arg\" like in mathematics) of pixels that fulfill some condition. Notice that we used here the ```==``` \"is equal\" sign just like we used it for a variable. Numpy once again knows that it has to do the comparison for all pixes. \n",
-    "\n",
-    "The returned positions are in a form of a 2D list:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 504,
-     "status": "ok",
-     "timestamp": 1616249243731,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "0PvkY9xB9B6R",
-    "outputId": "fa8c729a-78ff-4548-e44e-b6e9eb79e2cd"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(546957, 2)"
-      ]
-     },
-     "execution_count": 27,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mypositions.shape"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "w89mbimd9B6S"
-   },
-   "source": [
-    "We have **555207** pixels and each of them has **2** coordinates, row and column. We can now recover a single pixel, e.g. the 8th pixel:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 347,
-     "status": "ok",
-     "timestamp": 1616249244697,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "_xLJHwwN9B6S",
-    "outputId": "2be930d4-b754-4d52-e575-5869feb03c1c"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([0, 8])"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mypositions[8, :]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "IfL-TOze9B6S"
-   },
-   "source": [
-    "which is at row = 1 and column = 0. We can use those coordinates to recover the value in the original image:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 638,
-     "status": "ok",
-     "timestamp": 1616249246474,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "sbd3LqzA9B6S",
-    "outputId": "4916eb95-8f4e-4a42-b982-57a6ffc0af43"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "86"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "blue_image[mypositions[8,0], mypositions[8,1]]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "E_hap01L9B6T"
-   },
-   "source": [
-    "We can also pass the entire rows and columns coordinate lists and recover in one shot all those pixels. All the rows are recovered using:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 740,
-     "status": "ok",
-     "timestamp": 1616249248626,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "e9jwh0fM9B6T",
-    "outputId": "3fe648fa-c393-4bf9-f78f-d4aaa7489605"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([   0,    0,    0, ..., 2047, 2047, 2047])"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mypositions[:, 0]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "8rhKaLqv9B6T"
-   },
-   "source": [
-    "and the columns:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 392,
-     "status": "ok",
-     "timestamp": 1616249249607,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "MZwbCXk19B6T",
-    "outputId": "2ac0f7a2-3c43-444f-ca7b-0415271b388a"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([   0,    1,    2, ..., 1566, 1567, 1568])"
-      ]
-     },
-     "execution_count": 31,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "mypositions[:, 1]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "dfKmZex89B6U"
-   },
-   "source": [
-    "We pass those two list to the original image:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 468,
-     "status": "ok",
-     "timestamp": 1616249251324,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "1cHuaipZ9B6U",
-    "outputId": "57e169d4-1c7e-46c4-882b-a3041fd2b3e4"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([137, 130, 134, ..., 106,  86,  53], dtype=uint8)"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "blue_image[mypositions[:, 0],mypositions[:, 1]]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "ioAkw0pP9B6U"
-   },
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "08-Slicing_indexing.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
-   "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/10-Morphology.ipynb b/10-Morphology.ipynb
deleted file mode 100644
index 41e450c9929e64fd41ae78f71f97102f70ceadf5..0000000000000000000000000000000000000000
--- a/10-Morphology.ipynb
+++ /dev/null
@@ -1,786 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "7hENKKQ6_rg_"
-   },
-   "source": [
-    "# 10. Morphological operations"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "r__xBJzh_rhE"
-   },
-   "source": [
-    "After the thresholding operation, one has a binary mask which is usually imperfect: object might have rough boundaries, holes etc.\n",
-    "\n",
-    "Morphological operations are very commonly used to correct such masks. We focus here in particular on binary operations, i.e. operations acting on black and white images.\n",
-    "\n",
-    "Let's import packages and quickly recreate a mask to work on. **Notice that we have to specifically import the morphology module from skimage which is not included by default**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1978,
-     "status": "ok",
-     "timestamp": 1616249818623,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Dw4TOXiE_rhF"
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import skimage\n",
-    "import skimage.io\n",
-    "import skimage.morphology"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 2651,
-     "status": "ok",
-     "timestamp": 1616249819401,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "TNrIsjVS_rhG"
-   },
-   "outputs": [],
-   "source": [
-    "#image_stack = skimage.io.imread('images/46658_784_B12_1.tif')\n",
-    "image_stack = skimage.io.imread('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')\n",
-    "image_nuclei = image_stack[:,:,2]\n",
-    "my_otsu_threshold = skimage.filters.threshold_otsu(image_nuclei)\n",
-    "mask_otsu = image_nuclei > my_otsu_threshold"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "YEbHry14_rhG"
-   },
-   "source": [
-    "And let's focus on a smaller region:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 533,
-     "status": "ok",
-     "timestamp": 1616249820630,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "2QYgJqJ3_rhG"
-   },
-   "outputs": [],
-   "source": [
-    "cropped_mask = mask_otsu[750:1250,1400:1900].copy()\n",
-    "cropped_image = image_nuclei[750:1250,1400:1900].copy()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 619,
-     "status": "ok",
-     "timestamp": 1616249825243,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "XSOXArJB_rhH",
-    "outputId": "ffb6f27f-2537-4c03-cd5a-7d5877a74bd2"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(cropped_mask, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ssqOrMo4_rhI"
-   },
-   "source": [
-    "## 10.3 Erosion"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 636,
-     "status": "ok",
-     "timestamp": 1616249827999,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "k387xFkh_rhI",
-    "outputId": "129f9f05-0b3f-4b42-90d9-a6397d43991a"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on function binary_erosion in module skimage.morphology.binary:\n",
-      "\n",
-      "binary_erosion(image, selem=None, out=None)\n",
-      "    Return fast binary morphological erosion of an image.\n",
-      "    \n",
-      "    This function returns the same result as greyscale erosion but performs\n",
-      "    faster for binary images.\n",
-      "    \n",
-      "    Morphological erosion sets a pixel at ``(i,j)`` to the minimum over all\n",
-      "    pixels in the neighborhood centered at ``(i,j)``. Erosion shrinks bright\n",
-      "    regions and enlarges dark regions.\n",
-      "    \n",
-      "    Parameters\n",
-      "    ----------\n",
-      "    image : ndarray\n",
-      "        Binary input image.\n",
-      "    selem : ndarray, optional\n",
-      "        The neighborhood expressed as a 2-D array of 1's and 0's.\n",
-      "        If None, use a cross-shaped structuring element (connectivity=1).\n",
-      "    out : ndarray of bool, optional\n",
-      "        The array to store the result of the morphology. If None is\n",
-      "        passed, a new array will be allocated.\n",
-      "    \n",
-      "    Returns\n",
-      "    -------\n",
-      "    eroded : ndarray of bool or uint\n",
-      "        The result of the morphological erosion taking values in\n",
-      "        ``[False, True]``.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(skimage.morphology.binary_erosion)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "dVsX4JqZ_rhI"
-   },
-   "source": [
-    "Erosion does what one expects: it shrinks the white regions. But how does it work ? Each pixel is visited. If it is white, one asks if any pixel in the neighborhood is black. If yes that pixel turns black. Of course this will only happen to pixels on the edges, as pixels in the middle of the nuclei are surrounded by white pixels.\n",
-    "\n",
-    "We mentioned that the neighborhood is checked. The size of this neighborhood can be set by the user. For example we can observe a circular region around each pixel. The way to specify this neighborhood is give an image of it. Luckily, skimage has already implemented for us various shapes. For example a disk:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "executionInfo": {
-     "elapsed": 526,
-     "status": "ok",
-     "timestamp": 1616249830255,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "hGWEdhKP_rhJ",
-    "outputId": "5290f5d0-ef19-493f-d697-0a39d0209e9d"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on function disk in module skimage.morphology.selem:\n",
-      "\n",
-      "disk(radius, dtype=<class 'numpy.uint8'>)\n",
-      "    Generates a flat, disk-shaped structuring element.\n",
-      "    \n",
-      "    A pixel is within the neighborhood if the Euclidean distance between\n",
-      "    it and the origin is no greater than radius.\n",
-      "    \n",
-      "    Parameters\n",
-      "    ----------\n",
-      "    radius : int\n",
-      "        The radius of the disk-shaped structuring element.\n",
-      "    \n",
-      "    Other Parameters\n",
-      "    ----------------\n",
-      "    dtype : data-type\n",
-      "        The data type of the structuring element.\n",
-      "    \n",
-      "    Returns\n",
-      "    -------\n",
-      "    selem : ndarray\n",
-      "        The structuring element where elements of the neighborhood\n",
-      "        are 1 and 0 otherwise.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(skimage.morphology.disk)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 265
-    },
-    "executionInfo": {
-     "elapsed": 707,
-     "status": "ok",
-     "timestamp": 1616249835988,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "JVbEYF5f_rhJ",
-    "outputId": "538753b9-89b4-44bf-86e1-8a3cecdb1376"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "my_disk = skimage.morphology.disk(3)\n",
-    "\n",
-    "plt.imshow(my_disk,cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "OITMN-q3_rhJ"
-   },
-   "source": [
-    "Let's try to use this disk to erode our image:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 692,
-     "status": "ok",
-     "timestamp": 1616249839170,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "bvfKjr0c_rhK"
-   },
-   "outputs": [],
-   "source": [
-    "my_eroded = skimage.morphology.binary_erosion(cropped_mask, selem=my_disk)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 818,
-     "status": "ok",
-     "timestamp": 1616249842129,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "Chq6ieNU_rhK",
-    "outputId": "599d1eee-d7f8-41ab-a718-fcfca2a1f4e1"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(my_eroded, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "PsN7d2f6_rhK"
-   },
-   "source": [
-    "To see what happened we can subtract the original and the eroded images:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 704,
-     "status": "ok",
-     "timestamp": 1616249848401,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "eKPTM7Rx_rhK",
-    "outputId": "ac6e2562-a1fd-4079-9897-787ceeb62b46"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(cropped_mask.astype(int) - my_eroded.astype(int), cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "L9u4JgxQ_rhK"
-   },
-   "source": [
-    "What happends if we take an even larger neighborhood? "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 619,
-     "status": "ok",
-     "timestamp": 1616249856184,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "P5TTf44o_rhL",
-    "outputId": "8548ea92-ea52-4813-c360-bb120aa50ab2"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "my_disk = skimage.morphology.disk(5)\n",
-    "my_eroded = skimage.morphology.binary_erosion(cropped_mask, selem=my_disk)\n",
-    "plt.imshow(my_eroded, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "THLlgOKg_rhL"
-   },
-   "source": [
-    "We lost one of the nuclei, which was so small that none of its pixels was \"far enough\" from a black pixel."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "DWovZqqy_rhL"
-   },
-   "source": [
-    "## 10.4 Dilation"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "MfoYehMn_rhL"
-   },
-   "source": [
-    "Logically, dilation does the opposite of erosion: it visits every black pixel and verifies whether it has any white pixel in its neighborhood, and if yes turns it into white. Let's see an example:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 810,
-     "status": "ok",
-     "timestamp": 1616249865329,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "_Gt2eWXC_rhL",
-    "outputId": "578749d1-b828-4662-9c6d-cc8c62282031"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "my_disk = skimage.morphology.disk(3)\n",
-    "my_dilation = skimage.morphology.binary_dilation(cropped_mask, selem=my_disk)\n",
-    "plt.imshow(my_dilation, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "v4F25R5-_rhM"
-   },
-   "source": [
-    "## 10.5 Combining operations"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "JeD9I-51_rhM"
-   },
-   "source": [
-    "An efficient way to \"clean-up\" an image is to apply a series of such operations. Let's imagine that we for example want to remove very small nuclei. We can successively erode and dilate the image to remove object smaller than some threshold:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 524,
-     "status": "ok",
-     "timestamp": 1616249868917,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "-ATTy6Eq_rhM"
-   },
-   "outputs": [],
-   "source": [
-    "#1. Create neighborhood region\n",
-    "my_disk = skimage.morphology.disk(5)\n",
-    "\n",
-    "#2. Erode the image to suppress small elements\n",
-    "my_cleanimage = skimage.morphology.binary_erosion(cropped_mask, selem=my_disk)\n",
-    "\n",
-    "#3. Dilate the eroded image to recover objects of the right size\n",
-    "my_cleanimage = skimage.morphology.binary_dilation(my_cleanimage, selem=my_disk)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 998,
-     "status": "ok",
-     "timestamp": 1616249872689,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "9TJiDDJ5_rhM",
-    "outputId": "1af50937-38ee-415c-9863-ccf46ea7eea0"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(my_cleanimage, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 268
-    },
-    "executionInfo": {
-     "elapsed": 1325,
-     "status": "ok",
-     "timestamp": 1616249879608,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "FYqxHAAK_rhN",
-    "outputId": "67c44940-5690-4c94-9200-11ce667ec03b"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(cropped_mask, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "YDdc9Kxa_rhN"
-   },
-   "source": [
-    "Combining erosion and dilation is very common, so there exist specific operations for that: erosion followed by dilation is ```skimage.morphology.binary_opening``` while dilation followed by erosion is ```skimage.morphology.binary_closing```. The latter is useful for us to \"close holes\":"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "id": "eaUrODqZ_rhN"
-   },
-   "outputs": [],
-   "source": [
