shap/shap v0.44.0

on GitHub

This release contains a number enhancements and bug fixes.

What's Changed

Added

• Faster and more stable linear solver in KernelShap by @lorentzenchr in #3271
• Enabled passing of ax to group_difference() plot by @mtlulka in #3355
• Added support for Explanation.display_data in bar plot by @fountaindive in #3386
• Improved build messages when building from source by @connortann in #3403

Fixed

• Fixed CatboostClassifier explanations with feature interactions on Windows by @CloseChoice in #3325
• Fixed passing of Xgboost model parameters to xgboost.DMatrix by @vancromy in #3314
• Explicit specification of xgboost>=1.4 constraint by @mtlulka in #3352
• Fixed conversion of DMatrix to CSR matrix by @thatlittleboy in #3359
• Removed deprecated use_line_collection in dependence_plot by @CloseChoice in #3369
• Fixed bug relating to array reshaping in scatter plots by @SomeUserName1 in #2799

Documentation

• A large number of example notebooks fixed and updated by @connortann, @znacer , @thatlittleboy, @CloseChoice and @stompsjo

New Contributors

• @vancromy made their first contribution in #3314
• @lorentzenchr made their first contribution in #3271
• @mtlulka made their first contribution in #3352
• @fountaindive made their first contribution in #3386
• @SomeUserName1 made their first contribution in #2799
• @stompsjo made their first contribution in #3391

Full Changelog: v0.43.0...V0.44.0