Georges Dupret

fixes to install on mac M1 from source

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compiling from source on macos M1 I had to create a symlink in the build directory for installation from source to work: ln -s lib.macosx-12-arm64-cpython-39 lib.macosx-12-arm64-3.9 otherwise I would get:...

I have to go back to commit c454774 to make it work

# Use Shap to evaluate the feature importance in XGBoost models Shap is not available from the sklearn API to XGBoost so I added a wrapper around XGBoost to include...

[ENH] train_test_split doesn't support splitting by group as required for pairwise learning

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Current Situation ================= In Check_if_chose_train_or_test_and_train_model(), if "test" is chosen, the split between train & test is done irrespective of the group the observation belongs to, making it inappropriate for pairwise...

[FEATURE] compute significance for a subset of features

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Description =========== Add the possibility to limit the features to test Reasoning ========= Often some features are obviously important and there is no need to test their contribution. When the...