-    "image_closing = skimage.morphology.binary_closing(cropped_mask, selem=skimage.morphology.disk(7))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(image_closing, cmap = 'gray');"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "10-Morphology.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
-   "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/13-Pipeline.ipynb b/13-Pipeline.ipynb
deleted file mode 100644
index 923a33b57180f1a02a4fa2b0d217d86b49169725..0000000000000000000000000000000000000000
--- a/13-Pipeline.ipynb
+++ /dev/null
@@ -1,1077 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "54hAYgD0CX24"
-   },
-   "source": [
-    "# 13. Creating a pipeline"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "wsxg-QSpCX2-"
-   },
-   "source": [
-    "In the previous chapter we created a procedure to isolate nuclei from images. Very often the goal is to repeat the exercise on multiple images in order to compare different conditions. Here we are going to see how to package our pipeline into a function, how to apply it to multiple images and how to plot the result for comparison. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 1461,
-     "status": "ok",
-     "timestamp": 1616250519165,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "tT_GfkVoCX2_"
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "import matplotlib.pyplot as plt\n",
-    "import skimage\n",
-    "import skimage.io\n",
-    "import skimage.morphology\n",
-    "from scipy import ndimage as ndi"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "tdxZm84aCX2_"
-   },
-   "source": [
-    "## 13.1 Creating an image processing function"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "A-SOfCHiCX2_"
-   },
-   "source": [
-    "We have seen previously how to define a function. It needs the ```def``` descriptor, a name and inputs. What we are doing here is just copying all the lines that we used for our pipeline in the last chapter into this function. At the moment the only input is the path to a given file to analyze. We also try to document what the function does, what its input/output are etc."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 600,
-     "status": "ok",
-     "timestamp": 1616250524551,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "E_M5K3OzCX3A"
-   },
-   "outputs": [],
-   "source": [
-    "def my_pipeline(image_path):\n",
-    "    \"\"\"\n",
-    "    This function extracts information about nuclei found in the third channel of an image\n",
-    "    loaded at the given path\n",
-    "    \n",
-    "    Parameters\n",
-    "    ----------\n",
-    "    image_path: str\n",
-    "        path to image\n",
-    "        \n",
-    "    Returns\n",
-    "    -------\n",
-    "    my_table: pandas dataframe\n",
-    "        dataframe with label, area, mean_intensity and extent information for each nucleus\n",
-    "    \n",
-    "    \"\"\"\n",
-    "    \n",
-    "    image_stack = skimage.io.imread(image_path)\n",
-    "    \n",
-    "    image_nuclei = image_stack[:,:,2]#blue channel in RGB\n",
-    "    image_signal = image_stack[:,:,1]#green channel in RGB\n",
-    "\n",
-    "    # filter image\n",
-    "    image_nuclei = skimage.filters.median(image_nuclei, skimage.morphology.disk(5))\n",
-    "\n",
-    "    # create mask and clean-up\n",
-    "    mask_nuclei = image_nuclei > skimage.filters.threshold_otsu(image_nuclei)\n",
-    "    mask_nuclei = skimage.morphology.binary_closing(mask_nuclei, selem=skimage.morphology.disk(5))\n",
-    "    mask_nuclei = ndi.binary_fill_holes(mask_nuclei, skimage.morphology.disk(5))\n",
-    "    \n",
-    "    # label image\n",
-    "    my_labels = skimage.morphology.label(mask_nuclei)\n",
-    "\n",
-    "    # measure\n",
-    "    my_regions = skimage.measure.regionprops_table(my_labels, image_signal, properties=('label','area', 'mean_intensity'))\n",
-    "    \n",
-    "    plt.subplots(figsize=(10,10))\n",
-    "    plt.imshow(mask_nuclei)\n",
-    "    plt.show()\n",
-    "    \n",
-    "    my_table = pd.DataFrame(my_regions)\n",
-    "    \n",
-    "    return my_table\n",
-    "                \n",
-    "                "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "2VJPAiHTCX3A"
-   },
-   "source": [
-    "We can now test our function with a single image:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 469
-    },
-    "executionInfo": {
-     "elapsed": 2670,
-     "status": "ok",
-     "timestamp": 1616250561793,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "1Kb41nglCX3B",
-    "outputId": "356d42b9-de71-4303-9912-0e47292e1dec"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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JiTQ7fiVeU7HUXoFTzDkLT6P0wdZ0/nI6BB2CLmcUaaiivjjZcj8YlSYRaThswM/m13PoeMAIvBsSaPuNQ/L3s0kqXeV2NJEGL+qLk4hIg2Mt2a9MILvKsk0aYRKJDjF5yxURERERN6g4iYiIiNSQipOIiIhIDak4iYiIiNSQipOIiIhIDak4iYiIiNSQipOIiIhIDak4iYiIiNSQipOIiIhIDWnlcBERiQyPF1+rFtjMdIJpSRT0Tcfu5Nf37HmlJC5bj7M2H+svj2xOkV1QcRIRkZAzCYl4OuSwtW8zgl7Dxt6GlkPWMKLDdwxMWkWSgRxf+k4/fk2giOnlTfmgYBDfzu5L6tIEmswN0GjScgJr10XwMxHZkbE2um+gm2Gy7d5mmNsxRERkN0xCIvTrzsIz0zhgn7lc1uJb+id68GDwmvrPDCkJlvNeUWv+Oe1YPCuT8RUbcsYV452+gGBpaQg+A5EKk+w4ttqNprr3qTiJiEi9eNLSKD6sN57L83mq21v0TkyJ2LGX+ou4Pe9YVt/ThZTvZqtASUioOImISEh5mzah8IAu5B0R5NiBM7ijxfc096a5lmepv4g7Vx/N5JXtsQvT6fhREXbqHIjyn3ESnVScREQkJLzdu7Dogmacd/R3XJs9g3RPstuRqjWjrIyTfric7o+WEJw5z+04EmNUnEREpF48ycmsvWgAt179Bqelb3E7To29X5TBv0adQ6vnp+s0ntTYroqT1nESEZFdKj1mMN4vsvj+lodjqjQBnJy+lZ9vfoTcF3ria5vjdhyJAypOIiJSLU9yMivv2If7n3iGT7t9TqYncpO+Qyndk8ziYa+Q8LofX/u2bseRGKfiJCIif+Ft0ZyVb3ZmwqUPMyTZ63ackPio65ckjC5XeZJ6UXESEZEdeFs0p+DlTGbu/VrMjjLtzEddvyTwssWbkeF2FIlRKk4iIvI7T2oqq55rwoR+74Rk0cpo9H7391h9/h5ux5AYFZ/fFSIiUmsmIZHF/+jLj4NejtvSBBVznq694j18Hdq5HUViUPx+Z4iISI2ZhESW3D2QSec8HHen56pzbqO1bHnWh69lC7ejSIxRcZLYYUzFHxEJufwRA5l07sNkeVPdjhIRXuPhhz3fY83zjfEkR+cinhKdfHX9QGNMW2A00BIIAs9bax83xtwFXAysr3zobdbasZUfcyswAnCAq621X9YjuzQg5UcMouiqrbRqtJXZ89uSuP6PL92seZbsqQXY5Xla4E6kDnzt23L1te83mNK0ndd4+Kr/y5xwzPWkvTfJ7TgSI+pcnIAAcIO1droxphEwzRjzdeX7HrXWPlT1wcaYXsAZQG+gNfCNMaabtdapRwaJId6eXbEJXoKzF/xx/yhj8LVuhc1Mx/ktd4fH+zq0I5ieytqDsrn/2hc4PNVf8Y6uO+63zPr5tczDc/kHMeGr/nR+bjmBVasj8BmJxD7j8/Hb7S05t9FaGuJJiKbeNDaeUUzae24nkVhR5+JkrV0DrKl8u9AYMw9os4sPOR5421pbBiw1xiwCBgMT6ppBYoQx2H36svfTkzm00RwumHQBaT+lUdLGktR7M3f0GktzbyG3/N9IMt+YCMZQcsJgjvvXNxyRPpfuCV6STMJOd59kEhiSDEPa/QQX/UTH5iPpdvk6CP7Ryb3NmrHg9s5k5HrIWBEgbUEBwRWr8KSmYrIycVauxvrLI/FsiESV9SP2YvyRD+I16W5Hcc21vb/loxZ74KzLdzuKxID6jDj9zhjTAegPTAL2Ba40xpwHTKViVGoTFaVqYpUPy2MnRcsYMxIYCZBMwxo6jnlV5iB5GzWi6JAerD2jlLf2fp6BSYmAh9wDX4UD//qhT93zBKfseyV4LZ8e8Ri9E1OA2s89OKTfb6xK8GHL/ihOJjmJe496hzNO28SW4DYW+H28v3kvWiSsZ+/URTyz9hB+md2X9EUJtBpfgpkwe4fiJRKPfJ06cM11/6OVr+GWJoALMlby+IUnkHOfipPsXr1v8muMSQd+AO611n5gjGkBFAAW+BfQylp7oTHmKWCCtfb1yo97CRhrrX1/V/vXTX5jg69tDsvPbkeLQ/NoklwMQL+MPEZmTaepNy2iWWaVl3LjmZdgJszcYXvuc3ux9NgXdvvxi/1FHPbpDfR4NB9n0dJwxRRxladRI3Kf7kLuIS/F9dIDNXXakmFsHVaELStzO4pEgV3d5LdeI07GmATgfeANa+0HANbadVXe/wLwaeVf84Cq69znAJqIEoNMUhLerMb4O7VkW8tk8o52uHO/MZzbaEw1L8CRLU0AzTwBjBP8y/Z2nxq2DN+220utOyeks+TE53jq4La8cfdwGr0zcZePF4lFK67ak98OeRzvLk6DNyQ3tvmCu9qdjrNwidtRJMrV56o6A7wEzLPWPlJle6vK+U8AJwJzKt8eA7xpjHmEisnhXYHJdT2+RI4nNRWnb1dWHJUKPYro12YVJzWbyCEpq0k2XtI920+nRcdvrc29qRT0S6fpn7660sYvYvSWHlyVtbxG+7mi8Uo23f49479sgbM5tu4IL7Ir3hbNueqcj3c5d7Ch6Z/oYd0hLWiq4iS7UZ8Rp32Bc4HZxpgZldtuA840xvSj4lTdMuASAGvtXGPMu8BvVFyRd4WuqItSxuBr05rN+7Rl9cFBzhwykYuzn6Jjwp/nQUR+NKkmvMbDpj2DNP3TdltcwoqybKBmxQlgaNpCJqR0ABUniSN553RhRObnQHzcvDcUEoyXzfuV0vQ5t5NItKvPVXU/A9Wd/xu7i4+5F7i3rseU8PP27MrGhy03dfmKY9I2VPmNNLYmj7bvsRY83h0meDsDunNxk6epTeHrm7iVkj45JK5ZG4aUIpHnbdaM087/lgSj0vRnh3afz3KfDxsIuB1Folh0nFuRqODt2ZVOo1cwsd97nJy+NaaH8e/p/CF27z9u4unp04NeT86lW0LtRsmaetNoe1cuwQP7hzqiiCs2HdqZa7NnuB1DJGapOAlQcVVch9ErGdUmPlbP3TfZwzWvvcPC0QPIfXkQF7z3OY+1mlqnfY1u/yMXv/AB5UcMCnFKkcjyJCfT5JLlVeYlikhthWQdJ4lRxmC8Xrxt27Dw340Z03oM8dSlh6eWMvzQl0Oyr9PSt8CT/+Phf51Fk89zcQo2hGS/IpG09bh+fNr5EdD6eNXa4k8B/G7HkCgXPz8lpVb8hw9i0eh+tP0liWu+HsvcA17WWi67cVr6Fsbd9yjDf8wl94W98OXsaqF8kejiSU4m6/LlDe5+dLUxaWYXzW+S3dJPygbIm5XFEQ//wOJhr/BC2184PNWviaI1lO5J5orGK1l09HPkH97O7TgiNbZt2J681nmX6w03aI4NkrZcJ2Fk91ScGqDi/boysvHM3T9QdsprPDiJbqcQqSFjyDvbr9GmXQhiyVqoFXJk91ScGqAVx1q9gNbTJqeEzKWaCyGxwdemNQ/t9Z7bMaJf/e5AJg2EilMD42vZgocOesftGDFvtj+V1IUFbscQqRGbkcaeiVqLbFfmlgdoNH+j2zEkBqg4NTQJCbT0bXY7Rcx7aOWROCvy3I4hIiEytrAPrMl3O4bEABWnhiYYZIMTW6uAR6P84nRsUOP6IvHiv7/trXtSSo3oEoI4Z3w+yg/qy5ZOiTjJhsQj1nNoymZAM5vr45icOfyS0oRgcbHbUUR2q7x5Oo081d0hSwDKrJ+ssdF5702JPipOcW7NVYP55LoHaOerOsqk0lRf5zWeytcHX0/aLwvx9+nA6n1SaDd2E8GZ89yOJvIXm7ol0dyrYrAzc8otTaZuQNfUSU2oOMUxb7NmXHDR2D+VJgmFdr50nh31GJ8W7ck5GZ/QypfO8+e15uMjBxJYvtLteCJSC8+vPxC7ZIXbMSRGaI5THCvcrxMXZc7//e+ODfLU5rb8fV0/NjklLiaLDz0TU7kpezGtKovpCekLcZo3djeUSDVM0O0E0e2r6XsSLC11O4bECBWnOFba2LPDzTzfL85i7PABzNovjeN/O9vFZPEpAUN5pk6DSvRpOrOIFYEit2NEpTLrp9kE3TlBak7FKY41mV24w4vl+MKuBPMLCBYXs3JlExeTxSc/Fl+x7nMl0cdTXIZfF4FW68Oi5jT7VqfXpeZUnOKYp7CU4mDFP3FJsJwfXhn8+1Vg6bkaGQm1pzYOxrdQaztJFFq9jg8K+7qdIuo4Nsj/fXAGgZX6vpWaU3GKZ2vyeabgQAC+2daY1h//Mfkxa0GAoqDO6YfSW58fgFOwwe0YIn/hbNnKi3P3dTtG1JlW7tDlNX3PSu2oOMUxZ+tWpjwykFnlpeyZmE9Zl+YYnw9fThtWHm13mP8k9TOrvJTOb25yO4ZI9awleXw6jtUs8arO/GUkzvzFbseQGKPlCOJcxluTuLL4ajZ19dHmH8spDeRwbcdvOCp1E5Dgdry4ccvSk7DzlrgdQ2Sn2nyRz5RrLEP0+xJQ8ctOl1EOBLV6k9SORpzinbWkfDyZ1g+NZ8mkdny/x0eckFZEklFpChW/dcj7tAPWX+52FJGdchYu5fwpF7gdIyqUWT/Hf341TJ7rdhSJQSpODUijpW4niE9PbupK2zc03C9RLujQ7H8pFDgN+zZBi/1F9PjscnrcPE+jTVInKk4NyOZeuh451Bb7i3jvnsMJrF3ndhSR3Wr06UyGTbvI7RgRt8kp4bZ1fej45Qgu+dvVdL/8V4KFhW7Hkhil4tSAWN3jM6S2BLdx1Bs30ejdKW5HEamRYGkpLR5IZG75NrejRMzEUofD77yBXw/IpNsF0/B+Nx0b0HprUncqTg1Ij6cL+O/W5m7HiBun555C53/+quF+iSlm4hyOH3+Z2zEi4p6CHtx0w+VkvzxBI0wSMipODYizYBEv/ONEfinVJcn1Nau8lJLH2+j+VhJ7gg6dnrRMK4vfixkcG6Tv5DMZf0pvUj+c5HYciTMqTg1M+v8mccuNl9H1+7+x56SzeLswy+1IMWdWeSkj/nkdKWN0ik5ik5k4i7Nev4Yy63c7Ssj5rUOfiefSZsQ6nFxdtCGhZ6yN7gnDGSbb7m2GuR0jPhmDr2N79nh/Gfe3mOF2mpiwvTRlvzIRovx7R2RXvFlZpI7x8l7nb9yOEjJrAkXsM+4aet64FGfDRrfjSAybZMex1W6sdmawRpwaMmsJLFnGlJsGxvWwfaj8XppenqDSJDHP2bSJLbfmMHprU7ej1FuBU8zRC47m1OtvoPvFM1WaJKw04iRgDBsuHMKNN7/NGY1025A/KwmWc93qA1lw1x4kfT5VpUniinPwAM57ZgznZRS4HaVWNjklvLhlT57+aRjtP7GkfDtbcw4lZHY14qTiJL8LHDKQm55/nSNTy9yOEhXyAkWcOvd87OvNyP5sHs7mLW5HEgmPwXuS9OB6xnT9wu0kO1XgFPPkxsG8OXcvnA1JtPs8SOqERTib9MuehJ6Kk9SMMQQOHsCyC4Ps23kxR2fPZs+k1fRISMJrGsZZ3U1OCWNL2vLvOUfS7OVUkr+aqVupSIPgy2nDb/9sxezDR0XVDcAX+4u4deXxrLu/M2k/zMfZutXtSNIAqDhJrZmkJDypqdj2rcj/V4BpA991O1JYlATL+bSkGXdMP56EWem0nFhG0qxlFXMkovx7QyTUPMnJrLhuALf97R3ObrTBtRx+6/Dkpq489c3hdHm7BM+MXJ2Gk4hScZJ68fbuzsnv/cCIzLVuR6m3pf4ilgcyuDX3RApmNaflpCAZk1YSWLXa7WgiUcPbuzvzrsngrUOfZUiyN2LH9VuHBzf04q3Rw2j72iKcdfkRO7ZIVSpOUm+evj3Ju8swZsDzdExIdzvObpVZP3mBMl7fPJjRs/cmY3wKCSWW7DmFeNdvIbBytVb8FtkVY/D06cHSk7I484TvuSJ7Ck29aSE9hGODTCt3uH3JSSyflEOT2Zasb5eoMInrVJwkJIzPx7YjB9D+9vk83farqJkHsSW4je+2NWNCURc+X96TolUZNB9vyJq9GRavJFjcsO8GL1Jf3saZbNu7K8uHexkyMJfTmk/h4JT1ZHpSar0vxwaZUR7gliUns25sW3I+LyCYu0T3j5OoouIkIeVp1Ii15+3J+ZeP5aLM+SEvUI4NEqD60aDCYDlTy7J5fvUBzJrcmcRNHlpMLSd15kqChUUqSSJhZpKS8GZnUdK3LesGJuAkW7IGrqdR0l+vxl20sBXJq307bEvaDK2/UVmS6KbiJGHhbZLNhuHd2XbSZp7Y8x32Tw7U+eq7vEART2/Yh7dnDSJrfBLpq6svTr4Sh+S5eTgFG/SiKyIiYaHiJOFlDN6eXSnYqwkFewWxKQ779lzEcU1/ZZ/kVbTwppBg/jrB1G8dXtrSjge/OpZOH5bhm5qrESMREXGdipNEnElIxNs0m2CLbAoGZBJINRS1tSR0LgRg28YUmo330fTzxZoIKiIiUWVXxclX3UaR+rL+cgJr1sKatWTPqNjWvJrH6bo2ERGJJQ1jOWgRERGREFBxEhEREakhFScRERGRGlJxEhEREakhFScRERGRGlJxEhEREakhFScRERGRGlJxEhEREakhFScRERGRGlJxEhEREakhFScRERGRGor64mQSE9yOICIiIgLEQHFq0q2INTfsg7dJtttRREREpIGL+uKU7XGYcv3jHPzDcnKfGUzZ0XvhbZzpdiwRERFpgIy11u0MuzSob7Kd/GXb3/++ySnh+c19eWnuUFLHp9NiYiGeOYsJlpS4mFJERETixSQ7jq12o6nufTFXnKpybJAVgRIezD+U7z4bQKdXVhJYkQdR/jmJiIhI9NpVcarXqTpjzDJjzGxjzAxjzNTKbdnGmK+NMQsr/59V5fG3GmMWGWMWGGOOqM+xAbzGQ8eEdJ5uM5E5F4/i4m++Y/k7e7D53KF4s7J2vwMRERGRWgjFHKeDrbX9rLWDKv9+CzDOWtsVGFf5d4wxvYAzgN7AkcDTxhhvCI4PVJSoE9KKmL/fa/z4nyfoPW4zm88bCqbawigiIiJSa+GYHH488Grl268CJ1TZ/ra1tsxauxRYBAwOw/FJMgk82PJX3vzXgyx8YjC+tjnhOIyIiIg0MPUtThb4yhgzzRgzsnJbC2vtGoDK/zev3N4GWFnlY/Mqt/2FMWakMWaqMWbq+g1OncN1Tkhn4UnPcOrXk8l9YS9W37gP/sMH4evUoc77FBERkYbLV8+P39dau9oY0xz42hgzfxePre6cWbWzuK21zwPPQ8Xk8PoE9BoPf8vI52/DX4DhFVfljS/L5u8vXEi7lxbgFGyoz+5FRESkAanXiJO1dnXl//OBD6k49bbOGNMKoPL/+ZUPzwOqXh6XA6yuz/HrIsubyvDUUn69+kk87yXia1/9FXsiIiIif1bn4mSMSTPGNNr+NnA4MAcYA5xf+bDzgY8r3x4DnGGMSTLGdAS6ApPrevz6SjBePu32OQmjy/F26ehWDBEREYkh9RlxagH8bIyZSUUB+sxa+wXwH+AwY8xC4LDKv2OtnQu8C/wGfAFcYa2t+wSmEPmo65cMHzOVTecPBU/ILvITERGROBTTC2CG0opAEcOfvJmcp2ZoFXIREZEGLGwLYMaTdr50fr7mYRa+2A1fh3ZuxxEREZEopOJURaYnhUUH/ZesN7fibdbM7TgiIiISZVScqvFK+3EsG9nV7RgiIiISZVScqpFgvDxywUt4e6o8iYiIyB9UnHbiyNQy5l3fGOOr7xqhIiIiEi9UnHbhm8MfJbB/H7djiIiISJRQcdqFzgnprLmyTOs7iYiICKDitFsv9R+Nt0dnt2OIiIhIFFBx2o0hyV6WnNHE7RgiIiISBVScaqDT/svBVLuAqIiIiDQgKk410DZtEyYx0e0YIiIi4jIVpxo4OHM+nsaZbscQERERl6k41UDrhE2YhAS3Y4iIiIjLVJxqIBFHc5xERERExakmPCYIPq3lJCIi0tCpONXAHgmWwr4t3I4hIiIiLlNxqoFUTyLr++iedSIiIg2dilMN9Tx0oW74KyIi0sCpONVQTupmMHq6REREGjI1gRpaW5oBNuh2DBEREXGRilMNTZndGRsIuB1DREREXKTiVENJ67UcgYiISEOn4lQDKwJFtPtym9sxRERExGUqTjVw/fIT8P6a63YMERERcZmK0274rcPC97sRLClxO4qIiIi4TMVpN8YUZ5Hz3nK3Y4iIiEgUUHHajVunn0Bg1Wq3Y4iIiEgUUHHahXnlJeS8mADWuh1FREREooCK006UWT8nv3gjCeOmux1FREREooSK0070HHcJ7R+dqdEmERER+Z2KUzXOWXYQPf+xnmBxsdtRREREJIqoOP3JOcsOYtM5jQksX+l2FBEREYkyKk5VXLtmEBvPyyKwZJnbUURERCQK+dwOEGmODeI1f+2L5yw7iA2XtiS4aL4LqURERCQWNKgRp6c2t6XPU1fS+d1LyfVXzF/Kd4rp9uN5bDqnMcFZKk0iIiKycw1mxKkkWM5r/x5OzuvjwRguHncdeQd7aPNjkE6fzyRQVuZ2RBEREYlyDaY4vVfUmibfLCUAYC3Jn0ymyycV79OCAyIiIlITDeJUXZn1c/fYUwisy3c7ioiIiMSwuC9OZdZP/wkX0O3OuVrMUkREROolLk7VOTbI4sA2crwJpHoSKXCKGVvcnqeXHET5J83o8O4CnMJCt2OKiIhIjIvp4uTYIDesHcx3owfT+ruNFHbNxJ/qIW1NOcmzV5KZvxjsIhy3g4qIiEhciLniVBQsZYHfwy1LTmbd2LbkjF5Iy/XjCQJps/54nMqSSAR4vPja5xBokUkgNYGkvM04C5fotLiIxK2oL05bgoaPitN5Pu8AFk1qT6tfHNIWbcK7cCmtAitVkEQiwJOaiqdFMwLLVvxeijxpaeTeuyfPHPMS/ZI24wEW+FM4/4PL6fT+NhKWrSOwZq27wUVEQszYKP/NMDOhuR2afQrOho0QVE0SiRhj8CQlEdirJ9xVwD86fsJNd11G49ET8DbJxnk3lQ+7f0CqJ/EvH5oXKOKHbe154NnTaf3MdIKlpS58AiIidTPJjmOr3Wiqe1/UF6cMk233NsPcjiHSYJikJPKuHUi7I5fRKX0DNzQfR8eEdAC+KEni6iln0K9tHv/t8Hm1pamqLcFtHPjADbR4coJO34lIzFBxEpEa8bXN4bf/a8Xso54k3ZMckn3OLd/GtedejuenX0OyPxGRcNtVcYr7dZxEZPc8qakUXDKUA8YuYOnwF0JWmgC6JSSyrfmuR6ZERGJF1E8OF5Hw8nVsT8nz8E2Ph8nypoZ8/wnGy/r+HtLeD/muRUQiTiNOIg2USUqiYORQBn+0kO96fxyW0gSQ6y+m5URd2CEi8UEjTiINiPH5CO7Vm1UHp9H76AW83v4hmnrTwnY8v3U49rUb6TB2ctiOISISSSpOIg1IcK/e3PHGq+ybFMRrPED4ShNAXmAbHcYUaSkREYkbKk4iDYSnXy+GPDuFA5IhUmfpc3wpLDojjZwWgynL8OArs2R8t7BiXTYRkRik5QhEGgBfh3bYVwKM7T7WleMXBUtJMYkEcDh90TH4z0+qWIVcRCQKaTkCkQbM26I5+aOSXStNAOmeZLzGQ5JJ4KOuX7L5WR+e5NAteSAiEikqTiJxzNusGf43k5jY/223o+zg496vUTi8r9sxRERqTcVJJE6Z/r1p+1kRX/T4uHIiePRo6k1j1RFBt2OIiNRadL2aikiteBtnUn7kXvhy2uywvfiUvRn22kSey5kQdaVpu/49lmEStKK4iMSWOl9VZ4zpDrxTZVMn4P+AxsDFwPrK7bdZa8dWfsytwAjAAa621n5Z1+OLNHSeRo0oeiebT3o/wTuFnXn0rRNo90Uh+YMa8eJNjzEwKbpLSUkgEaxGnUQktoTkqjpjjBdYBewNXAAUWWsf+tNjegFvAYOB1sA3QDdr7S4XeNFVdSLV23zeUD67948FLB0bZEWghNa+JJJMgsvpdq/jFxfR7cKpbscQEfmLSFxVNwxYbK1dvovHHA+8ba0ts9YuBRZRUaJEpLaG9OGCW8bssOq313jomJAeE6WpzPppNDe6R8RERKoTquJ0BhWjSdtdaYyZZYx52RiTVbmtDbCyymPyKrf9hTFmpDFmqjFmqp+yEEUUiQ+e5GS4dyOXNl7ldpQ6OzH3eHJemON2DBGRWqt3cTLGJALHAf+r3PQM0BnoB6wBHt7+0Go+vNrzhNba5621g6y1gxJIqm9Ekbiy4Yz+vNHtnd0/MEo9tqkDXJKCs3Wr21FERGotFLdcOQqYbq1dB7D9/wDGmBeATyv/mge0rfJxOcDqEBxfJP55vHi7dmTpGc155fwnw3pj3nB74rsj6Jo7ye0YIiJ1EoridCZVTtMZY1pZa9dU/vVEYPt4/BjgTWPMI1RMDu8K6JbpIrvhzcpi/t3deHn4CxyUEgS8bkeqF19hdC6PICJSE/UqTsaYVOAw4JIqmx8wxvSj4jTcsu3vs9bONca8C/wGBIArdndFnUhD50lOZt5Dnck98mkSTGwXpu0GHziPDY0aESwsdDuKiEit6Sa/ItFsSB9eevdpcnzpbicJmTLrZ+i0c0h8J4vsz+bhbN7idiQRkR3oJr8iMcozaxEXLTrd7RghlWQSmD7oHb69/wmWXtPb7TgiIrWi4iQSjUzFLzrBkhJyV7R0OUx4pHoSKe+yze0YIiK1EorJ4SISAp7kZJwB3Vl+VCqmexFlG1MwZR6e3u8Vt6OFRV6giJx3on+xThGRqlScRKKAt2snyp4J8Eq3p2gXR/OZdqYkWM6w126i4xdTql/MTUQkSqk4ibjM27UTrV7L56V2PwPxX5oA7lk/iM73z8UJBNyOIiJSK5rjJOIi0783LV5bX1maGo53vttHK4eLSEzSiJOIS7zdu3DCm98xMrNhLaBfFCwl59ug2zFEROpEI04iLpl/a2aDK00AP5dmkv5rntsxRETqRMVJxAXerp34zz7vuR3DFU+vOpjAmnW7f6CISBRScRKJMF/7tnhe2MZp6Q1zxew5s9pDUHdbEpHYpDlOIhHkbdYM+1+Hz7p97nYUV+T6i+n8XrnbMX5nfDu+BFrHgSi/DZWIuEvFSSRCjM/H/Ds7saDb00B83LC3ts6bez6ZP81yOwZm0B4sGJHKQf3nkeb9o8j9uKorxcsyafWzJeOHJTjr17uYUkSikYqTSIR4GjXiX4e9R4JpmKXJbx3KPm0OwUURP7ZJSMSTkY5plM6qY3O46cp3OLvRhr8+sM0kGAxFp5Ty+tbOPP728XR8bI6WThCR36k4iUhEFDjbaDF5a8RXCvd278Kye5P5V58xNPYWs19yKUlm17d6Sfckc2njVVxwyeP8/fihfDlmHzo+MQ9n06YIpRaRaKXiJCIRsSSQimdLCZGcFm737UfPJ2YxttX0Kltrfn+8JJPAY62m4h85ibMPO5yiEV1wFkR+xExEooeuqhOJENumBb0TG966Tdu9mH8gwRWrInY8k5SE7558Ht6hNNVNgvHybqdx7Pn2IsqG7xWCdCISq1ScRCIk76hs9kys+WhHvGmTvBljTMSO523ejCvafhvSfd7fYgb/eOJlik/eGzwNc66aSEOn4iQSAd5mzdj/tOl4TcP9lnt33gCCpaUROZavY3sWPpjN4SnFId/3sBSHFx5+lBV37P2X5QxEJP413FdxkQgxCYnMv6MzT7Ye73YUVyXMSovIcTyNGmFf9pN7wOiwXcHYMzGVby96gM2nDwrL/kUkeqk4iYSZp0t7Pjr+sQY92lQSLCdrYQSmhRvDqpF78m7XD8J+qFa+dO795wuUnLh32I8lItGj4b6Si0TIxgFN6JnQcOc2AaR6Ein72ya8GRnhO4gxrLtyKB9e/QDpnuTwHaeKYSkOdz30osqTSAOi4iQSZr4yy5ZgZOb2RLOf+7/B8iv2CNv+S04czPs3PkDnhPSwHaM6v5enk/aGCE5+FxF3qDiJhFn6JzM46Kmb8NuGfWPbJJNAs4NXh+VqNG+Xjpx9z6cRL03bDUtxePaRx1j8wBC8zZq5kkFik/H58DbJxtuzK57UVExCotuRZDdUnETCzJaV0e79tfxaHnQ7iuvWbWkEwdAXyIUjW3Jp48itEVWd3okpLDjrKdp8WkL5kXtp9EmqZRISCe7fn40XDGXhqL1xvmzFcT8t4D+fv8a+EzfS+Pt0Fj02hPIj98IkJbkdV6qha2lFIqC8TWPaesuozarV8Waxv4hmb6SEfL++Du34zwlvhHy/deE1Hl5o+wtzn/2G4/93Pd0eWKQbBQtQMbJUfNxAMq9ewVMdn6xmdDSZPk3nQ9P50PFb8k8u5shfL6TVNaUEli53JbNUTyNOIhGQOH0R/7fmCLdjuOqE6SNJGTMt5Ptdd2gbjkmr5oa9Lto++hR8J5HAsIEafWrgfG1as+S13ox+9GE+7fZ5jU4pN/emMX3QOxz26UwKLhmKr0M7fR1FCRUnkQhwCguZti7H7Riu8VuH5E8yw3Karujwot3etNcNXuPhix6f8cRLozT3qYHypKay4aKhHPDFQuYd8Aod6zAH79qsZYz/vye4/JuvyH15AN6eXcOQVGpDxUkkAopOGcwLe77mdoyI+X6bh7OWHsyY4lQe2diJnj+MoNmY3JAfx9u0CVf0/jHk+w2l3okpzDtrFInveWBIH7fjSAQYn4/gfv0o/rAFX9/5MH9vsrBe67glmQSGp5ay9IiXOO3DHypu+SOu0RwnkQhYfWiQgUkN42qZS/KGsvKCdgRzl/Js433BX07nzTMIxzWF64/txojMz4Hofm4TjJePun7JuDe8XPXfS+jwfgHO/MVhGYET93hbNKfgqM5knpvHE52fpmdiKpAa0mP8LSOfDg+8wB1cTNr7k0K6b6kZjTiJRED7j+CxTR1Y6i+K62UJ8gJF/HZfH5y5C7D+cpz163E2bwnb8Qr285Pqie7SVNWwFIfZl47irs/eYPnbvSg7ai88qaH9wSqRZXw+AocMJPfZwRz+bS4/3fsEX/f8pLI0hcdBKUHueeAFjTy5xFhr3c6wSxkm2+5thrkdQ6TevC2aY1tkkz80i/tuepHDU/1uRwqpNYEiDn3mZnLunxSRkRRvVhZH/byEq7Ji94qjAqeYS5cdz9rHOpP2wWSI8tdj+YPx+fAf0Jf8q7bx0YDnXVlD7PttHu6+YgSJX0yJ+LHj3SQ7jq12Y7Wz8VWcRCLN42X9R12YPugdt5OEjN86dBtzGd2umBax00++ju35x7gPGJIcnhv5RtLc8m2c/6/rafLKZJ2+iwHe3t1Z/k8fYwY959qiq9vdsGYA80/OIbBshas54s2uipNO1YlEmDc9jWPbz3E7Rsj4rUPvny6g560LIvpDv2iPFvRJjI+S0TsxhXf+70EWPjkIX8f2bseRnfC2aM7qG/fhvA++Yu7QN1wvTQAPtJxK7uVt3I7RoKg4iURYyb7duSp7stsxQuKX0iA93r2CLpcuD+tcpurkD/DF1Pym3emckM7CE57h/C+/Z/WN++BJS3M7klQyPh+Fpw+hy2ebmH7dk5zRaJPbkX7nNR4ePPE1vF06uh2lwVBxEomw5ccbmnpj/4eiY4Nc/NKVdLl+UsRLE0B5VvzdwsZrPJyWvoVJ1z7G1vdb4O3exe1IDZ6vUwcWvrInHz30ME+0nkKCib5Tw8embiXvuFZux2gwVJxEIqzJNC9lNvYnhnuNp+IVxKV5kt7S+F1FOdWTyC99PuC4Dyew8YKhYbkxsuxe4RlDOOyTGeQe8hLNo/iXHa/xsPfpM3WFZoSoOIlEWPN35nJi7vFuxwiJkWeMxZuV5cqxc74pJ98pduXYkXJp41WMuftBlv1zMN7GmW7HaTBMUhIr79iHJ+97gmuzltVr8cpIubbFN5i2rd2O0SBE/1eDSJxxtm6FkckMmHo6jg3P6Sa/dVjsLyLfKWZWeSl/X9ePS/KGcvf6XiEpG2XWz9zybbyxdDC2vDwEiWsvZcE65vujdxQgVFr50plzwSgWP9de5SkCTFISi+4ZwIRLH46pRWs7+rxs6dvU7RgNglYOF3GBs3AJze/sTe6HpSFfKG9ymZ/L/nM1zSduxp+dQuLKTdjV67Dl5axIacLXh1/P/93/cp3XkfqoOJ37/nUuTSbm03TFCoKlpSHNX1PFe7ZiQGIpkOzK8SMpwXiZs98r7PHcBXS+JPIT8RuK7aVp2pmPkOlJcTtOraR6EinNMrh/nV/804iTiFt+W8Tdq44J6S4dG+SMHy6l6QuTCc6ch/e76TiLlhIsKcEGAgQLC0l7fxJXvXVRnUe7bp91PI1fm4iTu9i10gQQTDRReXPfcNlennKf7ohJSnI7TvwxhiV3xWZp2m7jXrE/dzIWqDiJuMSWlTHpt844NojfOswoK6MoWPciUmb9dB13ET1vydvtekpdXlrFa4Ut63Sc4zvNxpOu32vdkGC8TNn/aVZdM9DtKHFny9l782EMlyaAk/pPx5Mc/yOwblNxEnFRr/vW0+O1K9j/71dw2zHncfgN1/Lfrc1rvZ8VgSJ6fHIF3a9YSGDtut0+PrBsBa/cdAI3rBnAYn8RBZVzobbPf1rsL+KcZQfR6X+X0vOXc/mxSp8bkT0e261drTNKaGR5U3nykmexQ/u6HSVumIG9uf7/3qJ3YuyWJoDzm4zHdNYCquGmOU4iLgosWUanW5YB4ACN5sJ9e5zMaRc8vtPFHXP9xcwua8Xk4k78b/YAbKmXNl956PbBVIK1WLk7+ZPJzJvQhCtzRlLaIpXUhQWUdmxCUetEGi8owjNrIV1LJ4Ix3HbSJbz96MPk+NKZW94cb/4WAiH4/Otja1sfHuJ3SYJdOSglyH33bMBzQiOChYVux4lp3hbN6fTsIk5Lj/15Y229QcpapuOb63aS+KbiJBJlOt03kz0aX8W/D3+XvZJXku3xsNoxfF3ck2ffP4oOYwrxrt1EcOMmupZMr9exnIINULCBRCAA+JYso3Hl+36fAWUtjT6fzZ03HcnzbX/k+o/Po/PKifU6bih4y6P7PpvhNqbHhwy46hpy7pugmwPXw8LrO/NJ66eIhxMwWd5U1vdNotU4t5PENxUnkSgTLCmh6zVTGd1sL/6bczROSgK+wjJYkkf7oolYayM+2hMsKWHVZb3pf/CVdH9zseujTQCNVgbYZstJNw1zTkeSSeCpEc/y7+/OxUyY6XacmGT37cdLpz4TE+s01VjDHISNKBUnkWgUdHDW5cO6fDxUGf1xkf11Lq1+JSpKE0DqtOW8V9SOv2Xkux3FNQelBLnoSg+dJ7idJPZ4MzLgnnwOaJi9W+ohjmq2iDQkzrp8nsg92O0Yrhu195t4u3ZyO0bMWXbNHnzY7WO3Y4RUSbCctNXR8GtWfFNxEpGYZb9ogt/WfEJ8PDo4pYhNe9X+SsyGzO7bj2cveDru1gHbEiwnc2GR2zHinoqTiMSsVl+t4bOShn0bkiSTwIY9NbGlpjzJyay/uTQuT9F9UtwNz9LVbseIeypOIhKznEVL+c/d55Drj++b/e5OywFr3Y4QMzae1p/vB77idoyweHTOMJyNm9yOEfdUnEQkpmW+OYUjP7ne7RiuSk8sA6NRp93xNmtGnytmxfTq4Dvj2CCp36RraYoIUHESkdgWdOjyVhkrAg13bseINj/jbdrU7RhRr+DoLozK+d7tGGExozxAi583uh2jQVBxEpGY5/01l6c27Od2DNc09hZjvHo53yVjKDymKO4mhG937rQLceYtcjtGg6DvNBGJecGSEt77bojbMVzjWL2U7463Rxce7/+22zHCYpNTQtY7abu9ubeEhr7bRCQudH5vW4M9XfdbWRtsWbnbMaLa/MuyOTzV73aMsDh38clkfKLV4yNFxUlE4oJ3xkIeym+YC2J+W9ADZ8tWt2NELW+L5tx86KduxwiLMutn1XsdCZaWuh2lwVBxEpG4ENy2jekFbd2O4YrC8iSdptmF/GM7MyJzhdsxwuLBDXvS6p2FbsdoUFScRCQ+WEv52y3YEtzmdpKIWz25tdsRotrmQ7aRYLxuxwiLN/93CM769W7HaFB2W5yMMS8bY/KNMXOqbMs2xnxtjFlY+f+sKu+71RizyBizwBhzRJXtA40xsyvf94QxWnREREKrydu/st+UEW7HiKil/iLaf1bidoyo5W3ahOv6jXM7RlisCRSR863+7SOtJiNO/wWO/NO2W4Bx1tquwLjKv2OM6QWcAfSu/Jinjfm95j8DjAS6Vv758z5FROolWFpKu+uK+HdBd7ejRMyw76/GM3mu2zGiVvme7Tm90Xy3Y4TF2OIu+H5b7naMBme3xcla+yPw51W1jgderXz7VeCEKtvfttaWWWuXAouAwcaYVkCGtXaCtdYCo6t8jIhIyASWreDba/bl7cKs3T84xl25am963lmADQTcjhK11gxNpqk3ze0YYVESTNK/vQvqOsephbV2DUDl/7ffmrsNsLLK4/Iqt7WpfPvP26tljBlpjJlqjJnqp6yOEUWkofJ+N52HHjwjrpcneL8og99u3YPAsvic9BwSxpC6T4HbKSTOhHpyeHXzluwutlfLWvu8tXaQtXZQAkkhCyciDUeTlydz4swL3Y4RFisCRTz8f2eR8M00t6NENV9OG27vPtbtGBJn6lqc1lWefqPy//mV2/OAqtcD5wCrK7fnVLNdRCQ8gg6ZT2aQ7xS7nSSk8gJFDH/yZhq9O8XtKFFvW/cWHJqiEScJrboWpzHA+ZVvnw98XGX7GcaYJGNMRyomgU+uPJ1XaIwZUnk13XlVPkZEJCySfpzDvj9dgd/GxxpHbxdmcfIdN9H64Ulat6kG1u6dRLon2e0YYfP+qv7YbQ1v+Q231WQ5greACUB3Y0yeMWYE8B/gMGPMQuCwyr9jrZ0LvAv8BnwBXGHt769YlwEvUjFhfDHweYg/FxGRHQRLS+l69UouXXmg21HqpShYyl7TT+PV046k8egJKk01lDY0vkeb1k5orcnhLvDt7gHW2jN38q5hO3n8vcC91WyfCuxRq3QiIvXkFGxgyZ2DmPXcN/RJjK3RB8cGeXJzJ15/7CiavTGTYInW7KmN7JT4fb4W+4to/3n8XvwQzbRyuIjEvcSvpjHi7ut4aUtLt6PUiGODjN7alF4vX8HXR+9JkxcmqDTJDu5efTSeGblux2iQdjviJCIS86wl+5UJvD9+P158zDKh7/tuJ/qLXH8xL23cl/fn9SNtUio5H+fRYdkEdCJG/mxNoIjcUb3ILJ3odpQGScVJRBoMZ8Eism7oxk2v9+fBlr+6HQeAr0oSuPTzC+k2ugQzdzGdS2YAqDCFQO7C1tDT7RSh5dggR0y/mNbvTt/5mj4SVjpVJyINivNbLnPP6Uq3H89jYql7k6yX+ovoOGYkjx13Il2vmoSdMlun40IsY54PxwbdjhFSV63eh7ZXbMH6y92O0mCpOIlIg+P8lkvHs+Zy9wlnc97yAyJ+/F9Kg5x16410v3I6zm+apxIubb4uYGIc3Xzi+20eFt7Yk8AqLYPoJhUnEWmYgg7BWfMpOLdJRMvT39f14x8jLybjzYm6lDzMnHkLOefrS9yOERKL/UVc9/CleH6c4XaUBk/FSUQaNGfRUjaclUXHMSN5vyiDMusPz3FskJvW9mfWuT10q5RIsZZe96/nhjUD3E5SL7n+Yk65/2aaPzMBrGY2uU3FSUQavMDS5XS7bAovH7I/B9x6Nd1/Oo83CpuwyQnNnKO55dvo8tXF/HZSW4Jz5odkn1IzgSXLmH77QMYUp7odpU7ynWJOf+AmlaYoYmyU/0NkmGy7t6l2rU0RkfAwBm/TppTs1YHlxxou338cV2fNJ8kk1HgXZdbPp8VN+PuUk+n0tMVMmK0Vv900pA9NHl7Jqx2+IcF43U5TI44N0mXsJXS/fKYmg0fYJDuOrXajqe59Kk4iIrvhbdqElX/rzr8uGc0JabterXlFoIjzF5xNyejWNP12OYHVazRSECW8zZqRd15XTjv/W67NnhH197G7Yc0A5h/TnMCatW5HaXBUnEREQsDbtROLRrSg9YA17NV0OZ8v60Uw+MdrayC3ER0+24Zn6jxsWRxdzhVnvE2bUHhAF/KODJKSvY3kRD+Xdv2JE9IX0tyb5nY8oGIy+AVXX0/Kx5PdjtIgqTiJiISSx4snOUnrLsULY/BmZ+Hv1Z68YSkMOXI2j7T5kiyvO/Oi/Nah+weX0/WaqTq96xIVJxERkRrypKay5dg+DLjxVx5tPT7ic6IuyRtK3nEZBNaui+hx5Q+7Kk66qk5ERKSKYEkJjd6ZyJJjMunx3UX4beRGfRb7i1j8954qTVFMxUlERKQazrp8ul+znBErDo7YMY+dcim+n2ZF7HhSeypOIiIiO+Fs2Mjye3uwJrDrqylDYVpZOW2eTNCK8lFOxUlERGQXUr+dw/+tOSKsx9gS3MbZr12D54dfw3ocqT8VJxERkV0IlpTw4zd9wrb/omApA9+6ng73Tg/bMSR0VJxERER2o/3YbawIw+m6LcFt9HvrOrrcMV1rf8UIFScREZHd8E6bz8hFp4d0n1uC2xj41vUqTTFGxUlERGQ3gqWlFI/KCdmok0pT7FJxEhERqYHUj6Zy4OfX4dhgvfYzraycg+9VaYpVKk4iIiI1EXTodc8aRq48oM67eL8ogyv+cTXNnpmg0hSjVJxERERqKLAyjzXnteDilfvW6uM2OSX0n3IGL55yNJmvTwxTOokEFScREZFacHIXs+qcFvT4+VzyneJdPrbM+rlzfW8O+c+NtDx9GcFZ8yOUUsJFN/kVERGpA5OURPHR/Vhzahl3D/yEAUkrae0zLA8YNjqp/N+i4yn8pBWt3l6AU7DB7bhSC7u6ya+Kk4iISH0Yg7d5M8jOpLhzFmnz12P8AQIrV0MwcjcIltDZVXHyRTqMiIhIXLEWZ10+rMsneR6oKsU3zXESERERqSEVJxEREZEaUnESERERqSEVJxEREZEaUnESERERqSEVJxEREZEaUnESERERqSEVJxEREZEaUnESERERqSEVJxEREZEaivpbrni7+1h41d54t3loOsOSNXkdzpIVuv+PiIiIRFzUF6fOSVuZfPJzAPjPdvilNIGLJ51HzugEEr+argIlIiIiERNTp+oSjJeDUoIsPOi/jHr2CXJf6odnjx4YX9T3PxEREYkDMds4eiemsOjwF5hxUIDbl57IsgntyFgEvjJL1q8bCC5ajvWXux1TRERE4kjMFicAr/EwMCmRL3p8Bj0qtvmtwzy/n0vmnU2jexphxs8Ea90NKiIiInEhpotTdRKMlz6JXib0fZ+Jrzmc9eNI2ozxkf7lHILFxW7HExERkRgWU3OcamtIspclh7/Ep088xpKXO+Pr2N7tSCIiIhLD4ro4bZfpSWHB/qNZ+O/GmIREt+OISAzxderA1rOG4O3W2e0oIhIFGkRx2u7n/Z5m9VWDwBi3o4hIDPD07cmpY8fz44NPcfLHvxAYNtDtSCLisgZVnJp70xh91aOw955uRxGRaOXx4m3ahPIjBtH5xSX8LSOfBONlROZabnrudZbdMxRvk+wdPyQ5GU9amkuBRSSSGlRxAuiXlETaA2vwtW/rdhQRiTK+nDYsfbM3I8ZP4Z0XH2dUm0k7vP/I1DJmXfAE2Z8E2XjhUBjSh/wr9yHlq0b0+nEb5Ufu5VJyEYkUY6P8Uv1BfZPt5C9DX3KOyT2K4KkBnPXrQ75vEYkdJiERk5hA6f692Pc/E7m72Uy8Zve/U5ZZP4XBcjI9ySQYLwCDfz2VrGOXQNCpWJjXeLCOozsciMSYSXYcW+3Gauf1NLgRp+0+7Popa0/p4nYMEXHRpr8Npe3PCQwZv4nXnn+Ue5rPrlFpAkgyCTT1pv1emgBe6T2a9ZcMpuSkvdk8pgO9JwZY/1EXSo8dHK5PQUQiLO7WcaqpBOOl5OAieMbtJCLiBk9aGkOunMoTradUbkmv9z57J6Yw6Y5RlFk/6Z7kio2tpjN5Tz9/63MNbf89QQvyisS4BjviBOBfrcmcIg2RJzmZLcfuyc3Nvwv5vhOM94/SVGlwUgJnnf4tnpSUkB9PRCIr6ovT2kASRcHSsOw7uW1hWPYrItHJ+HwUn7w3Lb9P4N0HHiLHV/9RpprKL28EwWDEjici4RH1xalwQSInLjg1LPvOabylYgKniDQIK28azJuPPswr7X6KaGkCuLn5d+T+px9m0B4RPa6IhFbUFyfrOKwrDM8L3L86fYjpoQniIg2Bt0VzLj3nM9pFsDD9WAp7TDybI+cPp8QaFp/2LGX3FWoRXpEYFvXFyd85mff6vxiWfQ9OSmDBJZlh2beIRBGPl3n3tOfSxksidshNTgm33nIpbU7+DQ5fxxVnX0Gnry9k9cZMTRAXiWG7LU7GmJeNMfnGmDlVtj1ojJlvjJlljPnQGNO4cnsHY8w2Y8yMyj/PVvmYgcaY2caYRcaYJ4yp2a9cvdM20i0hfJO4+/VdotN1InHO2ySbO/f/eIelA8LtxS17kvn1ArAWGwjg+XkG3S/5jS5/3xyxDCISejUZcfovcOSftn0N7GGt7QPkArdWed9ia22/yj+XVtn+DDAS6Fr558/7dMWI1j/h+dPtE0QkPniSk/F1aMeyS7pySvqKiB77s9V7Eizc8QKUYGkpgWWRzSEiobXb4mSt/RHY+KdtX1lrA5V/nQjk7GofxphWQIa1doKtWKp8NHBCnRKHWLLxU8PBLxGJId6MDPLe6sT14z7j18se/8sSAeF2V+cxeDro1k4i8SYUc5wuBD6v8veOxphfjTE/GGP2r9zWBsir8pi8ym3VMsaMNMZMNcZMXb8hvLcqaO0txGnVNKzHEJHIKzixN1MHv8qwFIckkxDx4++b7GftYS0jflwRCa96FSdjzO1AAHijctMaoJ21tj9wPfCmMSYDqG5IZ6ezI621z1trB1lrBzVrEt45CZ0SEtiWo4UwReKJJy2NlhcudaUwbZdgvFx69ccsenQI244frCvpROJEnYuTMeZ84Bjg7MrTb1hry6y1GyrfngYsBrpRMcJU9XReDrC6rscWEdmV1SP78nbnMW7HYGTmahaf/izPPf4YZUcOcjuOiIRAnS4nM8YcCfwdONBaW1JlezNgo7XWMcZ0omIS+BJr7UZjTKExZggwCTgPeLL+8etvS7CchKLA7h8oIrHB4yVxWAGpnkS3k/yuZ2IqOf9YyOxu+7CtlcVpU0qjySm0GKV714nEmt0WJ2PMW8BBQFNjTB5wJxVX0SUBX1dOrJ5YeQXdAcA/jTEBwAEutdZun1h+GRVX6KVQMSeq6ryoWvFbh31+PZPNvzXh2mM+5YrGK+u6K2aXZ5A0fzWqTiLxwZOSzNkdJ7sd4y9e7/A9zs3f4jUVA/2T9/Nz11dn4ixY5HIyEamN3RYna+2Z1Wx+aSePfR94fyfvmwrU+l4D+U4io7c25ci05XiATE8ybxW2oPnFW8lek8vTm4/liiufru1uf/fuhsEEN22u88eLSHQxHXLYP/U7IHpGnLbbXpoAfijuAZu3uphGROoi6ld+3DIvkbf3788bnY/Gegz5A9PY1tLScf0UAMqa1O+mmblbmpNYujwUUUUkCqw8qgn9EqP+pY3nvjyMzusmuh1DRGop6l9dbDCIs349rF+PAVqMr7jD+drLB7O1u8PbRz8J1P3KmVVTW9MRFSeReGB8PloftWKHkZ1olO8U036s3+0YIlIHUV+cquNJTeWYC3/inuazqU9p2uSU0Pab8tAFExFXedu04voOY92OsVuzyzNIXpSvuZUiMSi6fy2rhklIZOHtvbml6ZR67+vrba1ImqXbH4jEi/UH5bBfcqnbMXaqzPrJd4q56OsRBFbk7f4DRCTqRP+IkzEYnw8bCOBr1ZJ5t7fn1xMeId2TUu9dv75mKMHNG3f/QBGJCZu74+qilzvjtw6H/3YSRW+2psmcInouWoijZQhEYlLUF6e0nkGcUa1Ysrop1w74ljGNx+I19S9NZdbPivc60cK/NgQpRcR1xpDdb73bKap10OxTyTh1PYmFy7FUrNUiIrEp6otTG982vu75CfTcviU0Zxef2dyVNh+t0BwDkTjha9mCazuPczvGXzg2SMknLUkvXOJ2FBEJgZib4xQKjg3y0itHE1ipOQYi8aJwcDuOS1vndoy/8BoPm/v5da86kTjRIIvTjPIAbT/f4HYMEQmhwrY+kkx0DqJ/e/ijrL16KMYXnflEpOYaZHE6c+LFOPN0mwORuGEMhfuURO36TR0T0vng+gdYedNgt6OISD01uF9/5pZvo8MoA0FNzxSJF8br5ciu89yOsVN3r+/FJ08cSIexSzSvUiTGNbjidOKES+k4YbbbMUSkgZhVXsr4iwfSZPIElSaROBCd49ph8mMpdHgCjTaJxBlvyxYc2niu2zGqtbC8Ob6V0blMgojUXoMpTo4NMuJ/l2EmzHQ7ioiEmjEkmOgczzkiNZ/N+7V3O4aIhEiDKU73behFt+fWuB1DRMIgkLeK2+ac6HaMaqV7kjn0jp/x9uzqdhQRCYEGUZxmlJXx9W0HEFiyzO0oIhIO1lK4OdXtFDvVJ2UlZa0z3I4hIiEQ95PD55ZvY+Rd15P12US3o4hImBifj36dou+G3ZPL/Jz9ztV0eXMTvlnT3I4jIiEQ1yNOfutw/HvXkTV6IuiGmiJxywYC/PZddJ0K81uH81+9hk63TCA4a77bcUQkROK6OD2/pQPdH12h0iTSAGTND+LYoNsxfpfrL6fDBxvdjiEiIRa3xakoWMqLTx9LYNVqt6OISASsG2qjauXwjj4vW3o1djuGiIRY9LzKhNjJC06h5ata6FKkITA+H0MG5rodYwepnkQ29tKNfUXiTdwVp5JgOV2+uwDfCA/BwkK344hIBHgaNWJQ5nK3Y/xFowG6mbhIvImrq+pKguX0HnsFPa6dS6CkxO04IhIhJrMRfVOirzgZo/mVIvEmbopT1dIUVGmSP/EkJ2Myq1lHp9yPs2lT5ANJ6Hi8rB6ew9CkbUCi22l2sHl2U7JY6HYMEQmhuChOi/1FHPfszfR4fEatS5MnLQ3j9QLgFBbqCrw44UlNJTCwO6sOSiF9yHr6N8vj5Ozv/vK4BWWteW7BfiR/nkGLr1cRWBZ9awHJznmzslh0cw8+P+sBUj3pbsfZQVGwlFa/6L6YIvHG2CgvCoP6JtvJX7bd6ftz/cWcfv9NNH9mQo1Kj7dbZ5af3AIGbcHjsZzeeTo5iRspDSbw+NxDyPgknSYT87ErVmEDAWwgOu9/JX/lSU4msFdPlg1P5ohh07m5xTja+Wr2w9RvHT4szuaOD86i63OrCSyNvtM+siNPWhqr3mjHlL1Gk2QS3I7zF7et68PMo1sTWLPW7SgiUkuT7Di22o3VXt0R08WpJFjO3o9dS+uHd1+aTFIS60YM5O7r/stxaTsflSqzfmaWw1eFezJxY0cWTOpA9lzImleEZ8U6nHX59fp8JPQ8yckUDu9L2uWreKnr2+TUsCxVx7FBntzciXfuPZKMtyZpBDKKrbhzH6Zc/AjpnmS3o/zF5DI/N111BcmfTnY7iojUQVwWpwKnmL3GXkuP63Y/p8nXvi0L/5PN+P2epqk3rU45lvqL+LakC/d+dQLdXi/GTp2jH6pRwAzsTeG92/i492t1/retzqzyUi666zqyXtWq89HI16olJ307gxGZ0Teas9hfxFn/uInGr+lrRyRW7ao4xeRyBIv9RRz6wE10v3rW7ktTh3YkvVZK7oGv1usHa8eEdEZkrmXJqc9y77svsfTfQ/C13/kpRAkzj5eNFw7lwrc+5Zc+H4S0NAH0SUzmlbseYcl9QzBJSSHdt9Tf2uM6cl7GKrdjVOuwT2+g8euTVZpE4lTMFadcfzGn3H8zLUZNwJaV7fKx3qZN8L5azgddvg5phoFJicw77ylO/3ICq2/eB2/jzJDuX3bD42XNdXvz/l0Pclr6lrAdpndiCr+e8ygrbhoIRgsZRg2PFzt8IwnG63aSv5hc5qfrqyUQ1KRwkVjgSU7Gk5qKJzW1xr8kx1Rxqs1EcE9qKvPu6cz7XT4LSxav8XBeRgGTrn6Mpp9b/Ifqh2ukbDt2IB9e/UCNJ37XR7onmRcuHIXdp2/YjyU142ufw396feB2jGqdM/EimKw7FohEO2/v7uS+PIg9xpdx0KT1HDRpPZ1+Nix6vT+LXutPWceUnX5szCxHUNvSNP+RPZh7zCgSTHjXdUn1JDK6/Y/MeOFrTv75Ulp+kkTmD0s0iTxMfG1zOPXfX9I5IXKXnu+b7CHx3nUET22Gs359xI4r1Qs0y2DPxE1AdC0/MKu8lHbPR98omEhDZnw+PJkZOBs34c3MwKSkUN6lFdvu2MzSPV/806MXQpuJAAx+YOer/sdEcapNafI2zmTBk52Ye/AoUj2RWwyvX1ISi4e9QtHBpbxT2IF7pxxNzvs+Uj6ZpmH7UDGGRSPbcnnjMUR6sPTjrp/R7/lzyDmzkGBpaUSPLTtaPyCd5t5Ut2P8xQmfXkPX73UVnUg08KSlsfKqvvQ6ZgGHZM9n7Po92b/JQnolr6JvYkG9rr6O+uJksZz43E3k1PT03H+6M/+Qp0gK80jTzqR7khmRuZYRh77MioOKOL7tzTQfNd6VLPEmuF8/Xj17FF4X5rZ4jYef93qJAy65gZaP69/TTZv6OXhNdM0yyHeK6fBRQBPCRVxmfD78B/SF29Yzucdjvw+gXNq46sUk9Rutjq5Xn2psDXro8GZerU7PRctieO186Qw6dyaeRo3cjhLzvI0zSblnDUOS3TsVkulJ4e4rR+Pt1tm1DA2dJzWVwwdE3xyiCxefQtKE+W7HEGnQfO3bsuD5fjz/yuOM6zUmbGedor445Zdn4OSt3vWDjGHFtf2Ye0xkT8/VxH2tv2Lb/j3cjhHzVp3fm/91+cTtGJyQVsT8K5uCR3NZ3OD078YtLUJ7lWx9rQkUsfWxtgSLi92OItJg+Tq0o9GbxSw98sWwz4GN+uLk35S429uebD1jb94b+VDUlSaApt40km5Yo1GnevC1zeHWy9+KmpHEL45/hG3HDXQ7RoO08OxEOkbwwoDd8VuHg169iZQx09yOItJgmYREcv+dzdsdv43I8aK+OPnW7/q3OM8ePTj/H5/QMzH6Jotu92H3D1hx1Z5arqCOVh/XjhPTo+cqxW4JaRx7zzh8LVu4HaVB8bVpzd8PCs/yInUxraycbmMuo/PDv+kCEBEX2f7d+WzfpyJ2vKgvTsa784ie5GRW32P+NOkr+qR6EnnmoqexQ/q4HSUmOYdtiprRpu2uzcplzQmd3I7RoBT3bcN5GUvdjgHAVyUJXH/1lXS7fArO5vAtwioiu7fwnFS6JYT27hG7EvXFKZi+8xt45p/fnx8HvRzBNHV3QDKYezbolF0teRo14uzOU92O8RcJxovv2ALNdYqghMIAW4LlbsfAbx2ufeVikj/RbVVEXGcMnqa7votIqEV9cTJbqr8XnTcri/1HTiHTs/PVPaPNG93eoXRfTRSvDU/jTPqmrHA7RrVe3+O/BPfXKGKkJOSuYnZ5ltsxOGj2qXR4aq7bMUQEwFravJXIluC2iB0y6tdx2pnll/XkvRaPAdE3IXxnmnrTWH6Ul65fuJ0kdhT1a81+yVuAnY88uqVbQhp5VwZo95NXc1zi2FclCdw670Q2LcsiZY2X9v9bq9NzIi4ySUkYn+/3K1k9fovfBiN2/JgsTr6O7fnH+W9F5VV0uzN4UC6bk5J2e4NiqbDiqIpFRaPVx4Of5Yr9r8Tzw69uR4l/jsN6JwPY+a0QQno4G+SA2aeQebWh6aLFNK0sx6rIIi4xhg0jhtDtgvl0T1/Ha3P2xrssmWOOnERTb+TmOMVkcVp4cWtOTd9ADJxp/IvBmcv42tsSzYzYPW+L5lx+wDi3Y+ySRp0ix9mwkVFLDuLsvu9H5Hj3FOxB44vKCORF98UnIg1F0al7884/Hvx9naY7D/7NlRwx1zx8Hdrxz5PfjrpbLtRUgnEwvpjsqxGXe3Mnrs3KdTvGbr0+6CW8Pbu4HSP+WUvh9y1wIjAk77cOH754kEqTSBTZfHphRG/wvjOx1T6MYd5NrSpHm2LTMelzCXZu63aMqOdtks2VR35Bggv3pautgUmJLD4r2+0YDUJ5YxuRX5p+LQ/S+pv1YT+OiNSMp1EjLu7xi9sxgBgrTt7OHXjwsLdidrQJoJHHEMhMcjtG1CvepwsXZM5zO0aNDTv8Vzyp0bsIazwIDBvIW2c8HpFjNfOUEUyNvTmUIvHKGEOqx/3lSCCWipPHy/x/ZHFy+la3k9RLU28aa4ZG72TnaLHiWBtTS03c0uIbAgO7ux0jfhnDmsvKGJgUmTIzvrQ93oLYfq0RiSe2vJwJW6LjBusxU5xKhw/ki4OedDtGSLQclqd5Trvga9+W+w961+0YtdLOl87SS9GCmOFiLds2RKZIrwkU8eS/TiWwfGVEjiciu+dpks1R2bPcjgHESHHydunIYff+GNEl1cPpvs7v4+na0e0YUavgwByOTytwO0atjd1vFKXDdfPfcEleHf7b7pQEy9n/fzfS+O3oW61epCFbf2h7jkmNjnmHUV+cTEoy6x5N4NYm7lx2GA4DE72sOqKZ2zGiVv4+TtTdm64muiWk0f+u6br5b5i0/bqYpf6isO1/XnkJ/UZfQ9e75mIDgbAdR0RqxwzszRk3fRk1azdGfXHK6VLA5AGxu/xAdbzGQ/bwVTpdtxOpzYrdjlBnD7eczPwHW+vfNgy8MxbycP6wsOy7wCnmjMdvpOMdkwkWFoblGCJSB8aw6g7L9dlL3E7yu6hvIynGE1elabv7u7yHp1snt2NIiHmNh0kHjWL57YNVnkIsWFLC2Mn9Qr7fBzd25tibb6DVqKlaxFQkyvhat+I/e37gdowdxF8jiRGDkxJYcnpTt2NIGDT1pjH2wgcoPGmQ21HiTo9RGzls3rE8tbkt3X48j5vW9qfM+nf7cWsCRRyTexSdv72A57e0xm8rCtJLW1ry1aX7k/HWRKw/Oi51FpE/2NRk2vo2ux1jB/qV2EXlWfrtNl51TEjnn/e9wF3+i0j9cJLbceKGM28hvuHJfJbejY4bZjM3M4ND3j6dX/rs+jfSw6ZeQs7pC+kSWMvHLfbkoauPJ5Bm6fRhOd6fp0covYjU1vr9WtA9IbquVlZxEgmTYSkO3ode4Kqul9LmkcmacBwiwdJSKC0FwNm8hUa35zDm7VSOSyup9vFl1o/vu8zfR5QCa9fR8bZ1EcsrInVkDCXHbI26i4V0qs5FjTtsBmPcjhFVjM9Hy8z4mZx7UEqQ7656UHOewshOm8tDN57D5LK/nrL7pTRIv+euofVrc11IJiL14ctpw319PnQ7xl/s9pXcGPMycAyQb63do3LbXcDFwPZFFW6z1o6tfN+twAjAAa621n5ZuX0g8F8gBRgLXGOttaH8ZGLNfq2XkJuYiC0rcztK1PCkpnJWm8luxwippt40frroQfbnJtrfq5GncEgZM4UR3a9hn1N+ZX1pOjNmdcJTauj0YSntfhmPToqLxJ6ivq05MGUDFbUhetRkxOm/wJHVbH/UWtuv8s/20tQLOAPoXfkxTxvz+11anwFGAl0r/1S3zwbloqY/YbprIcw/85qg2xFCbnt50shTmFhL6wfGs3wfP8UHbaTrlZPofONEzC8z3E4mInW0Zh9vVN56a7fFyVr7I7Cxhvs7HnjbWltmrV0KLAIGG2NaARnW2gmVo0yjgRPqmDlu9ElMZt2+WW7HkAhp6k3jB5WnsLKBgJYUEIkDxuej/d55bseoVn3mOF1pjJlljHnZGLP9p38boOoNnvIqt7WpfPvP26tljBlpjJlqjJm6fkP8vgj6rYM/XXOcGpLmGnkSEdktk5LCya2i84rXuhanZ4DOQD9gDfBw5fbqWoDdxfZqWWuft9YOstYOatYkui5DDKU3ClvR7s1lbseIOoVO9A3NhtL2kacN5+7ldhQREamlOhUna+06a61jrQ0CLwCDK9+VB7St8tAcYHXl9pxqtjdo/5o6nMDqNW7HiCpOYSGvLB7idoywa+5N467bX8HTp4fbUUREolKpja5lCLarU3GqnLO03YnAnMq3xwBnGGOSjDEdqZgEPtlauwYoNMYMMcYY4Dzg43rkjgt2YyI07AsL/8KTlMQ+rZa5HSMihqeWsvDvKTplJyLyJ8GiIl5dFJ2/RO+2OBlj3gImAN2NMXnGmBHAA8aY2caYWcDBwHUA1tq5wLvAb8AXwBXW2u2TlC4DXqRiwvhi4PNQfzKxxLFBMhbG72nIujKJiQxqtNTtGBHz+tAX8XTVlZUiIjuwls2rMtxOUa3d/qprrT2zms0v7eLx9wL3VrN9KrBHrdLFsSCWRqvid+K71MxeSYY1Bzej+byFbkcREYkq7cbCluO2Rd2SBFo53CVrnG2krC11O4a4zGs8FO67ze0YIiJRJ3XFVrZE4fIiKk4ueW9rH3zzVrgdQ6JA55brwaPTtiIiVZmyABud6JsgruLkkpcWDMXZtMntGBIFRrT9CW9WptsxRESiSnDZSl4sOMDtGH+h4uSS5MS/3pBUIFhWxtiCPd2OEVGJxtHNnkVE/sSWlfHZ7Oj7eaDi5JJj2s3F06iR2zGiji0rY9qUrm7HEBGRKODdFH3Ltag4uaR3Sh4mNbquFIgW7b4IsMkpcTuGiIi4rOmvFcv3RBMVJ5e8vmYoTv56t2NEpeR1JRRH2TeKiIhEXkqBw9ZgdF2BruLkkn2zF+PNjM7FvdxmikvJCzSc0bitTjI4KooiIn+WOnMlX29rtfsHRpCKk0uOSJ8DrZq7HSMqBZeu4NbFJ7kdI2Lu/OlEnM2b3Y4hIhJ1AmvWctsn1a3D7R4VJ5f0TvRR2CPb7RhRyQYClIxuTb5T7HaUsNvklNDuY6N7FoqI7ETn/5Ww1F/kdozfqTi5pMDZRvLGcrdjRK2sd6dz1IwL3I4Rdp8UtyNtUsO5N5+ISG15ZuTyn3WHuR3jdypOLlngzyBx0Tq3Y0QtW1ZGs7sTmVwW3+td7ZuyjECX1m7HEBGJWsHSUr5b3M3tGL9TcXLJa+v3wSnY4HaMqGanzeWiUddQFGVXVIRSO18KG3unuh1DRCSq5bzki5rTdSpOLplV0BpbVuZ2jOhmLTkvzOG8Jce6nSRsCpxtNJkT/3O5RETqI/H7mZzw68VuxwBUnFxTMr6p2xFigrN1K5v+3YEVgej4TSPU/m/NEXh/W+Z2DBGRqGYDAZqMSo2KUScVJxcs9heR8637//ixImncTE6edaHbMULOsUGmvNEXZ+tWt6OIiES9xJ/mcGvecW7HUHFyw1tbBuGZqyupasr6y8l4pBEz4uzU5sQyaP2FLhAQEakJW1bG7M96uH4LFhUnF7z28cEECwvdjhFTfN9N58z/XhdXE8VvmH8azqJlbscQEYkZHUYv558Fe7qaQcUpwhb7i+jwmSYD15q1dHhoJkOnXOj6bxuhsCZQRNIz2RB03I4iIhIzAnmr+Oae/Vyd96riFGEjFpyDmTbf7RgxKVhcTNuL13H6ksPdjlJvp/52HilfzXQ7hohIzGn04TRGLjrdteOrOEWQY4Ns/rQ11q8Vw+vKKdhA0bUtuKegh9tR6qwoWIp9qZmWoxARqQMbCLBqbHvXzj6oOEVQvlNCs5nb3I4R8+y0ufx8wUD+XdDd7Sh1MnL5UWR+k+t2DBGRmNXu7eU8ubmTK8dWcYqg5YEUElZtdjtGXLDT5vL1zQcwrSy2Ru++KEki/46OOJs2uR1FRCRmBfJW8dZ/jnJlrpOKU4Q4NsiZX12Gs2SF21HiRuIXU7jy9qt5dnMbt6PUiGODXPfaCLzfTXc7iohIzGv8xmSGP3EzW4KRPZOj4hQhF6w4iF7/ytNVVCGW8eZEPjr3oJiY83Tdmr3p9NJyt2OIiMSHoEPOqOkcMDWyCySrOEXAUn8Ry//dg8Cq1W5HiUvb5zxFc3n6rCSZ3Eu6Echb5XYUEZG4ESwtpfFLjdjklETsmCpOYVYULOXYZ24m+bNpbkeJa3baXMaf0Ye9pp9GmfW7HWcHk8v83HfL+dhpc92OIiISd1LHzeHiZZG7FYuKUxj5rUOfby+n7ZMzdYouApzfcml21lr6P3MN32+Lji/tMuvnvNHXkPbeJLejiIjEpWBJCese6cziCN0AODp+usSpXj+MoPsVCwkWa6XwSHG2bqXtPeP597nncti8YyM6fPuXLDbI0Gnn0Omxea5lEBFpCFI/nsphn94QkbWdVJzC5IY1A+h2+ybdk84lZvxMfMPXc9g/b+CgOScwsdSJ6GJpjg2y17QzaTlio5YeEBEJt6BDj38ujcidJaK+OAWxbkeotTWBIibeP5jAUl1B5aZgaSlNXphA8tF5/HP4GQx48MqwlyjHBvmlNEiPN66g5YUFOOvXh+U4IiKyI2ddPmsf70yBE96zPMba6C4maU3b2v/83JUrGq90O0qNdfvhfDqdOxcbCLgdRf7E+Hx4Ondg1VHNyTp6NWe1nUwTbxGHpKwl3ZNEgvHWep8FTjHvFXbj6dwDMN9l0eaLfJzcxRDl31siIvHGJCWx5NXu5B4wul77GXzESqbOLDXVvc9Xrz1HgHdDMW/eNZy97n+SwUkJbsfZrbnl2+gwyqg0RSkbCOAsWETLBYswo3x8lNoFk5bKc51asrFnChv28XN83xkcljmHXgkFtPYlVbufmeXw+da+vPrj/rT/LEjKpEW02jwfrEWXAYiIuMOWldHpQYfR/ZpyXkZBWI4R9SNOGSbb7m2Gsf6yoTx90yiGJNd+RCCSuv1wPh3PnqOr6GKYJzUVk5aG07kVZdnVF6fURRuxa/I1h01EJAo5Bw/gvGfG1Lk8xfSI03bNnpnA5fZKxt3+MFneVLfjVOvJTe3p9EAAq9IU04IlJVBSAuvXU31tQqNKIiJRzPvddEZfdhzUozztTNRPDq+q+UvT2PuNG1y9xLw6jg1y2pJhfDriQOyvWuRQRETEbdvL0+itTUO635gqTtZfTqd/RFd52hLcRs8fL6D4FB9MnOV2HBEREank/W46r1xzArPKS0O2z5gqTvBHeRr6yg3MKCtzLYdjg/x9XT8O+s8NdDpvHoG161zLIiIiItVL/Goap7x9XchuxxVzxQkqylP7Oydy+a3XMLHUndkm/aeczZyjW9J81Hisv9yVDCIiIrIb1tLlwQWcveSokOwuJosTANbS6O2J3Hjz5Vy7ZhAlwciUlwKnmH1nnUTOTWUE1qyNyDFFRESk7pwNGym5oBHH5B5FUbB+p+1itzhVSntvErmHNmK/e67h2jWDQjYU92d+63Dw3OMZftuNNDp+Fc7CJWE5joiIiISes2gpzrFFHPyP6+o1YTzmixOAs2kTzZ6dQO6hjegx5oqQTgIDWBEoovdrV5J80kYavzYB6+LcKhEREambYGEh2a9M4PURx3DakmF12kfMLIBZYx4vgYP7sfJiP/cN+IgT0jbjNbXrh44NsjiwjRllrXl8yTA8zzcj9aOpWtRSREQkTvja5rDg/qZ8ve8oOiak7/C+XS2AGX/FaTtj8HVoR97xbcg6ejWn5kzj9EbzaepN2+mHFDjF3Lr6cKa+1pdW323AbNxCYN16FSYREZE4ZJKSCA7swcJzk7j74A84LHUZAEcfXcDMWf4GVpyqMD4fnkaN2LZ3Fzb2SKCofZDUDlsB2LYok7RVFc9N1gI/qb8swNm6td65RUREJHb4ctrgNGsMwMT5z7O1eHXDLU4iIiIiNTXJjmOr3VhtcYqLyeEiIiIikaDiJCIiIlJDKk4iIiIiNaTiJCIiIlJDKk4iIiIiNeRzO4CIiEgsCe7Xj/xBqeS8vwJnbT7eFs3YcGBbNvU0ZP9myXhzotsRJYxUnERERGphzb6p/N+IN/Bf5uP9dQMY2fobDkguJNWTyJOb2vP5l51xNmx0O6aEiU7ViYiI1ELOw5N59ZD9+Of/TuN/nb/kyNQyUj2JABzfaC6lAzthfD58bVrjSdv53SokNqk4iYiI1IINBAjkraLVhABFdsebvrfzpXPL06+SOK4pF373M0te7ownNdWlpBIOKk4iIiK15fGyfLgh05MCwJpAEY9s7MRifxGHp/oZ0/ULTk7fytghT0O3Du5mlZBScRIRERnSh4WPD8Hbu3uNHu4c2Jdvhj9CSbCcTl9fyLnnX803+7dn5AXXMLnM//vjOvhS2bRHRrhSiwtUnEREpEHzpKWRdH8+P574EP6slBp9TGl2Ao08hpNyT6T75QvwfjcdZ9MmEn6cyY25p/3+OK/xUNxSP2rjyW7/NY0xLxtj8o0xc6pse8cYM6PyzzJjzIzK7R2MMduqvO/ZKh8z0Bgz2xizyBjzhDGm2pvniYiIRIonOZkFD+zB253HkONLZ9mxNStOGd8v5LRLr8VzSRLB4uLft9tAgIT7s5lWVv77tqKe5dXtQmJUTWrwf4Ejq26w1p5ure1nre0HvA98UOXdi7e/z1p7aZXtzwAjga6Vf3bYp4iISCT52uaw8OUezDn+yd+vinvwpNfw9O35+2O8jTPxtmiOt2dX1l29D4sfHMr6S4cS3FpE0mdTcBYu+et+v53GaT9f8vvfh/ZYjElIDP8nJBGx23WcrLU/GmM6VPe+ylGj04BDdrUPY0wrIMNaO6Hy76OBE4DPa5lXRESk3nxtWmNec1jU7b/AH6XmhLQinn10KxtfG8rm7nDZMV+yR/JKmniL6Zfow2s8zCgr49YJf8POnLfzAxQk/f7m3PUtaWUXhu+TkYiq7wKY+wPrrN3hK6KjMeZXYCtwh7X2J6ANkFflMXmV26pljBlJxegUyegyThERCa2FV7VnXtenqO7Eyxc9PqPsHj9JJqHK1j/K1Z6JCeTf45Dy6t6UNPOQPa8M38+zsIHA74/J+TbInh3OYtuiTLo/spRAlfdJbKtvcToTeKvK39cA7ay1G4wxA4GPjDG9germM9md7dRa+zzwPECGyd7p40RERGrL16ollx7zJV6z89kqO5amHXmNh2kD36WofynpnmQW+4s49Ivr6HH9b7/Pd0r+ZDKtP6l4vCpTfKnzVH9jjA84CXhn+zZrbZm1dkPl29OAxUA3KkaYcqp8eA6wuq7HFhERqQuTkMi829tzTdaieu8r3ZMMQOeEdGYMf4KiI/ao9z4l+tXnGslDgfnW2t9PwRljmhljvJVvd6JiEvgSa+0aoNAYM6RyXtR5wMf1OLaIiEitFR3fn4nHP7LL0aa6yPSkkHdsALZfMO7xsub6fVh+9z742ubs+oMlptRkOYK3gAlAd2NMnjFmROW7zmDH03QABwCzjDEzgfeAS6212+90eBnwIrCIipEoTQwXEZHI8XjZdv4mmnvDc/+41w98Ac+eFQtomoG9eOfqh5h70SiO/fJX1tywD772bcNyXIksY210TyHKMNl2bzPM7RgiIhLj7NC+PPTWc/RJTA7L/h0bpMsXI2nzuZdNZxYxd+gbO7zvv1tb89qNx5L02ZSwHF9CZ5Idx1a7sdr1Jus7OVxERCT6ebwsudITttIEFZPGlx71IiVHlP++LlTV943IXMtnf1/Gtu9SCZaUhC2HhJfWgRcRkbjn7dKBV4e+FJFj/bk0VfVKpzFsPr5PRHJIeKg4iYhI3NswpDmDk9yfmpLpSaHotK1/TCKXmKPiJCIi8c0YNhy5jYSKi75dd3SH3zCJugVLrFJxEhGRuGYG9OKdoc+7HeN3yR4/xhsdJU5qT8VJRETi2rLjMhmYFD0jPGdkTsG03+ldxyTKqTiJiEjc8iQnM/jwOW7H2EF7n49N/Zq4HUPqSMVJRETiVrBPV+5sPdbtGDtI9SSy9jDdwS5WqTiJiEjcWju0EZ0T0t2O8Rd7dVuKSUpyO4bUgYqTiIjEreLB29yOUK3LW32Ht00rt2NIHag4iYhIXPLltOHuQWPcjlGtwUmlbB7Ywu0YUgcqTiIiEl+MwdepA2ueTueM9PVup6lWqieRzV20JEEs0r3qREQkbvhatWTe/a15cp83OTKlBK+J3vEBp3+h2xGkDlScREQkbuRe15Elhz5T+bfoLU0Ah3bMZXGqbvgba6L7q0pERKQWnOSg2xFq7NDGczGpKW7HkFpScRIRkbjR5Z0yfimNjfKUH8gAJzayyh9UnEREJG6Y8TM59+eL3I5RI99v7K7TdDFIxUlEROKHtWT/EBsLS/6jzWeUHtLH7RhSSypOIiISV0paGbcj1EjPxFROfugrvM2auR1FakHFSURE4oanUSMGDY+um/ruyl4pSzDJsTFCJhVUnEREJD54vORdsidPt/3K7SQ11t63jbLOzd2OIbWg4iQiInFh8zmDGXPVA6R7kt2OUmPNvakUtUl0O4bUgoqTiIjEPG9GBgOv+pWOCeluR6kVr/GQP9S6HUNqQcVJRERi3rah3biv1Xdux6iT/QbOw/h0I49YoeIkIiIxrzAngVQTm6e8MnxlEMX31JMd6V9KRERimrdJNo3OWE2C8bodpU7GzuuN9Ze7HUNqSGODIiISs0xCIgufbMf8Xi8Tq2MBtkg/imNJbH6ViYiIAKZ7J8bs8zReneqSCNFXmoiIxKw1B2fTLSF2lh+ojgnGxkrnUkHjgyIiEjuMwdu0KWV7tmP50Qk8dPzomB5tcmyQJtNjN39DpOIkIiJRzdu0CaUDOpJ3SAJOTim3DfycY9M/ork3ze1o9TajPECziRtw3A4iNabiJCIiUcnbJJtll/bg5nPf4+i0MX8qSrFfmgDuX3UUwdwlbseQWlBxEhGRqOPt1Y02r6ziw5zHSTIJxEtRqsqxQX77tDttAuPdjiK1oOIkIhINjMGbnUXJkM54S4Mk/DwHW1a240N8Pmwg4FLAyPEkJ7PmPg9j2/4CJLgdJ2y+L02g3Yf5Ok0XY1ScREQizePFObAvpU0qSsH6/h4Sem7lku4/c17mZxQGHa5fcTxzvhhI9vyKH6v5Az302z+X2V93p/29k+O6QG06pR/fDngESHU7Slhd9PUIui2Y7HYMqSUVJxGRCPA0aoSnWRNKOzRh6fmWrw96gna+FIA/rXidQqYH3u00Di4fh986Ozwmb8THHF10M22+3EjBXlls7QyNF0D2R3MIFhaCx4u3WROMz0dg9RqwMXQDWWPYdtxe3HXXK2R547s0LfUX0fE9jTXFImOj/Jsqw2Tbvc0wt2OIiNSeMXg7d2Dlia04/uyfODxjNl19RbTypddrt2XWz7zyID0TPSSZBIqCpdyy5kC++H4AmT02cFv3LwC48bvT6fFMMcGZ86K+QJmkJFbeMJB3Rz5M78QUt+OEXd/JZ9LqlIVxPXIYyybZcWy1G6tdYEvFSUQkDLw9uzL/smyePvq/DEspce0+ar+UBrnwjSvo/OBcnK1bXcmwO96sLHKfas/E/Z+iaRwsMbA7BU4xp158LYlfTHE7iuzEroqTVt0SEQkhT3Iy+Vfsw3kffcOSU57jyNQyV28+u2+yhzkXjmLhs53wZmS4lmOnPF7m39WdeQe+1CBKE8ArW/qQMjHX7RhSRypOIiIhYvfpy6q3O/L9rQ9zRqNNbsf5XYLx8tuBLzHv8a4YX3RNbS0dPpCvT3jI1XIZaR/l9cXZWuR2DKkjFScRkXoySUnk3boPd7z+KrMGv0WmJ/rm6CQYL+OHPc7m0we5HeV3nrQ02tyykM4J9ZvzFUscG2Tj+JYQ1MTwWKXiJCJSD3bffpR92pKfL3+IA6L8XrOtfOnkXLoIk5TkdhQA1v6tL8+0H+t2jIh6enNHOo3OczuG1IOKk4hIHW05Zwh3vvYy3/X+OGYun/93u4+hTze3Y+Bt1oz9L5gSlaNz4eLYIM+8OZzAshVuR5F6UHESEakDb4vmnHbLV+ybHFsvo90S0ij6VzGeNHcnYm88vDP/afmLqxki7e2iZnR8Q6NNsS62vuNFRKKBx8uKv3XhmqxFbiepk6/2eJuVV/V1NUPB0WWkehJdzRBp/5hwgkab4oCKk4hIDZmERIL792fRq31457KH8ZrYfAlN9SRy0MnT8KS6dHrR46VLq3x3ju2SfKeYnI8azpWD8Sw2v+tFRCLMJCWx6N8DeeWNJ1k87JWYX936smbfQ6d2rhzb27k9t3X4zJVju+XMBWeS9sUst2NICKg4iYjshrdZM3If7Me0Mx8hp563S4kWPRKSWHVEtivHXjiiBfsmBV05tht+KQ3ivTObYGmp21EkBFScRER2wdu7O20+LWHhyc/E1RVgXuOhsFd5xI/ra9WSu058N2ZPc9aWY4Nc+NYVmF9muB1FQqRhfOWKiNSBt0VzSh4t44W2v8TlD/pD95gX8ZXEV5/YiVPS10b0mG56u6gZXV5Y5XYMCaH4eyUQEQkBk5DI/Ds6Mq73B25HCZsuqfl40iO7LMHmPgGSTEJEj+kWxwb553un6Uq6OKPiJCJSjc2nD2DiCY/E5UjTdsc1mgnNmkTugB4vLdptjNzxXKbRpvgUv68IIiJ1ZPr35oxbv6C5191FIuONJzGBA1vF5tpXtaXRpvil4iQiUoVJSoKHN3Nt1jK3o0SGJ3I/Bky7NpzZeFLEjuemfxbsSZdnV7odQ8JAxUlEpKo9uvBop/+5nSIiOiUksLlf04gdr6hXE7ok2Igdzy0zysr4/o59CazU7VXikYqTiEglO7Qvy2/x0C0h2e0oEZFkEgikmIgdr7i5l3RPfD+3futw2tvXkvzpFLejSJhE9jpUEZEoVXLS3tz14IsMS3FoSL9TFrY3ZEXoWIlFljLrj+ur6i5YPowuDy3AsfE/stZQ7fbVwRjT1hjznTFmnjFmrjHmmsrt2caYr40xCyv/n1XlY241xiwyxiwwxhxRZftAY8zsyvc9YYyJ3K86IiI7sWNpaljKOkVuNeusmZvIC5RF7HiRNrHUYc0/OuNsaDhXDjZENfm1KgDcYK3tCQwBrjDG9AJuAcZZa7sC4yr/TuX7zgB6A0cCTxtjtt/Z8BlgJNC18s+RIfxcRERqrSGXJoCU+fF96ixSppWVc90dV+AbN83tKBJmuy1O1to11trplW8XAvOANsDxwKuVD3sVOKHy7eOBt621ZdbapcAiYLAxphWQYa2dYK21wOgqHyMiEnElJ+3Nvx58ocGWpnHbvLT/uCBix1s/OJscX1LEjhdJp/18CRlvTnQ7hkRArU7kG2M6AP2BSUALa+0aqChXQPPKh7UBql6DmVe5rU3l23/eXt1xRhpjphpjpvqJ32FdEXGPp18vbrr/NQ5KaTg3m/2zi76/AOe33Igdb8NBZXE5v6kkWE6LT+OzEMpf1bg4GWPSgfeBa621W3f10Gq22V1s/+tGa5+31g6y1g5KQF+MIhJiHi+r7rIcl1bidhLXbAluI+dT7+4fGELxelrwlIUn0HjcQrdjSITUqDgZYxKoKE1vWGu337hpXeXpNyr/n1+5PQ9oW+XDc4DVldtzqtkuIhJRnl5deabPG27HcNXM8hQypkR2naG2X29lRaAooscMt2Nyj8L8zYtTsMHtKBIhNbmqzgAvAfOstY9UedcY4PzKt88HPq6y/QxjTJIxpiMVk8AnV57OKzTGDKnc53lVPkZEJGJyL2rMvskNZ8mB6ny2pR/BLbs6eRB6npJy/HF0lf5t6/pgz/cRWK4VwhuSmrxy7AucCxxijJlR+edo4D/AYcaYhcBhlX/HWjsXeBf4DfgCuMJau33m5WXAi1RMGF8MfB7KT0ZEZHe8GRmcd/CPbsdw1RuFTfj+kaEECwsjetySDplkR/AWL+FUEizni+f3VWlqgHa7AKa19meqn58EMGwnH3MvcG8126cCe9QmoIhIKAX26MjIrLFAuttRXOHYIA88fTotXxsf8WMX5vjI8qZG/Ljh0P+Xi+g0ehYN99KChis+qr+ISA0V9EmlqTfF7RiuCeCQtCWOzpe54O/r+tH59kKCxcVuRxEXqDiJSIOypYclwUT2arJokmQSWD+kYa5bFQpL/UWM/+feOIuWuh1FXKLiJCINivHrTk+mXM9BXfitw7BPbyD146luRxEXqTiJSIPiZATcjuC69OXujLiZGB7o8luHPX/5Gz3uyIVgDH8iUm8qTiLSoHTolL/7B4XJxFKHjl9cxICpp1MUjNzNdf/MuDSjuen0rSz1138dJ791WBMo4sdSKLP+ECTbtQKnmJ4/jKDTJXk4mzaF/XgS3XZ7VZ2ISLzwpKUxINudy8c3OSWMeOFGut03Hm/TJrz3czv+lhH5EvdVSQKtftxS/W0bwswsWsHozYO5s9lvdd7Hgxs78+YzR9B8SiHeTcXMv7oZS05+LoQpd3T3+l58MupAuoyejlOmW4CJRpxEpAEJlpTwxbKerhz79rWH0O7xGQDYkm1MLezoSo5Lvr4AO22uK8cOFhYyevbedf54v3UqStNT42HybJyFS2g+yYRt1KkoWMrX/9yfJi9MwKo0SSVjbXRflmqMKQQWuJ0jCjQFIncb8+im56KCnocKeh7+oOeigp6HCnoe/lDb56K9tbZZde+IhVN1C6y1g9wO4TZjzFQ9DxX0XFTQ81BBz8Mf9FxU0PNQQc/DH0L5XOhUnYiIiEgNqTiJiIiI1FAsFKfn3Q4QJfQ8/EHPRQU9DxX0PPxBz0UFPQ8V9Dz8IWTPRdRPDhcRERGJFrEw4iQiIiISFVScRERERGooaouTMeZIY8wCY8wiY8wtbucJJ2NMW2PMd8aYecaYucaYayq332WMWWWMmVH55+gqH3Nr5XOzwBhzhHvpQ88Ys8wYM7vyc55auS3bGPO1MWZh5f+zqjw+7p4LY0z3Kv/uM4wxW40x1zaUrwljzMvGmHxjzJwq22r9NWCMGVj5tbTIGPOEMSam7m67k+fhQWPMfGPMLGPMh8aYxpXbOxhjtlX52ni2ysfE4/NQ6++FWH8eYKfPxTtVnodlxpgZldvj+WtiZz83w/86Ya2Nuj+AF1gMdAISgZlAL7dzhfHzbQUMqHy7EZAL9ALuAm6s5vG9Kp+TJKBj5XPldfvzCOHzsQxo+qdtDwC3VL59C3B/Q3guKj9HL7AWaN9QviaAA4ABwJz6fA0Ak4GhgAE+B45y+3MLwfNwOOCrfPv+Ks9Dh6qP+9N+4vF5qPX3Qqw/Dzt7Lv70/oeB/2sAXxM7+7kZ9teJaB1xGgwsstYusdaWA28Dx7ucKWystWustdMr3y4E5gFtdvEhxwNvW2vLrLVLgUVUPGfx7Hjg1cq3XwVOqLI93p+LYcBia+3yXTwmrp4Ha+2PwMY/ba7V14AxphWQYa2dYCteHUdX+ZiYUN3zYK39ylobqPzrRCBnV/uI1+dhF+L26wF2/VxUjpScBry1q33Ew3Oxi5+bYX+diNbi1AaoeifOPHZdJOKGMaYD0B+YVLnpysoh+ZerDDnG+/Njga+MMdOMMSMrt7Ww1q6Bim8YoHnl9nh/LgDOYMcXwob4NQG1/xpoU/n2n7fHkwup+A15u47GmF+NMT8YY/av3BbPz0Ntvhfi+XnYbn9gnbV2YZVtcf818aefm2F/nYjW4lTd+cW4XzfBGJMOvA9ca63dCjwDdAb6AWuoGIKF+H9+9rXWDgCOAq4wxhywi8fG9XNhjEkEjgP+V7mpoX5N7MrOPve4fk6MMbcDAeCNyk1rgHbW2v7A9cCbxpgM4vd5qO33Qrw+D1WdyY6/ZMX910Q1Pzd3+tBqttXp6yJai1Me0LbK33OA1S5liQhjTAIV//hvWGs/ALDWrrPWOtbaIPACf5x6ievnx1q7uvL/+cCHVHze6yqHVLcPM+dXPjyunwsqyuN0a+06aLhfE5Vq+zWQx46nseLmOTHGnA8cA5xdeXqBylMQGyrfnkbFHI5uxOnzUIfvhbh8HrYzxviAk4B3tm+L96+J6n5uEoHXiWgtTlOArsaYjpW/cZ8BjHE5U9hUnpd+CZhnrX2kyvZWVR52IrD9KooxwBnGmCRjTEegKxWT22KeMSbNGNNo+9tUTISdQ8XnfH7lw84HPq58O26fi0o7/AbZEL8mqqjV10DlMH2hMWZI5ffYeVU+JmYZY44E/g4cZ60tqbK9mTHGW/l2JyqehyVx/DzU6nshXp+HKg4F5ltrfz/tFM9fEzv7uUkkXifcnhm/sz/A0VTMkl8M3O52njB/rvtRMTQ4C5hR+edo4DVgduX2MUCrKh9ze+Vzs4AYuxpiN89FJyqufJgJzN3+bw80AcYBCyv/n90AnotUYAOQWWVbg/iaoKIsrgH8VPxGOKIuXwPAICp+oC4GRlF5t4RY+bOT52ERFXM1tr9WPFv52JMrv2dmAtOBY+P8eaj190KsPw87ey4qt/8XuPRPj43nr4md/dwM++uEbrkiIiIiUkPReqpOREREJOqoOImIiIjUkIqTiIiISA2pOImIiIjUkIqTiIiISA2pOImIiIjUkIqTiIiISA39P6L75wG+g8+zAAAAAElFTkSuQmCC\n",
-      "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "table = my_pipeline('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 419
-    },
-    "executionInfo": {
-     "elapsed": 757,
-     "status": "ok",
-     "timestamp": 1616250564539,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "vGWuz-kFCX3C",
-    "outputId": "2e461221-3f7c-4e18-8013-b6db1df1669f"
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
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-       "\n",
-       "    .dataframe thead th {\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>label</th>\n",
-       "      <th>area</th>\n",
-       "      <th>mean_intensity</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>1</td>\n",
-       "      <td>4221</td>\n",
-       "      <td>79.265103</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2</td>\n",
-       "      <td>8386</td>\n",
-       "      <td>65.997734</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>3</td>\n",
-       "      <td>18258</td>\n",
-       "      <td>70.261091</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>4</td>\n",
-       "      <td>4043</td>\n",
-       "      <td>63.026713</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>5</td>\n",
-       "      <td>73</td>\n",
-       "      <td>47.438356</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>6</td>\n",
-       "      <td>49056</td>\n",
-       "      <td>53.714510</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>7</td>\n",
-       "      <td>45671</td>\n",
-       "      <td>53.807099</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>8</td>\n",
-       "      <td>20537</td>\n",
-       "      <td>70.453912</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>9</td>\n",
-       "      <td>46853</td>\n",
-       "      <td>66.137729</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>10</td>\n",
-       "      <td>43277</td>\n",
-       "      <td>41.412552</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>11</td>\n",
-       "      <td>40768</td>\n",
-       "      <td>58.675039</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>12</td>\n",
-       "      <td>15090</td>\n",
-       "      <td>44.198144</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>13</td>\n",
-       "      <td>35404</td>\n",
-       "      <td>74.771551</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>14</td>\n",
-       "      <td>47642</td>\n",
-       "      <td>41.701902</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>15</td>\n",
-       "      <td>54978</td>\n",
-       "      <td>35.904107</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>16</td>\n",
-       "      <td>26774</td>\n",
-       "      <td>53.077874</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>17</td>\n",
-       "      <td>4</td>\n",
-       "      <td>112.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>18</td>\n",
-       "      <td>812</td>\n",
-       "      <td>102.986453</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>19</td>\n",
-       "      <td>54298</td>\n",
-       "      <td>56.110207</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>20</td>\n",
-       "      <td>29638</td>\n",
-       "      <td>66.283791</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    label   area  mean_intensity\n",
-       "0       1   4221       79.265103\n",
-       "1       2   8386       65.997734\n",
-       "2       3  18258       70.261091\n",
-       "3       4   4043       63.026713\n",
-       "4       5     73       47.438356\n",
-       "5       6  49056       53.714510\n",
-       "6       7  45671       53.807099\n",
-       "7       8  20537       70.453912\n",
-       "8       9  46853       66.137729\n",
-       "9      10  43277       41.412552\n",
