Bump shap from 0.42.1 to 0.43.0

[dependabot[bot]]

Bumps shap from 0.42.1 to 0.43.0.

Release notes

Sourced from shap's releases.

v0.43.0

What's Changed

This release contains a number of bug fixes and improvements.

Following the NEP 29 deprecation policy, this release drops support for python 3.7 and will be the last major release to support python 3.8.

Breaking changes

• Removed the deprecated Boston dataset by @​thatlittleboy in shap/shap#3316
• The shape of Explanation.base_values has been standardised between different TreeExplainer models to always be of shape (N,) and not (N,1). By @​thatlittleboy in shap/shap#3121

Added

• Added additivity check to Pytorch DeepExplainer (activated by default) by @​noxthot in shap/shap#3265
• Added flag to allow the printing of the mean SHAP value in the legend of a multi-output bar plot. By @​101AlexMartin in shap/shap#3062
• Added heatmap and violin plot to top-level API by @​connortann in shap/shap#3157
• Replaced all tqdm imports with tqdm.auto by @​owenlamont in shap/shap#3199

Fixed

• Fixed segmentation faults on MacOS with lightgbm tests (with newer libomp versions) by @​thatlittleboy in shap/shap#3093
• Support LightGBM ensemble containing single leaf trees (stump) by @​thatlittleboy in shap/shap#3094
• Fixed conversion DataFrame to ndarray for Explanation.data by @​danieleongari in shap/shap#3131
• Fixed waterfall plot on explanations of sklearn tree models by @​connortann in shap/shap#3138
• Fixed pandas input for gradient explainer by @​Koen-Git in shap/shap#3153
• Fixed slicing of feature_names in Explanation objects with square .values by @​thatlittleboy in shap/shap#3126
• Correct xlim in force_matplotlib in cases where the signs of force are all the same by @​zaburo-ch in shap/shap#2839
• Fixed ngboost explanations when col_sample < 1 by @​CloseChoice in shap/shap#3294
• Fixed torch additivity check in PyTorch DeepExplainer by @​noxthot in shap/shap#3281
• Replaced print statements with warnings in DeepExplainer by @​znacer in shap/shap#3264
• Replace deprecated register_backward_hook() by @​noxthot in shap/shap#3259
• Fixed deprecated use of xgboost early_stopping_rounds by @​CloseChoice in shap/shap#3306
• Fixed 3rd party deprecation warnings: numba, xgboost, typing, distutils by @​connortann in shap/shap#3084
• Updated the Javascript bundle to update deprecated dependencies by @​connortann in shap/shap#2974

There have also been a large number of improvements to the tutorials and examples, by @​connortann, @​znacer, @​arshiaar, @​thatlittleboy, @​dsgibbons, @​owenlamont and @​CloseChoice

New Contributors

• @​101AlexMartin made their first contribution in shap/shap#3062
• @​znacer made their first contribution in shap/shap#3112
• @​danieleongari made their first contribution in shap/shap#3131
• @​Koen-Git made their first contribution in shap/shap#3153
• @​pre-commit-ci made their first contribution in shap/shap#3173
• @​owenlamont made their first contribution in shap/shap#3199
• @​arshiaar made their first contribution in shap/shap#3201
• @​dsgibbons made their first contribution in shap/shap#3200
• @​noxthot made their first contribution in shap/shap#3265
• @​zaburo-ch made their first contribution in shap/shap#2839
• @​CloseChoice made their first contribution in shap/shap#3282

Full Changelog: https://github.com/shap/shap/compare/v0.42.1...v0.43.0

Commits

• 4316c41 DOCS: Apply Ruff and Black to image_examples (#3300)
• c0bb3c9 Bump version to 0.43.0 (#3296)
• 3ec6d1d refactor: remove boston dataset as promised (#3316)
• e57ddf8 refactor: raise error during init if masker is None for PermutationExplainer ...
• 799079e MAINT: Add release note template (#3297)
• 5121282 Fix deprecated use of xgboost early_stopping_rounds (#3306)
• 8f41a7e MAINT: Get tests passing with XGBoost 2.0 in test suite (#3257)
• 4a15b1c use small bart model (#3309)
• a8efcc8 DOCS: Fix precommit regex statement, and lint remaining tabular examples (#3298)
• bc65544 DOCS: refactor census income classification notebook (#3303)
• Additional commits viewable in compare view

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[isaacmg]

Something changed in SHAP so it no longer works.

[dependabot[bot]]

Superseded by #722.