automatic shap explanation in pipeline #46
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gfournier
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* improve doc * read version from package * move notebook and scripts inside docs * massive doc refactoring * doc refactoring continue * ignore all bat from doc * doc refactor * add a stacking notebook * update notebooks * python script to execute_notebooks * downgrade title
gfournier
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Apr 2, 2020
* Fix pandas 1.0 compatibility (#45) * pd.core.algorithm don't exist anymore * compat pandas 1 et pandas 0 * fix test for pandas 1 * change pd.categories handling * fix typo in test * .isnull().sum() doesn't work with sparse input ... * add helper to remove sparse columns * fix na_replacing for sparse columns * test on na_replacing * change requirements to allow pandas 1 * new test for sparse * fix for compat sparse pd 1 * helper to make something sparse * change test for pd1 * fix test * fix conversion if there are categories * add test with RandomTrainTestCv : shows it can't be used with cross_val_predict and cross_validation (#48) * Doc improve3 (#46) * improve doc * read version from package * move notebook and scripts inside docs * massive doc refactoring * doc refactoring continue * ignore all bat from doc * doc refactor * add a stacking notebook * update notebooks * python script to execute_notebooks * downgrade title * Lgbm wrapper (#47) * add a testing of model function * add wrapper * fix typo + comments * create lgbm tests * remove duplicate import * cleanning up * make test optional if no lgbm * typos and spaces * dataframe as input in test * spaces Co-authored-by: Lionel MASSOULARD <lionel.massoulard@sgcib.com>
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Make shap explanation work will with a pipeline
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