diff --git a/.gitignore b/.gitignore
index a0df52163eb65967dd17f4b1c3e742713a63c057..9fef84fd7d85ced358246f43c4665aac5f9ae0d3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,3 +6,4 @@
 ### Python ###
 *__pycache__/*
 .ipynb_checkpoints
+*pyc
diff --git a/README.md b/README.md
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 Author: Océane FOURQUET
 
-This project constructs an ensemble model of bidimensional monotonic classifiers [1](https://link.springer.com/article/10.1007/s00453-012-9628-4). In addition to reimplementing an established approach [2](https://academic.oup.com/jid/article/217/11/1690/4911472?login=true) in Python, it integrates a preselection of the pairs of features, reducing drastically the running time of the approach.
+This project constructs an ensemble model of bidimensional monotonic classifiers \[[1](https://link.springer.com/article/10.1007/s00453-012-9628-4)\]. In addition to reimplementing an established approach \[[2](https://academic.oup.com/jid/article/217/11/1690/4911472?login=true)\] in Python, it integrates a preselection of the pairs of features, reducing drastically the running time of the approach.
 
 ## Python and Libraries Versions
 - python 3.9.1