-       "10     11  40768       58.675039\n",
-       "11     12  15090       44.198144\n",
-       "12     13  35404       74.771551\n",
-       "13     14  47642       41.701902\n",
-       "14     15  54978       35.904107\n",
-       "15     16  26774       53.077874\n",
-       "16     17      4      112.000000\n",
-       "17     18    812      102.986453\n",
-       "18     19  54298       56.110207\n",
-       "19     20  29638       66.283791"
-      ]
-     },
-     "execution_count": 35,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "table"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Ft-4QdfbCX3D"
-   },
-   "source": [
-    "## 13.2 Adjusting the function behavior"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "BwfMD8xWCX3D"
-   },
-   "source": [
-    "We have recovered the same result as previously and can analyze again our data as we did before. The mask is also plotted by default when calling the function. This is helpful to test the function and verify that nothing went dramatically wrong but we probably don't want to see this image if we analyze hundreds of images. What we can do is leave the user the choice to see it or not. Let's adjust our function to do that: we add an additional **optional** parameter ```do_plotting``` which is simply a boolean (```True```/```False```). If True, plotting is happening, if False it's not."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def my_pipeline(image_path, do_plotting=False):\n",
-    "    \"\"\"\n",
-    "    This function extracts information about nuclei found in the third channel of an image\n",
-    "    loaded at the given path\n",
-    "    \n",
-    "    Parameters\n",
-    "    ----------\n",
-    "    image_path: str\n",
-    "        path to image\n",
-    "    do_plotting: bool\n",
-    "        show segmentation or not\n",
-    "        \n",
-    "    Returns\n",
-    "    -------\n",
-    "    my_table: pandas dataframe\n",
-    "        dataframe with label, area, mean_intensity and extent information for each nucleus\n",
-    "    \n",
-    "    \"\"\"\n",
-    "    \n",
-    "    image_stack = skimage.io.imread(image_path)\n",
-    "    \n",
-    "    image_nuclei = image_stack[:,:,2]#blue channel in RGB\n",
-    "    image_signal = image_stack[:,:,1]#green channel in RGB\n",
-    "\n",
-    "    # filter image\n",
-    "    image_nuclei = skimage.filters.median(image_nuclei, skimage.morphology.disk(5))\n",
-    "\n",
-    "    # create mask and clean-up\n",
-    "    mask_nuclei = image_nuclei > skimage.filters.threshold_otsu(image_nuclei)\n",
-    "    mask_nuclei = skimage.morphology.binary_closing(mask_nuclei, selem=skimage.morphology.disk(5))\n",
-    "    mask_nuclei = ndi.binary_fill_holes(mask_nuclei, skimage.morphology.disk(5))\n",
-    "    \n",
-    "    # label image\n",
-    "    my_labels = skimage.morphology.label(mask_nuclei)\n",
-    "\n",
-    "    # measure\n",
-    "    my_regions = skimage.measure.regionprops_table(my_labels, image_signal, properties=('label','area', 'mean_intensity'))\n",
-    "    \n",
-    "    if do_plotting:\n",
-    "        plt.subplots(figsize=(10,10))\n",
-    "        plt.imshow(mask_nuclei)\n",
-    "        plt.show()\n",
-    "    \n",
-    "    my_table = pd.DataFrame(my_regions)\n",
-    "    \n",
-    "    return my_table\n",
-    "                \n",
-    "                "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 2299,
-     "status": "ok",
-     "timestamp": 1616250590838,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "OV520FszCX3D"
-   },
-   "outputs": [],
-   "source": [
-    "table = my_pipeline('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "YZVwVJx1CX3E"
-   },
-   "source": [
-    "Now indeed our function doesn't produce any output if we don't explicitly ask for it. "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Os88I7H6CX3E"
-   },
-   "source": [
-    "## 13.3 Analyzing multiple images "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "e8-WS0jYCX3E"
-   },
-   "source": [
-    "The point of creating an image processing pipeline was to be able to easily analyze multiple images. We can do that now by using a simple for loop. First we create a list of files we want to analyze and that we can see [here](http://flagella.crbs.ucsd.edu/images/13601) and [here](http://flagella.crbs.ucsd.edu/images/13585)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 38,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 520,
-     "status": "ok",
-     "timestamp": 1616250985105,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "pmnqlw5JCX3E"
-   },
-   "outputs": [],
-   "source": [
-    "files_to_analyze = [\n",
-    "    'https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif',\n",
-    "    'https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/27897_273_C8_2.tif'\n",
-    "]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "t8fdtYunCX3E"
-   },
-   "source": [
-    "Now we create a for loop that will go through this list of files and analyze each of them with our function. As we did previously, before the loop, we create an empty list that is going to be filled with the output of the function. We also add to the output dataframe a column with the filename that we can recover by splitting the address ```files_to_analyze[0].split('/')[-1]```"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 40,
-   "metadata": {
-    "executionInfo": {
-     "elapsed": 2305,
-     "status": "ok",
-     "timestamp": 1616250988822,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "WlUASgblCX3F"
-   },
-   "outputs": [],
-   "source": [
-    "all_tables = []\n",
-    "for file in files_to_analyze:\n",
-    "    \n",
-    "    #use the function\n",
-    "    new_table = my_pipeline(file)\n",
-    "    \n",
-    "    #add image index\n",
-    "    new_table['filename'] = file.split('/')[-1]\n",
-    "    \n",
-    "    #append the result to the list\n",
-    "    all_tables.append(new_table)\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Finally we can concatenate our resutls into a single table:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 42,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 419
-    },
-    "executionInfo": {
-     "elapsed": 700,
-     "status": "ok",
-     "timestamp": 1616250990994,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "pB5JtOFICX3F",
-    "outputId": "831249cb-686c-4c41-cde4-820dabd6bf25"
-   },
-   "outputs": [
-    {
-     "data": {
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-       "      <th>3</th>\n",
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-       "      <td>4043</td>\n",
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-       "      <td>46658_784_B12_1.tif</td>\n",
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-       "      <th>4</th>\n",
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-       "      <td>73</td>\n",
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-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>6</td>\n",
-       "      <td>49056</td>\n",
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-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>7</td>\n",
-       "      <td>45671</td>\n",
-       "      <td>53.807099</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>8</td>\n",
-       "      <td>20537</td>\n",
-       "      <td>70.453912</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>9</td>\n",
-       "      <td>46853</td>\n",
-       "      <td>66.137729</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>10</td>\n",
-       "      <td>43277</td>\n",
-       "      <td>41.412552</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>11</td>\n",
-       "      <td>40768</td>\n",
-       "      <td>58.675039</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>12</td>\n",
-       "      <td>15090</td>\n",
-       "      <td>44.198144</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>13</td>\n",
-       "      <td>35404</td>\n",
-       "      <td>74.771551</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>14</td>\n",
-       "      <td>47642</td>\n",
-       "      <td>41.701902</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>15</td>\n",
-       "      <td>54978</td>\n",
-       "      <td>35.904107</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>16</td>\n",
-       "      <td>26774</td>\n",
-       "      <td>53.077874</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>17</td>\n",
-       "      <td>4</td>\n",
-       "      <td>112.000000</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>18</td>\n",
-       "      <td>812</td>\n",
-       "      <td>102.986453</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>19</td>\n",
-       "      <td>54298</td>\n",
-       "      <td>56.110207</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>20</td>\n",
-       "      <td>29638</td>\n",
-       "      <td>66.283791</td>\n",
-       "      <td>46658_784_B12_1.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>1</td>\n",
-       "      <td>31346</td>\n",
-       "      <td>91.784279</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2</td>\n",
-       "      <td>1022</td>\n",
-       "      <td>118.964775</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>3</td>\n",
-       "      <td>32149</td>\n",
-       "      <td>108.144048</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>4</td>\n",
-       "      <td>21866</td>\n",
-       "      <td>87.044407</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>5</td>\n",
-       "      <td>25406</td>\n",
-       "      <td>82.585177</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>6</td>\n",
-       "      <td>26270</td>\n",
-       "      <td>93.764675</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>7</td>\n",
-       "      <td>19557</td>\n",
-       "      <td>101.465102</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>8</td>\n",
-       "      <td>2</td>\n",
-       "      <td>20.500000</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>9</td>\n",
-       "      <td>16367</td>\n",
-       "      <td>70.146331</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>10</td>\n",
-       "      <td>28357</td>\n",
-       "      <td>77.683218</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>11</td>\n",
-       "      <td>19552</td>\n",
-       "      <td>73.210158</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>12</td>\n",
-       "      <td>19288</td>\n",
-       "      <td>75.883036</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>13</td>\n",
-       "      <td>58364</td>\n",
-       "      <td>87.722003</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>14</td>\n",
-       "      <td>22228</td>\n",
-       "      <td>105.550837</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>15</td>\n",
-       "      <td>49020</td>\n",
-       "      <td>73.625255</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>16</td>\n",
-       "      <td>2009</td>\n",
-       "      <td>68.762071</td>\n",
-       "      <td>27897_273_C8_2.tif</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    label   area  mean_intensity             filename\n",
-       "0       1   4221       79.265103  46658_784_B12_1.tif\n",
-       "1       2   8386       65.997734  46658_784_B12_1.tif\n",
-       "2       3  18258       70.261091  46658_784_B12_1.tif\n",
-       "3       4   4043       63.026713  46658_784_B12_1.tif\n",
-       "4       5     73       47.438356  46658_784_B12_1.tif\n",
-       "5       6  49056       53.714510  46658_784_B12_1.tif\n",
-       "6       7  45671       53.807099  46658_784_B12_1.tif\n",
-       "7       8  20537       70.453912  46658_784_B12_1.tif\n",
-       "8       9  46853       66.137729  46658_784_B12_1.tif\n",
-       "9      10  43277       41.412552  46658_784_B12_1.tif\n",
-       "10     11  40768       58.675039  46658_784_B12_1.tif\n",
-       "11     12  15090       44.198144  46658_784_B12_1.tif\n",
-       "12     13  35404       74.771551  46658_784_B12_1.tif\n",
-       "13     14  47642       41.701902  46658_784_B12_1.tif\n",
-       "14     15  54978       35.904107  46658_784_B12_1.tif\n",
-       "15     16  26774       53.077874  46658_784_B12_1.tif\n",
-       "16     17      4      112.000000  46658_784_B12_1.tif\n",
-       "17     18    812      102.986453  46658_784_B12_1.tif\n",
-       "18     19  54298       56.110207  46658_784_B12_1.tif\n",
-       "19     20  29638       66.283791  46658_784_B12_1.tif\n",
-       "0       1  31346       91.784279   27897_273_C8_2.tif\n",
-       "1       2   1022      118.964775   27897_273_C8_2.tif\n",
-       "2       3  32149      108.144048   27897_273_C8_2.tif\n",
-       "3       4  21866       87.044407   27897_273_C8_2.tif\n",
-       "4       5  25406       82.585177   27897_273_C8_2.tif\n",
-       "5       6  26270       93.764675   27897_273_C8_2.tif\n",
-       "6       7  19557      101.465102   27897_273_C8_2.tif\n",
-       "7       8      2       20.500000   27897_273_C8_2.tif\n",
-       "8       9  16367       70.146331   27897_273_C8_2.tif\n",
-       "9      10  28357       77.683218   27897_273_C8_2.tif\n",
-       "10     11  19552       73.210158   27897_273_C8_2.tif\n",
-       "11     12  19288       75.883036   27897_273_C8_2.tif\n",
-       "12     13  58364       87.722003   27897_273_C8_2.tif\n",
-       "13     14  22228      105.550837   27897_273_C8_2.tif\n",
-       "14     15  49020       73.625255   27897_273_C8_2.tif\n",
-       "15     16   2009       68.762071   27897_273_C8_2.tif"
-      ]
-     },
-     "execution_count": 42,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "complete_info = pd.concat(all_tables)\n",
-    "complete_info"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "W6Sj4FKNCX3F"
-   },
-   "source": [
-    "We can then check if there's any difference in intensity in the nucleus between the two images:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 50,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 265
-    },
-    "executionInfo": {
-     "elapsed": 545,
-     "status": "ok",
-     "timestamp": 1616250992296,
-     "user": {
-      "displayName": "Guillaume Witz",
-      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
-      "userId": "16033870147214403532"
-     },
-     "user_tz": -60
-    },
-    "id": "4A4SF_onCX3G",
-    "outputId": "7c1db87e-a09a-4ed7-a9de-079ec8934491"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.hist(all_tables[0].mean_intensity, bins = np.arange(0,150,10), color = 'red')\n",
-    "plt.hist(all_tables[1].mean_intensity, bins = np.arange(0,150,10), alpha = 0.5, color = 'blue')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Of course our actual goal is not just to measure the intensity within the nucleus but to compare the intensity inside and on the edge of the nuclei. This is demonstrated in the [Demo](Demo.ipynb) notebooks."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "colab": {
-   "collapsed_sections": [],
-   "name": "13-Pipeline.ipynb",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3.8.2 64-bit ('improc_beginner': conda)",
-   "language": "python",
-   "name": "python38264bitimprocbeginnerconda39ad08c9d37a432ab96d20f7868a11ff"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  },
-  "varInspector": {
-   "cols": {
-    "lenName": 16,
-    "lenType": 16,
-    "lenVar": 40
-   },
-   "kernels_config": {
-    "python": {
-     "delete_cmd_postfix": "",
-     "delete_cmd_prefix": "del ",
-     "library": "var_list.py",
-     "varRefreshCmd": "print(var_dic_list())"
-    },
-    "r": {
-     "delete_cmd_postfix": ") ",
-     "delete_cmd_prefix": "rm(",
-     "library": "var_list.r",
-     "varRefreshCmd": "cat(var_dic_list()) "
-    }
-   },
-   "types_to_exclude": [
-    "module",
-    "function",
-    "builtin_function_or_method",
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-   "window_display": false
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- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/Appendix_Functions.ipynb b/Appendix_Functions.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..60582739660da8a2cd4a51005c27e73be2a39635
--- /dev/null
