Probatus

Latest version: v3.1.2

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1.8.0

Improvements in this release:
- Implemented EarlyStoppingShapRFECV 108
- Added support for Python 3.9 132

1.7.1

Improvements in this release:
- Add error if model pipeline passed to SHAP 129
- Fixed PSI bug with empty bins 116
- Unit tests are run daily 113
- TreeBucketer has been refactored 124
- Fixes to failing test pipeline 120
- Improving language in docs 109, 107

1.7.0

Improvements in this release:
- Create a comparison of imputation strategies 86
- Added support for passing check_additivity argument 103
- Range of code styling issues fixed, based on precommit config 100
- Renamed TreeDependencePlotter to DependencePlotter and exposed the docs 94
- Enable instalation of extra dependencies 97
- Added how to notebook to ensure reproducibility 99
- Description of vision of probatus 91

1.6.2

Improvements in this release:
- Bugfix, allow passing kwargs to dependence plot in ShapModelInterpreter 90

1.6.1

Improvements in this release:
- ShapRFECV supports all sklearn compatible search CVs. 76 49

1.6.0

Improvements in this release:
- Added features list to README 53
- Added docs for sample row functionality 54
- Added 'open in colab' badges to tutorial notebooks 56
- Deploy documentation on release 47
- Added columns_to_keep for shap feature elimination 63
- Updated docs for usage of columns to keep functionality in SHAPRFECV 66
- Added shap support for linear models 69
- Installed probatus in colab notebooks 80
- Minor infrastructure tweaks 81

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