DOC: fix readme and write precisions on contributing.rst

CONTRIBUTING.rst

@@ -23,7 +23,7 @@ The typical workflow for contributing to `mapie` is:
 Local setup
 -----------
 
-We encourage you to use a virtual environment. You'll want to activate it every time you want to work on `mapie`.
+We encourage you to use a virtual environment, with Python `3.7`, `3.8`, `3.9` or `3.10`. You'll want to activate it every time you want to work on `mapie`.
 
 You can create a virtual environment via ``conda``:
 
@@ -38,7 +38,13 @@ Alternatively, using ``pip``, create a virtual environment and install dependenc
 
     $ pip install -r requirements.dev.txt
 
-Finally, install `mapie` in development mode:
+If you work on Mac, you may have to install libomp manually in order to install LightGBM:
+
+.. code-block:: sh
+
+    $ brew install libomp
+
+Finally, install ``mapie`` in development mode:
 
 .. code-block:: sh
 

README.rst

@@ -160,7 +160,7 @@ The full documentation can be found `on this link <https://mapie.readthedocs.io/
 You are welcome to propose and contribute new ideas.
 We encourage you to `open an issue <https://github.com/scikit-learn-contrib/MAPIE/issues>`_ so that we can align on the work to be done.
 It is generally a good idea to have a quick discussion before opening a pull request that is potentially out-of-scope.
-For more information on the contribution process, please go `here <CONTRIBUTING.rst>`_.
+For more information on the contribution process, please go `here <https://github.com/scikit-learn-contrib/MAPIE/blob/master/CONTRIBUTING.rst>`_.
 
 
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