SHAP Files

What's Changed

NOTE: this is the last release supporting Python 3.9 AND Python 3.10. From v0.50.0 onwards, we'll only support Python 3.11 and above.

• Add support for categorical splits in C++ library by @nqviller in https://github.com/shap/shap/pull/4171
• Add options to customize the color bar of the violin plot by @FanwangM in https://github.com/shap/shap/pull/4119

Other Changes

• plots.image show labels for every row if provided by @julesvanrie in https://github.com/shap/shap/pull/4113
• use nbtest by @CloseChoice in https://github.com/shap/shap/pull/4143
• Added Support for PyTorch Flaten by @RoyiAvital in https://github.com/shap/shap/pull/4148
• Update .save() and .load() methods to remove AttributeError in Explainer and Serializer by @oscarl77 in https://github.com/shap/shap/pull/4155
• fix for missing objective error for LGBMRegressor by @imatiach-msft and @CloseChoice in https://github.com/shap/shap/pull/1063
• Fix potential TypeError in numeric feature branch by adding string conversion for feature names [#4150] by @YunyuG in https://github.com/shap/shap/pull/4159
• Improve Coalition Explainer User Guidance and Fix Tree Building by @EnzoFanAccount in https://github.com/shap/shap/pull/4116

New Contributors

• @diego-pm made their first contribution in https://github.com/shap/shap/pull/4110
• @julesvanrie made their first contribution in https://github.com/shap/shap/pull/4113
• @Helias made their first contribution in https://github.com/shap/shap/pull/4141
• @oscarl77 made their first contribution in https://github.com/shap/shap/pull/4155
• @FanwangM made their first contribution in https://github.com/shap/shap/pull/4119
• @YunyuG made their first contribution in https://github.com/shap/shap/pull/4159
• @EnzoFanAccount made their first contribution in https://github.com/shap/shap/pull/4116
• @nqviller made their first contribution in https://github.com/shap/shap/pull/4171

Full Changelog: https://github.com/shap/shap/compare/v0.48.0...v0.49.0