+++ b/Appendix_Functions.ipynb
@@ -0,0 +1,1409 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "9sFavEsryhP5"
+   },
+   "source": [
+    "# Methods and functions\n",
+    "\n",
+    "In the introduction notebook we have learned about the concept of function which is similar to a mathematical function such as $y = f(x, a)$ with $f(x, a) = a * x^2$. Here we have inputs $x, a$, an output $y$ and a function definition $f(x, a) = a * x^2$. To recap such as function is written in the following way in Python:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def f(x, a):\n",
+    "    y = a * x**2\n",
+    "    return y"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And used naturally as:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "36"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "out = f(3, 4)\n",
+    "out"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There are different types of functions and inputs in Python and now we do a quick tour of them."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "t3rkeQ6yyhQA"
+   },
+   "source": [
+    "## Built-in functions\n",
+    "\n",
+    "We have already seen that if we define a string such as:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 673,
+     "status": "ok",
+     "timestamp": 1616246387148,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "t7828T6hyhQB"
+   },
+   "outputs": [],
+   "source": [
+    "mystring = 'this is my string'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "we can get the number of characters using a function called ```len()```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "17"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(mystring)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "```len()``` is a a built-in function of Python. It is accessible without any import statement and can be used in different contexts. For example if we have a list, we can also ask its length:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "4"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mylist = [1,6,3,9]\n",
+    "len(mylist)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There is a series of such functions in Python. In this course, we will mostly be using ```len```, as well as ```type()``` and ```print()```. \n",
+    "\n",
+    "The ```type()``` function tells us what kind of variable we are dealing with. For example we can ask what's the type of ```mystring```:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 602,
+     "status": "ok",
+     "timestamp": 1616246387151,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "tLvNPVhZyhQC",
+    "outputId": "593517db-78d5-40c4-893a-903fc8b8361b"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "str"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(mystring)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that we are dealing here with a string i.e. a text variable. If we define a simple number:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "int"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "b = 3\n",
+    "type(b)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "we see that we are dealing with an integer. Conversely if we define a number with a comma:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "float"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c = 3.4\n",
+    "type(c)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Python tells us that we are dealing with a floating point number. As you can see, contrary to other languages, in Python we don't explicitly define the type of variables, it's rather Python that infers the type from our input.\n",
+    "\n",
+    "The ```print()``` function allows us to explicitly display a variable and is mostly used when dealing with longer chunks of code. For example:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "this is my string\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(mystring)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "CESsPA0CyhQG"
+   },
+   "source": [
+    "## Methods"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "QtNA5I7SyhQH"
+   },
+   "source": [
+    "In addition to functions, all variables in Python have functions that are specifically **attached** to them, in which case they are called **methods**. The functioning of these method-functions is the same as that of regular functions except for the way we call them. As they are attached to a variable, we can call them by using a dot notation.\n",
+    "\n",
+    "For example any string can be capitalized using the ```capitalize()``` method which is used like this:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 35
+    },
+    "executionInfo": {
+     "elapsed": 765,
+     "status": "ok",
+     "timestamp": 1616246412673,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "C5hGOFjcyhQH",
+    "outputId": "83a2c34d-4981-4d72-b1ed-dc195c3792f3"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'This is my string'"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mystring.capitalize()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "bIKrcMHJyhQH"
+   },
+   "source": [
+    "So the only difference is that instead of writing ```f(mystring)``` we write ```mystring.f()```.\n",
+    "\n",
+    "In our ```capitalize``` example, the function takes no input, which is why we only have an empty parenthesis. However sometimes there is an additional input ```x``` in which case we have to write ```mystring.f(x)```. For example the ```find()``` method, which indicates where in the string one finds a specific substring:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 35
+    },
+    "executionInfo": {
+     "elapsed": 790,
+     "status": "ok",
+     "timestamp": 1616246412707,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "F-MERqDYyhQI",
+    "outputId": "7aae6267-ca1f-48e8-cb39-6eaa9dd4a491"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'this is my string'"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mystring"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 1005,
+     "status": "ok",
+     "timestamp": 1616246412930,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "nwskncglyhQI",
+    "outputId": "ac2db319-6af3-4338-8ab4-b9e522606907"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mystring.find('my')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "nflfiEnoyhQI"
+   },
+   "source": [
+    "For the moment you can consider functions and methods in the same way. The concept of method comes from the object oriented programming that we will not explicitly cover during this course."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "9lGX3MgmyhQI"
+   },
+   "source": [
+    "## Getting infos"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "ZMdIUYpTyhQJ"
+   },
+   "source": [
+    "If you want to know all the functions and methods associated with a variable, you can use the function ```dir()```. For example for our string this gives:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 999,
+     "status": "ok",
+     "timestamp": 1616246412931,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "yhpoX-lUyhQJ",
+    "outputId": "ae24f55e-01bd-4b24-b7c2-2a07bc265faa"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['__add__',\n",
+       " '__class__',\n",
+       " '__contains__',\n",
+       " '__delattr__',\n",
+       " '__dir__',\n",
+       " '__doc__',\n",
+       " '__eq__',\n",
+       " '__format__',\n",
+       " '__ge__',\n",
+       " '__getattribute__',\n",
+       " '__getitem__',\n",
+       " '__getnewargs__',\n",
+       " '__gt__',\n",
+       " '__hash__',\n",
+       " '__init__',\n",
+       " '__init_subclass__',\n",
+       " '__iter__',\n",
+       " '__le__',\n",
+       " '__len__',\n",
+       " '__lt__',\n",
+       " '__mod__',\n",
+       " '__mul__',\n",
+       " '__ne__',\n",
+       " '__new__',\n",
+       " '__reduce__',\n",
+       " '__reduce_ex__',\n",
+       " '__repr__',\n",
+       " '__rmod__',\n",
+       " '__rmul__',\n",
+       " '__setattr__',\n",
+       " '__sizeof__',\n",
+       " '__str__',\n",
+       " '__subclasshook__',\n",
+       " 'capitalize',\n",
+       " 'casefold',\n",
+       " 'center',\n",
+       " 'count',\n",
+       " 'encode',\n",
+       " 'endswith',\n",
+       " 'expandtabs',\n",
+       " 'find',\n",
+       " 'format',\n",
+       " 'format_map',\n",
+       " 'index',\n",
+       " 'isalnum',\n",
+       " 'isalpha',\n",
+       " 'isascii',\n",
+       " 'isdecimal',\n",
+       " 'isdigit',\n",
+       " 'isidentifier',\n",
+       " 'islower',\n",
+       " 'isnumeric',\n",
+       " 'isprintable',\n",
+       " 'isspace',\n",
+       " 'istitle',\n",
+       " 'isupper',\n",
+       " 'join',\n",
+       " 'ljust',\n",
+       " 'lower',\n",
+       " 'lstrip',\n",
+       " 'maketrans',\n",
+       " 'partition',\n",
+       " 'removeprefix',\n",
+       " 'removesuffix',\n",
+       " 'replace',\n",
+       " 'rfind',\n",
+       " 'rindex',\n",
+       " 'rjust',\n",
+       " 'rpartition',\n",
+       " 'rsplit',\n",
+       " 'rstrip',\n",
+       " 'split',\n",
+       " 'splitlines',\n",
+       " 'startswith',\n",
+       " 'strip',\n",
+       " 'swapcase',\n",
+       " 'title',\n",
+       " 'translate',\n",
+       " 'upper',\n",
+       " 'zfill']"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dir(mystring)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "c1f7wTvSyhQJ"
+   },
+   "source": [
+    "All the functions are placed between two __ characters, the other are methods. We see that in that list we find again the ```len()``` function as well as the ```capitalize()``` method. Often one is unsure what a function exactly does and what input it needs. In that case one can either Google the answer, or use the built-in help.\n",
+    "\n",
+    "To access the built-in help, one can just use the ```help()``` function or the ```?```mark. For example if we wanted to know what the ```capitalize()``` functions was doing we would type:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 990,
+     "status": "ok",
+     "timestamp": 1616246412932,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "D4wOl3rWyhQJ",
+    "outputId": "b75a84cd-4e93-4dc4-83bd-9ac649a5ae0c"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on built-in function capitalize:\n",
+      "\n",
+      "capitalize() method of builtins.str instance\n",
+      "    Return a capitalized version of the string.\n",
+      "    \n",
+      "    More specifically, make the first character have upper case and the rest lower\n",
+      "    case.\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(mystring.capitalize)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[0;31mSignature:\u001b[0m \u001b[0mmystring\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcapitalize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+       "\u001b[0;31mDocstring:\u001b[0m\n",
+       "Return a capitalized version of the string.\n",
+       "\n",
+       "More specifically, make the first character have upper case and the rest lower\n",
+       "case.\n",
+       "\u001b[0;31mType:\u001b[0m      builtin_function_or_method\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mystring.capitalize?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "C_et6Z-RyhQJ"
+   },
+   "source": [
+    "**In Jupyter, you also get infos on a function by placing the cursor within the function parenthesis and typing Shift+Tab.**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "6ptkDFzoyhQJ"
+   },
+   "source": [
+    "## Compounding functions"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "TaC0JHW1yhQK"
+   },
+   "source": [
+    "When we apply a series of functions we can of course separate all steps:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 983,
+     "status": "ok",
+     "timestamp": 1616246412932,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "TAsOI7KEyhQK",
+    "outputId": "55985c25-9bd0-4ba1-aa16-ac64af138f44"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "23.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "myint = -23\n",
+    "abs_int = abs(myint)\n",
+    "float_abs_int = float(abs_int)\n",
+    "print(float_abs_int)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "1pvTrGOZyhQK"
+   },
+   "source": [
+    "But we can also just nest them into each other:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 975,
+     "status": "ok",
+     "timestamp": 1616246412933,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "Qu3HrWdjyhQK",
+    "outputId": "38a60f17-5972-4b1b-b351-32399d21df51"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "23.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "float_abs_int = float(abs(myint))\n",
+    "print(float_abs_int)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "jDLy-uU_yhQL"
+   },
+   "source": [
+    "The same is true for methods which are then chained together:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 970,
+     "status": "ok",
+     "timestamp": 1616246412934,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "2zNHRArwyhQL"
+   },
+   "outputs": [],
+   "source": [
+    "mystring = 'this is my string'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 965,
+     "status": "ok",
+     "timestamp": 1616246412935,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "Gj6VgHnwyhQL",
+    "outputId": "f6686cea-9aa7-4d47-e36a-e250c5638849"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "THIS IS MY STRING\n"
+     ]
+    }
+   ],
+   "source": [
+    "mystring2 = mystring.upper()\n",
+    "print(mystring2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 958,
+     "status": "ok",
+     "timestamp": 1616246412935,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "Ti502p__yhQL",
+    "outputId": "2ceb80ba-e43b-4182-e511-f55c00e1ab52"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mystring2.find('MY')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "AQsC9ddkyhQL"
+   },
+   "source": [
+    "is equivalent to:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 951,
+     "status": "ok",
+     "timestamp": 1616246412936,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "xfMysM7KyhQL",
+    "outputId": "17ce0ad9-6831-433c-e486-7ee676c31f1f"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "8"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mystring.upper().find('MY')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "lFVfzbVgyhQM"
+   },
+   "source": [
+    "How much you separate different steps should be a compromise between compactness of code and readability."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "nX_WhdiNyhQM"
+   },
+   "source": [
+    "## Custom functions\n",
+    "\n",
+    "We have already seen how to create our own functions. We here give some more details on additional options. Above we defined:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def f(x, a):\n",
+    "    y = a * x**2\n",
+    "    return y"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "EWKO9oV3yhQM"
+   },
+   "source": [
+    "Let's recapitulate the important parts of this piece of code:\n",
+    "\n",
+    "- ```def``` says we are defining a function\n",
+    "- ```my_function``` is the name of the function, i.e. like $f$ in our mathematical example\n",
+    "- ```x``` and ```a``` are our inputs like in $f(x, a)$\n",
+    "- ```return```specifies what the output of the function is\n",
+    "- this output here is ```y```, the equivalent of $y$ in our mathematical function $y = f(x, a)$\n",
+    "\n",
+    "You can then use it as any function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "executionInfo": {
+     "elapsed": 939,
+     "status": "ok",
+     "timestamp": 1616246412939,
+     "user": {
+      "displayName": "Guillaume Witz",
+      "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14GgT0K2JVYzEsjzsS5nhkUVjUrSIJ5jHzXnBoYrmVf8=s64",
+      "userId": "16033870147214403532"
+     },
+     "user_tz": -60
+    },
+    "id": "7Ov0IIrtyhQN",
