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automatic shap explanation in pipeline #46

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LionelMassoulard opened this issue Mar 19, 2020 · 0 comments
Open

automatic shap explanation in pipeline #46

LionelMassoulard opened this issue Mar 19, 2020 · 0 comments

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@LionelMassoulard
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Make shap explanation work will with a pipeline

gfournier pushed a commit that referenced this issue Apr 2, 2020
* 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 added a commit that referenced this issue 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 <[email protected]>
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