probatus 1.8.8

Improvements in this release:

• Added support for XGBoost and Catboost models in ShapRFECV #175

probatus 1.8.7

Improvements in this release:

• Added support for early stopping in new lightgbm version #164

probatus 1.8.6

Improvements in this release:

• Added alpha parameter to DependencePlotter #162

probatus 1.8.5

Improvements in this release:

• Docs and docstrings improvements for stats tests #158

probatus 1.8.4

Improvements in this release:

• Fix the bug in the Shap Dependence Plot #153
• Add HowTo guide for using grouped data #154

probatus 1.8.3

Improvements in this release:

• Fix p-value calculation in PSI #142

probatus 1.8.2

Improvements in this release:

• Fix catboost bug when calculating SHAP values #147
• Supply eval_sample_weight for fit in EarlyStoppingShapRFECV #144
• Remove codecov.io #145
• Remove sample_row from probatus #140

probatus 1.8.1

Improvements in this release:

• Enable use of sample_weight in ShapRFECV and EarlyStoppingShapRFECV #139
• Fix bug in EarlyStoppingShapRFECV #139
• Fix issue with categorical features in SHAP #138
• Missing values handled by autodist #126
• Fix issue with missing histogram in DependencePlot #137

probatus 1.8.0

Improvements in this release:

• Implemented EarlyStoppingShapRFECV #108
• Added support for Python 3.9 #132

probatus 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