+    "outputId": "0f71444b-3827-4db5-edbf-3f85a3350860"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "27"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f(3, 3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "When we call the function, we can either pass just the inputs and make sure that we have the rigth number of them or we can explicitly write the name of the input variables. In the first case, we need to pass the inputs in the **correct order**, as Python just assumes that we use the same order as defined in the function. In the second case, we don't have to follow the order:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "144"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f(a=4, x=6) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Often we write functions that can take multiple inputs but some of those inputs *usually* take a given value. To spare us having to repeatedly state this value that rarely changes, we can define **default values** for our function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def f(x, a=3):\n",
+    "    y = a * x**2\n",
+    "    return y"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now when we call the function, if we don't specify an input for ```a```, Python will just assume that its value is 3:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "12"
+      ]
+     },
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f(x=2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "or "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "12"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f(2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "It's generally a good policy to explicitly state the input variables when calling a function, as it avoid confusion. Let's imagine that we have the following new function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def f2(x, a=3, b=5):\n",
+    "    y = a * x**2 + b\n",
+    "    return y"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If we call ```f2``` like this:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "41"
+      ]
+     },
+     "execution_count": 49,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f2(3,4)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "It means that in the function we used ```x=3```, ```a=4``` and ```b=5```. It would be clearer in that case to use:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "41"
+      ]
+     },
+     "execution_count": 50,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f2(x=3, a=4)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "or even"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## External packages\n",
+    "\n",
+    "We have learned in the introduction that sets of specialized functions are imported from external packages. We have seen that we need to first install such packages (just the first time we use them) and then import them in the notebooks. For example the library that implements the computationally efficient lists called **arrays** is Numpy. If we want to import it we write:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Many of the most common libraries have abbreviations to keep the code shorter. This is the case for Numpy which almost always gets imported as:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Numpy has an extensive set of functions that we can use by calling them using the dot notation. For example there is a function that computes the natural log of a number:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1.3862943611198906"
+      ]
+     },
+     "execution_count": 54,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.log(4)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As you can see, we use these functions in the same way as the built-in functions or our custom functions: a function name followed by a parenthesis and the necessary inputs. Here again you can get information about a function using the help:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[0;31mCall signature:\u001b[0m  \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+       "\u001b[0;31mType:\u001b[0m            ufunc\n",
+       "\u001b[0;31mString form:\u001b[0m     <ufunc 'log'>\n",
+       "\u001b[0;31mFile:\u001b[0m            ~/mambaforge/envs/improc_beginner/lib/python3.9/site-packages/numpy/__init__.py\n",
+       "\u001b[0;31mDocstring:\u001b[0m      \n",
+       "log(x, /, out=None, *, where=True, casting='same_kind', order='K', dtype=None, subok=True[, signature, extobj])\n",
+       "\n",
+       "Natural logarithm, element-wise.\n",
+       "\n",
+       "The natural logarithm `log` is the inverse of the exponential function,\n",
+       "so that `log(exp(x)) = x`. The natural logarithm is logarithm in base\n",
+       "`e`.\n",
+       "\n",
+       "Parameters\n",
+       "----------\n",
+       "x : array_like\n",
+       "    Input value.\n",
+       "out : ndarray, None, or tuple of ndarray and None, optional\n",
+       "    A location into which the result is stored. If provided, it must have\n",
+       "    a shape that the inputs broadcast to. If not provided or None,\n",
+       "    a freshly-allocated array is returned. A tuple (possible only as a\n",
+       "    keyword argument) must have length equal to the number of outputs.\n",
+       "where : array_like, optional\n",
+       "    This condition is broadcast over the input. At locations where the\n",
+       "    condition is True, the `out` array will be set to the ufunc result.\n",
+       "    Elsewhere, the `out` array will retain its original value.\n",
+       "    Note that if an uninitialized `out` array is created via the default\n",
+       "    ``out=None``, locations within it where the condition is False will\n",
+       "    remain uninitialized.\n",
+       "**kwargs\n",
+       "    For other keyword-only arguments, see the\n",
+       "    :ref:`ufunc docs <ufuncs.kwargs>`.\n",
+       "\n",
+       "Returns\n",
+       "-------\n",
+       "y : ndarray\n",
+       "    The natural logarithm of `x`, element-wise.\n",
+       "    This is a scalar if `x` is a scalar.\n",
+       "\n",
+       "See Also\n",
+       "--------\n",
+       "log10, log2, log1p, emath.log\n",
+       "\n",
+       "Notes\n",
+       "-----\n",
+       "Logarithm is a multivalued function: for each `x` there is an infinite\n",
+       "number of `z` such that `exp(z) = x`. The convention is to return the\n",
+       "`z` whose imaginary part lies in `[-pi, pi]`.\n",
+       "\n",
+       "For real-valued input data types, `log` always returns real output. For\n",
+       "each value that cannot be expressed as a real number or infinity, it\n",
+       "yields ``nan`` and sets the `invalid` floating point error flag.\n",
+       "\n",
+       "For complex-valued input, `log` is a complex analytical function that\n",
+       "has a branch cut `[-inf, 0]` and is continuous from above on it. `log`\n",
+       "handles the floating-point negative zero as an infinitesimal negative\n",
+       "number, conforming to the C99 standard.\n",
+       "\n",
+       "References\n",
+       "----------\n",
+       ".. [1] M. Abramowitz and I.A. Stegun, \"Handbook of Mathematical Functions\",\n",
+       "       10th printing, 1964, pp. 67.\n",
+       "       https://personal.math.ubc.ca/~cbm/aands/page_67.htm\n",
+       ".. [2] Wikipedia, \"Logarithm\". https://en.wikipedia.org/wiki/Logarithm\n",
+       "\n",
+       "Examples\n",
+       "--------\n",
+       ">>> np.log([1, np.e, np.e**2, 0])\n",
+       "array([  0.,   1.,   2., -Inf])\n",
+       "\u001b[0;31mClass docstring:\u001b[0m\n",
+       "Functions that operate element by element on whole arrays.\n",
+       "\n",
+       "To see the documentation for a specific ufunc, use `info`.  For\n",
+       "example, ``np.info(np.sin)``.  Because ufuncs are written in C\n",
+       "(for speed) and linked into Python with NumPy's ufunc facility,\n",
+       "Python's help() function finds this page whenever help() is called\n",
+       "on a ufunc.\n",
+       "\n",
+       "A detailed explanation of ufuncs can be found in the docs for :ref:`ufuncs`.\n",
+       "\n",
+       "**Calling ufuncs:** ``op(*x[, out], where=True, **kwargs)``\n",
+       "\n",
+       "Apply `op` to the arguments `*x` elementwise, broadcasting the arguments.\n",
+       "\n",
+       "The broadcasting rules are:\n",
+       "\n",
+       "* Dimensions of length 1 may be prepended to either array.\n",
+       "* Arrays may be repeated along dimensions of length 1.\n",
+       "\n",
+       "Parameters\n",
+       "----------\n",
+       "*x : array_like\n",
+       "    Input arrays.\n",
+       "out : ndarray, None, or tuple of ndarray and None, optional\n",
+       "    Alternate array object(s) in which to put the result; if provided, it\n",
+       "    must have a shape that the inputs broadcast to. A tuple of arrays\n",
+       "    (possible only as a keyword argument) must have length equal to the\n",
+       "    number of outputs; use None for uninitialized outputs to be\n",
+       "    allocated by the ufunc.\n",
+       "where : array_like, optional\n",
+       "    This condition is broadcast over the input. At locations where the\n",
+       "    condition is True, the `out` array will be set to the ufunc result.\n",
+       "    Elsewhere, the `out` array will retain its original value.\n",
+       "    Note that if an uninitialized `out` array is created via the default\n",
+       "    ``out=None``, locations within it where the condition is False will\n",
+       "    remain uninitialized.\n",
+       "**kwargs\n",
+       "    For other keyword-only arguments, see the :ref:`ufunc docs <ufuncs.kwargs>`.\n",
+       "\n",
+       "Returns\n",
+       "-------\n",
+       "r : ndarray or tuple of ndarray\n",
+       "    `r` will have the shape that the arrays in `x` broadcast to; if `out` is\n",
+       "    provided, it will be returned. If not, `r` will be allocated and\n",
+       "    may contain uninitialized values. If the function has more than one\n",
+       "    output, then the result will be a tuple of arrays.\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "np.log?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "collapsed_sections": [],
+   "name": "02-Functions.ipynb",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.10"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": false,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": true
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/04-Structures.ipynb b/Appendix_Structures.ipynb
similarity index 99%
rename from 04-Structures.ipynb
rename to Appendix_Structures.ipynb
index 1a87b6a77d87eab554b2c82beef951f066b0d695..421f28f08fbfdfefc56df86459d979ccaa67dfc8 100644
--- a/04-Structures.ipynb
+++ b/Appendix_Structures.ipynb
@@ -6,7 +6,7 @@
     "id": "N6ejTn5C0VuR"
    },
    "source": [
-    "# 4. Python structures"
+    "# Python structures"
    ]
   },
   {
@@ -26,7 +26,7 @@
     "id": "nQsRuqmq0Vui"
    },
    "source": [
-    "## 4.1 Lists"
+    "## Lists"
    ]
   },
   {
@@ -1223,7 +1223,7 @@
     "id": "noWzrsSZ0VvW"
    },
    "source": [
-    "## 4.2 Dictionaries"
+    "## Dictionaries"
    ]
   },
   {
@@ -1655,7 +1655,7 @@
     "id": "CspqHLHE0Vvb"
    },
    "source": [
-    "## 4.3 Dataframes"
+    "## Dataframes"
    ]
   },
   {
@@ -2657,7 +2657,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -2671,7 +2671,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/Demo.ipynb b/Demo.ipynb
index 231eda987dce446a9c23914d5ecaae87b487bb1e..e4b0a1b9b4d4840067142ce9d63a0e7fe97f2894 100644
--- a/Demo.ipynb
+++ b/Demo.ipynb
@@ -541,7 +541,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -555,7 +555,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/e01-Python_basics.ipynb b/e01-Python_basics.ipynb
index bb75ef8d768aac41ae4669ae4cad9fe12be40ba4..1d50715e201ab37c881c360681fd101fc9301886 100644
--- a/e01-Python_basics.ipynb
+++ b/e01-Python_basics.ipynb
@@ -4,63 +4,70 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 1. Python Basics exercises"
+    "# 1. Python essentials exercises"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "1. Create a variable var1 which is of type int"
+    "1. Create a variable ```var1``` which contains the value 5"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "2. Create a variable var2 which is of type float"
+    "2. Create a variable ```var2``` which contains the value 9.5"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "3. Create a new variable var3 by multiplying those two variables"
+    "3. Create a new variable ```var3``` by multiplying those two variables"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "4. What is the type of the new variable ?"
+    "4. Use the built-in function ```type(a)``` that returns the type of variable that ```a``` is on ```var1```, ```var2``` and ```var3```. Does it all make sense?"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "5. Compare var1 and var2 with an operation of your choosing and store the result in a new variable var4"
+    "5. Create a variable ```var4``` that contains text with multiple words"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "6. What is the type of var4 ?"
+    "6. Use the method ```upper``` attached to ```var4``` that capitalizes all characters"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "7. Compare var3 and var2 with an opertion of your choosing and store the result in var5"
+    "7. Import the ```scikit-image.io``` module"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "8. Try different combinations of var4 and var5 using and/or/not"
+    "8. Read the image at this address and store the result in a variable: https://upload.wikimedia.org/wikipedia/commons/thumb/1/1a/Elephant_Diversity.jpg/1920px-Elephant_Diversity.jpg"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "9. Import the ```import matplotlib.pyplot as plt``` and display the image you just imported"
    ]
   },
   {
@@ -73,7 +80,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -87,7 +94,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -104,5 +111,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e02-Functions.ipynb b/e02-Functions.ipynb
deleted file mode 100644
index 7b81c0ab03b3664ae19b825cc1b429b53cede4d8..0000000000000000000000000000000000000000
--- a/e02-Functions.ipynb
+++ /dev/null
@@ -1,101 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 2. Methods and functions exercises"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. Create a short sentence and store it in a variable called varstring"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. One of the methods of strings is ```count```. Using ```help()``` try to understand what it does"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. Test the function on you variable"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Using the function ```find()```, find the position of the second word of your sentence."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Store the result of your ```find()``` operation in a variable. Transform that variable into a float and save as a new variable."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Repeat the same operation as in 5. but do the ```find()``` and ```float``` operation in a single line."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "7. Create a function that reproduces $f(x,p) = x^p$ where $p$ is an optional input. Verify that it works"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/e06-Numpy_basics.ipynb b/e02-Numpy_basics.ipynb
similarity index 83%
rename from e06-Numpy_basics.ipynb
rename to e02-Numpy_basics.ipynb
index 2b474017f5809195b844c1d2d6e07ba52b2a4b05..aa23c2269061a66a1ac9cb8a9d9d7166c85ecd3f 100644
--- a/e06-Numpy_basics.ipynb
+++ b/e02-Numpy_basics.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 6. Numpy basics exercises"
+    "# 2. Images as arrays exercises"
    ]
   },
   {
@@ -60,7 +60,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "8. Create a boolean array where only places in ```my_array_sum``` which are larger than 100 are True"
+    "8. Create a boolean array where only places in ```my_array_sum``` which are larger than 100 are ```True```."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "9. Recover all the values in ```my_array_sum``` which are true in the boolean array using logical indexing. What is the shape of the array containing these values?"
