Formatting.

source/Input_Output.rst

@@ -14,7 +14,7 @@ Exercise
 --------
 
 Write a function that takes the path of file as parameter
-and display it's content on the screen.
+and displays it's content on the screen.
 
 We expect the same behavior as the shell ``cat`` command.
 
@@ -87,7 +87,7 @@ Write sequences with 80 aa/line
 Exercise
 --------
 
-we ran a blast with the folowing command *blastall -p blastp -d uniprot_sprot -i query_seq.fasta -e 1e-05 -m 8 -o blast2.txt*
+We ran a blast with the following command *blastall -p blastp -d uniprot_sprot -i query_seq.fasta -e 1e-05 -m 8 -o blast2.txt*
 
 -m 8 is the tabular output. So each fields is separate to the following by a '\t' 
 
@@ -120,7 +120,7 @@ Hint:
 ^^^^^
 
 Use the module csv in python https://docs.python.org/3/library/csv.html#module-csv
-use a reader like below ::
+Use a reader, as follows::
 
  >>> reader = csv.reader(input, quotechar='"')
 
@@ -140,6 +140,7 @@ use the file :download:`abcd.fasta <_static/data/abcd.fasta>` to test your code.
 
 solution 1
 ^^^^^^^^^^
+
 .. literalinclude:: _static/code/multiple_fasta_reader.py
    :linenos:
    :language: python
@@ -148,6 +149,7 @@ solution 1
 
 solution 2
 ^^^^^^^^^^
+
 .. literalinclude:: _static/code/multiple_fasta_reader2.py
    :linenos:
    :language: python
@@ -156,6 +158,7 @@ solution 2
 
 solution 3
 ^^^^^^^^^^
+
 .. literalinclude:: _static/code/fasta_iterator.py
    :linenos:
    :language: python
@@ -168,19 +171,19 @@ if the file is huge (>G0) it can be a problem.
 The third version allow to red sequences one by one.
 To do that we have to open the file outside the reader function
 The fasta format is very convenient for human but not for parser.
-The end of a sequence is indicated by the end of file or the begining of a new one.
+The end of a sequence is indicated by the end of file or the beginning of a new one.
 So with this version we have play with the cursor to place the cursor backward
-when we encouter a new sequence. then the cursor is placed at the right place
+when we encounter a new sequence. Then the cursor is placed at the right place
 for the next sequence.
 
 
 The third version  is an iterator and use generator.
-generators are functions which keep a state between to calls.
-generators does not use return to return a value but the keyword yield.
-Thus this implementation retrun sequence by sequence without to play with the cursor.
+Generators are functions which keep a state between to calls.
+Generators do not use return to return a value but the keyword yield.
+Thus this implementation return sequence by sequence without to play with the cursor.
 You can call this function and put in in a loop or call next.
 Work with the sequence and pass to the next sequence on so on.
-for instance which is a very convenient way to use it: ::
+For instance which is a very convenient way to use it::
 
    for seq in fasta_iter('my_fast_file.fasta'):
       print seq