github shap/shap v0.38.0

latest releases: v0.45.0, v0.44.1, v0.44.0...
3 years ago

This release contains improved support for explanations of transformer text models and support for the new Explanation object based API. Specific improvements include:

  • Transformer model support in the Text explainer courtesy of @ryserrao
  • Interventional Tree explainer GPU support courtesy of @RAMitchell
  • Image captioning model support courtesy of @anusham1990
  • Benchmarking improvements courtesy of @maggiewu19
  • New text and image visualizations courtesy of @vivekchettiar
  • New explainer serialization support courtesy of @vivekchettiar
  • Bug fixes for Linear explainer and the new API courtesy of @heimengqi
  • Fix for categorical plots courtesy of @jeffreyftang
  • CUDA support improvements courtesy of @JohnZed
  • Support for econML model courtesy of @vasilismsr
  • Many other bug fixes and API improvements.

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