    ]
   },
   {
@@ -73,7 +80,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -87,7 +94,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -104,5 +111,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e0708-Images.ipynb b/e03-More_on_Images.ipynb
similarity index 94%
rename from e0708-Images.ipynb
rename to e03-More_on_Images.ipynb
index 2bf9bf2a6f57b7c8764bcbf7a1f253f1f9372a9d..7d1adfba4669d252afc47cbdff77853f9abab6c3 100644
--- a/e0708-Images.ipynb
+++ b/e03-More_on_Images.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 7. Images exercises"
+    "# 3. More on images"
    ]
   },
   {
@@ -54,7 +54,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 8. Slicing and indexing"
+    "# 3b. More on images: cropping, logical indexing"
    ]
   },
   {
@@ -109,7 +109,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -123,7 +123,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -140,5 +140,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e04-Structures.ipynb b/e04-Structures.ipynb
deleted file mode 100644
index 750508a5e672c60a001dfeca211317cd0ec461d3..0000000000000000000000000000000000000000
--- a/e04-Structures.ipynb
+++ /dev/null
@@ -1,108 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 4. Python structures exercises"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. Create a list of numbers (int and/or floats) and store it in a variable"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. How can you measure the length of your list ?"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. How can you access each element of your list using an index ? "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Lists have also methods attached to them. One is ```sort()```. Apply it to your list and verify what happened"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Create a dictionary describing one element of a group: for example consider the group of fruits and describe an apple with some properties (price, weight, color)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Create two more dictionaries for other elements (e.g. banana, pear) and group them in a list"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "7. Import the Pandas module"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "8. Transform your list of dictionaries as a Dataframe"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "9. Calculate the mean of one of the fruit properties"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.7"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/e09-Thresholding.ipynb b/e04-Thresholding.ipynb
similarity index 89%
rename from e09-Thresholding.ipynb
rename to e04-Thresholding.ipynb
index 3aa0dad2960d17ff399e2efee4851f52d01bf06f..a30292753f420c13d8fb62494dd38a0b4aeff382 100644
--- a/e09-Thresholding.ipynb
+++ b/e04-Thresholding.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 9. Thresholding exercises"
+    "# 4. Thresholding exercises"
    ]
   },
   {
@@ -18,7 +18,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "2. Import the same image as in the main notebook (myoblast.tif)"
+    "2. Import the same image from this url address: https://cildata.crbs.ucsd.edu/media/images/13585/13585.tif\n"
    ]
   },
   {
@@ -66,7 +66,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -80,7 +80,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -97,5 +97,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e11-Filtering.ipynb b/e05-Filtering.ipynb
similarity index 89%
rename from e11-Filtering.ipynb
rename to e05-Filtering.ipynb
index bf7e37facb26fb583c2d7e087a3719ef99665dc0..1660ae44baed3e541012a11d4ea9b0921bb51b31 100644
--- a/e11-Filtering.ipynb
+++ b/e05-Filtering.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 10b. Filtering exercise"
+    "# 5. Filtering exercise"
    ]
   },
   {
@@ -18,7 +18,7 @@
     "import skimage\n",
     "import skimage.morphology\n",
     "\n",
-    "image_stack = skimage.io.imread('../Data/myoblast.tif')\n",
+    "image_stack = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13585/13585.tif')\n",
     "image_nuclei = image_stack[0:100,0:100,2]"
    ]
   },
@@ -53,7 +53,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -67,7 +67,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -84,5 +84,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e12-Regions.ipynb b/e06-Regions.ipynb
similarity index 70%
rename from e12-Regions.ipynb
rename to e06-Regions.ipynb
index 528fcf04c4b1c6e36e9cc4c897047f6ea2434d18..c31c55e425fbd97ecd353aa4bf5ec95a839d123a 100644
--- a/e12-Regions.ipynb
+++ b/e06-Regions.ipynb
@@ -4,12 +4,12 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 11. Region properties exercises"
+    "# 6. Region properties exercises"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -24,14 +24,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "1. Import the image in '../Data/3color_cells.tif'"
+    "1. Import the image from http://wiki.cmci.info/sampleimages/4color_cells.tif"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "2. Create a mask using the second channel"
+    "2. Create a mask using the third channel"
    ]
   },
   {
@@ -45,14 +45,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "4. Measure the region properties using this labled image and use the **third** channel as intensity image"
+    "4. Measure the region properties using this labeled image and use the **fourth** channel as intensity image"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "5. Using a for loop create a list than contains the mean_intensity property of all regions"
+    "5. Extract the ```mean_intensity``` property from the dictionary"
    ]
   },
   {
@@ -66,13 +66,20 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "7. What do you observe in this histogram ? Plot the third channel and see if the histogram makes sense."
+    "7. What do you observe in this histogram ? Plot the fourth channel and see if the histogram makes sense."
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -86,7 +93,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -103,5 +110,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e05-Loops_conditions.ipynb b/e08-Loops_conditions.ipynb
similarity index 86%
rename from e05-Loops_conditions.ipynb
rename to e08-Loops_conditions.ipynb
index b1829da55d3ea0c989f95afdecabcb027fa25b24..805d122e37557440cd1b3ca190ad251a524b0680 100644
--- a/e05-Loops_conditions.ipynb
+++ b/e08-Loops_conditions.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 5. Loops and conditions exercises"
+    "# 8. Loops and conditions exercises"
    ]
   },
   {
@@ -32,7 +32,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "4. Create an empty array before the for loop. In the loop append squared_val to that empy list. Verify now that your array contains indeed those squared values"
+    "4. Create an empty list before the for loop. In the loop append squared_val to that empy list. Verify now that your array contains indeed those squared values"
    ]
   },
   {
@@ -59,7 +59,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -73,7 +73,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -90,5 +90,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/e10-Morphology.ipynb b/e10-Morphology.ipynb
deleted file mode 100644
index 1600018c6aaacfd66ed00e8e8ea6c197cc192e43..0000000000000000000000000000000000000000
--- a/e10-Morphology.ipynb
+++ /dev/null
@@ -1,112 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 10. Morphology exercises"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import skimage"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. Import the morphology module of skimage"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. Import the image from ```../Data/myoblast.tif```"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. Create a new variable ```image_green``` containing the green channel image and plot it"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Use the Otsu thresholding method to create a mask containing the structures visible in the image and plot it"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Erode and then dilate the image with a disk of radius 5. Plot the result"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Now do the opposite: first erosion then dilation"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "7. In the [skimage.morphology module](http://scikit-image.org/docs/dev/api/skimage.morphology.html) , try to find a function that is creating a skeleton of the mask of point #6, i.e. that is thinning to the maximum all the structures. Plot the result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.7"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/s02-Functions.ipynb b/s02-Functions.ipynb
deleted file mode 100644
index 7bcc8f6a2cdcc1f77cc277b7afbcc220389bcb75..0000000000000000000000000000000000000000
--- a/s02-Functions.ipynb
+++ /dev/null
@@ -1,287 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 2. Methods and functions solutions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. Create a short sentence and store it in a variable called varstring"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "varstring = 'My sentence for the course'"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. One of the methods of strings is ```count```. Using ```help()``` try to understand what it does"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Help on built-in function count:\n",
-      "\n",
-      "count(...) method of builtins.str instance\n",
-      "    S.count(sub[, start[, end]]) -> int\n",
-      "    \n",
-      "    Return the number of non-overlapping occurrences of substring sub in\n",
-      "    string S[start:end].  Optional arguments start and end are\n",
-      "    interpreted as in slice notation.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "help(varstring.count)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. Test the function on you variable"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "2"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "varstring.count('en')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Using the function ```find()```, find the position of the second word of your sentence."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "3"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "varstring.find('sentence')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Store the result of your ```find()``` operation in a variable. Transform that variable into a float and save as a new variable."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "new_var = varstring.find('sentence')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "new_float = float(new_var)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Repeat the same operation as in 5. but do the ```find()``` and ```float``` operation in a single line."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "new_float2 = float(varstring.find('sentence'))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "3.0\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(new_float)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "3.0\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(new_float2)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "7. Create a function that reproduces $f(x,p) = x^p$ where $p$ is an optional input. Verify that it works"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def my_fun(x, p = 2):\n",
-    "    my_output = x**p\n",
-    "    return my_output"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "27"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_fun(3,3)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "9"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_fun(3)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.7"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/s06-Numpy_basics.ipynb b/s02-Numpy_basics.ipynb
similarity index 97%
rename from s06-Numpy_basics.ipynb
rename to s02-Numpy_basics.ipynb
index c7d6a3877e7c640101bda715dca8f42f0ffc427d..72c21796e995e1a33034577f640b4a1e36fed6cf 100644
--- a/s06-Numpy_basics.ipynb
+++ b/s02-Numpy_basics.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 6. Numpy basics solutions"
+    "# 2. Numpy basics solutions"
    ]
   },
   {
@@ -246,7 +246,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -260,7 +260,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -277,5 +277,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/s0708-Images.ipynb b/s03-Images.ipynb
similarity index 99%
rename from s0708-Images.ipynb
rename to s03-Images.ipynb
index 7b7081e59f3ac8386e1f557fbce14a72702bf8cf..7606e5bc32acd01a2a98cc2423d0546b6ce646dc 100644
--- a/s0708-Images.ipynb
+++ b/s03-Images.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 7. Images solutions"
+    "# 3. More on images solutions"
    ]
   },
   {
@@ -337,7 +337,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -351,7 +351,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/s04-Structures.ipynb b/s04-Structures.ipynb
deleted file mode 100644
index 4e00a7d97e962511229e15c076707418db558dfd..0000000000000000000000000000000000000000
--- a/s04-Structures.ipynb
+++ /dev/null
@@ -1,325 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 4. Python structures solutions"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. Create a list of numbers (int and/or floats) and store it in a variable"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "my_list = [3,5.0,2,10,4]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. How can you measure the length of your list ?"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "5"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "len(my_list)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. How can you access a given element of your list using an index ? Is it the correct position when you count it yourself ? "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "10"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_list[3]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Lists have also methods attached to them. One is ```sort()```. Apply it to your list and verify what happened"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "my_list.sort()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[2, 3, 4, 5.0, 10]"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_list"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Create a dictionary describing one element of a group: for example consider the group of fruits and describe an apple with some properties (fruit name, price, weight, color)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "my_dict1 = {'name': 'apple','price': 0.6, 'weight': 100, 'color': 'red'}"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Create two more dictionaries for other elements (e.g. banana, pear) and group them in a list"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[{'name': 'apple', 'price': 0.6, 'weight': 100, 'color': 'red'},\n",
-       " {'name': 'banana', 'price': 1.2, 'weight': 80, 'color': 'yellow'},\n",
-       " {'name': 'kiwi', 'price': 1.5, 'weight': 50, 'color': 'brown'}]"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_dict2 = {'name': 'banana','price': 1.2, 'weight': 80, 'color': 'yellow'}\n",
-    "my_dict3 = {'name': 'kiwi','price': 1.5, 'weight': 50, 'color': 'brown'}\n",
-    "\n",
-    "dict_list = [my_dict1, my_dict2, my_dict3]\n",
-    "dict_list"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "7. Import the Pandas module"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "8. Transform your list of dictionaries as a Dataframe. Check the output"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>color</th>\n",
-       "      <th>name</th>\n",
-       "      <th>price</th>\n",
-       "      <th>weight</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>red</td>\n",
-       "      <td>apple</td>\n",
-       "      <td>0.6</td>\n",
-       "      <td>100</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>yellow</td>\n",
-       "      <td>banana</td>\n",
-       "      <td>1.2</td>\n",
-       "      <td>80</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>brown</td>\n",
-       "      <td>kiwi</td>\n",
-       "      <td>1.5</td>\n",
-       "      <td>50</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    color    name  price  weight\n",
-       "0     red   apple    0.6     100\n",
-       "1  yellow  banana    1.2      80\n",
-       "2   brown    kiwi    1.5      50"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_dataframe = pd.DataFrame(dict_list)\n",
-    "my_dataframe"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "9. Calculate the mean of one of the fruit properties"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "1.0999999999999999"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "my_dataframe.price.mean()"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.7"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/s09-Thresholding.ipynb b/s04-Thresholding.ipynb
similarity index 99%
rename from s09-Thresholding.ipynb
rename to s04-Thresholding.ipynb
index 3ed5a4308e25f2eccc1219919c7ec09e2896bb11..95db7537c76b7133295020dc5773234ff5347ac4 100644
--- a/s09-Thresholding.ipynb
+++ b/s04-Thresholding.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 9. Thresholding solutions"
+    "# 4. Thresholding solutions"
    ]
   },
   {
@@ -39,7 +39,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "image_stack = skimage.io.imread('../Data/myoblast.tif')"
+    "image_stack = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13585/13585.tif')"
    ]
   },
   {
@@ -200,7 +200,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -214,7 +214,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/s11-Filtering.ipynb b/s05-Filtering.ipynb
similarity index 99%
rename from s11-Filtering.ipynb
rename to s05-Filtering.ipynb
index e091df74c75253bbc30bc5e1afea94fbd43cb2d5..c3aaaf95e6c0fea0d8dd5729264f2361d2c45c7d 100644
--- a/s11-Filtering.ipynb
+++ b/s05-Filtering.ipynb
@@ -4,12 +4,12 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 10b. Filtering solutions"
+    "# 5. Filtering solutions"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -19,7 +19,7 @@
     "import skimage.morphology\n",
     "import skimage.io\n",
     "\n",
-    "image_stack = skimage.io.imread('../Data/myoblast.tif')\n",
+    "image_stack = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13585/13585.tif')\n",
     "image_nuclei = image_stack[0:100,0:100,2]"
    ]
   },
@@ -129,7 +129,7 @@
    "source": [
     "influence_region = np.ones((3,3))\n",
     "\n",
-    "eroded = skimage.morphology.erosion(mask, selem=influence_region)\n",
+    "eroded = skimage.morphology.erosion(mask, footprint=influence_region)\n",
     "\n",
     "plt.imshow(eroded, cmap = 'gray')\n",
     "plt.show()"
@@ -177,7 +177,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -191,7 +191,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/s06-Regions.ipynb b/s06-Regions.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e87fecd35a26cd46b1925a4f570e62ac119c7e33
--- /dev/null
+++ b/s06-Regions.ipynb
@@ -0,0 +1,320 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 6. Region properties exercises"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import skimage\n",
+    "import skimage.morphology\n",
+    "import skimage.io"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "1.Import the image in 'http://wiki.cmci.info/sampleimages/4color_cells.tif'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image_stack = skimage.io.imread('http://wiki.cmci.info/sampleimages/4color_cells.tif')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "2. Create a mask using the second channel"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image_mask1 = image_stack[:,:,2] > skimage.filters.threshold_otsu(image_stack[:,:,2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x16a67aa30>"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(image_mask1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "3. Create a labeled image of the mask"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mask1_label = skimage.morphology.label(image_mask1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "4. Measure the region properties using this labeled image and use the **fourth** channel as intensity image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_regions = skimage.measure.regionprops_table(\n",
+    "    mask1_label, intensity_image = image_stack[:,:,3], properties=('label', 'mean_intensity'))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "5. Extract the ```mean_intensity``` property from the dictionary"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "intensities = my_regions['mean_intensity']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "6. Plot a histogram of these intensities"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.hist(intensities)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "7. What do you observe in this histogram ? Plot the fourth channel and see if the histogram makes sense."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The histogram can be split into two parts. Most nuclei have almost no signal (around 0). A few have much more signal between 10 and 80. The plot of the third channel shows that only a few nuclei are expressing a specific protein that is fluorescent."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.subplots(figsize = (10,10))\n",
+    "plt.imshow(image_stack[:,:,3])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can count how many nuclei are above some threshold:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False,  True, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False,  True, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False,  True, False, False,\n",
+       "       False, False,  True, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False,  True, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False,  True, False, False, False, False, False, False, False,\n",
+       "       False,  True, False, False, False, False, False, False,  True,\n",
+       "       False, False, False, False, False, False, False,  True, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False,  True, False,\n",
+       "       False, False,  True, False, False, False, False, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "        True, False, False, False, False, False, False, False,  True,\n",
+       "       False, False, False, False, False, False,  True, False, False,\n",
+       "       False, False, False, False, False, False, False, False, False,\n",
+       "        True, False, False, False, False, False, False, False, False,\n",
+       "       False])"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.array(intensities) > 400"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "15"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "np.sum(np.array(intensities) > 400)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.10"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": false,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": true
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s05-Loops_conditions.ipynb b/s08-Loops_conditions.ipynb
similarity index 97%
rename from s05-Loops_conditions.ipynb
rename to s08-Loops_conditions.ipynb
index 605c49e26e10ff62394438c6689c57176337418e..8ef50169565830c33b4773b314be8f1489c802ff 100644
--- a/s05-Loops_conditions.ipynb
+++ b/s08-Loops_conditions.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 5. Loops and conditions solutions"
+    "# 8. Loops and conditions solutions"
    ]
   },
   {
@@ -244,7 +244,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -258,7 +258,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.9.10"
   },
   "toc": {
    "base_numbering": 1,
@@ -275,5 +275,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/s10-Morphology.ipynb b/s10-Morphology.ipynb
deleted file mode 100644
index 1863164d5a36fafd7f068c746b1c64fffcb67c64..0000000000000000000000000000000000000000
--- a/s10-Morphology.ipynb
+++ /dev/null
@@ -1,269 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 10. Morphology solutions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import skimage\n",
-    "import skimage.io"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. Import the morphology module of skimage"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import skimage.morphology"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. Import the image from ```../Data/myoblast.tif```"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = skimage.io.imread('../Data/myoblast.tif')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. Create a new variable ```image_green``` containing the green channel image and plot it"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "image_green = image[:,:,1]\n",
-    "plt.imshow(image_green, cmap = 'gray')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Use the Otsu thresholding method to create a mask containing the structures visible in the image and plot it"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "th_li = skimage.filters.threshold_otsu(image_green)\n",
-    "mask = image_green > th_li\n",
-    "plt.imshow(mask, cmap = 'gray')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Erode and then dilate the image with a disk of radius 5. Plot the result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "disk = skimage.morphology.disk(5)\n",
-    "\n",
-    "image_erode = skimage.morphology.binary_erosion(mask, selem=disk)\n",
-    "image_dilate = skimage.morphology.binary_dilation(image_erode, selem=disk)\n",
-    "\n",
-    "plt.imshow(image_dilate, cmap = 'gray')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Now do the opposite: first erosion then dilation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "disk = skimage.morphology.disk(5)\n",
-    "\n",
-    "image_dilate = skimage.morphology.binary_dilation(mask, selem=disk)\n",
-    "image_erode = skimage.morphology.binary_erosion(image_dilate, selem=disk)\n",
-    "\n",
-    "plt.imshow(image_erode, cmap = 'gray')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. In the [skimage.morphology module](http://scikit-image.org/docs/dev/api/skimage.morphology.html) , try to find a function that is creating a skeleton of the mask of point #6, i.e. that is thinning to the maximum all the structures. Plot the result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image_skeleton = skimage.morphology.skeletonize(image_erode)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 360x360 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.subplots(figsize=(5,5))\n",
-    "plt.imshow(skimage.morphology.skeletonize(image_skeleton))\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/s12-Regions.ipynb b/s12-Regions.ipynb
deleted file mode 100644
index 1f132b70e198eaa9e0dd58adda1b4993b95e18a4..0000000000000000000000000000000000000000
--- a/s12-Regions.ipynb
+++ /dev/null
@@ -1,282 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# 11. Region properties exercises"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "import matplotlib.pyplot as plt\n",
-    "import skimage\n",
-    "import skimage.morphology\n",
-    "import skimage.io"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1.Import the image in '../Data/3color_cells.tif'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 48,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image_stack = image_stack = skimage.io.imread('../Data/3color_cells.tif')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "2. Create a mask using the second channel"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 61,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image_mask1 = image_stack[:,:,1] > skimage.filters.threshold_otsu(image_stack[:,:,1])"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "3. Create a labeled image of the mask"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 63,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "mask1_label = skimage.morphology.label(image_mask1)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "4. Measure the region properties using this labled image and use the **third** channel as intensity image"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 65,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "my_regions = skimage.measure.regionprops(mask1_label, intensity_image = image_stack[:,:,2])"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "5. Using a for loop create a list than contains the mean_intensity property of all regions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 66,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "intensities = []\n",
-    "for x in my_regions:\n",
-    "    intensities.append(x.mean_intensity)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "6. Plot a histogram of these intensities"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 67,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.hist(intensities)\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "7. What do you observe in this histogram ? Plot the third channel and see if the histogram makes sense."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "The histogram can be split into two parts. Most nuclei have almost no signal (around 0). A few have much more signal between 10 and 80. The plot of the third channel shows that only a few nuclei are expressing a specific protein that is fluorescent."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 79,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 720x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.subplots(figsize = (10,10))\n",
-    "plt.imshow(image_stack[:,:,2])\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "We can count how many nuclei are above some threshold:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 80,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False,  True, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False,  True, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False,  True, False, False,\n",
-       "       False, False,  True, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False,  True, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False,  True, False, False, False, False, False, False, False,\n",
-       "       False,  True, False, False, False, False, False, False,  True,\n",
-       "       False, False, False, False, False, False, False,  True, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False,  True, False,\n",
-       "       False, False,  True, False, False, False, False, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "        True, False, False, False, False, False, False, False,  True,\n",
-       "       False, False, False, False, False, False,  True, False, False,\n",
-       "       False, False, False, False, False, False, False, False, False,\n",
-       "        True, False, False, False, False, False, False, False, False,\n",
-       "       False])"
-      ]
-     },
-     "execution_count": 80,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.array(intensities) > 10"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 81,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "15"
-      ]
-     },
-     "execution_count": 81,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "np.sum(np.array(intensities) > 10)"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.2"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": false,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": true
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}