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v1.1.1 (2024-11-13)

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@mmschlk mmschlk released this 13 Nov 11:35
· 29 commits to main since this release
v1.1.1
49fa949
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Learn about vigilant mode.

Improvements and Ease of Use

  • adds a class_index parameter to TabularExplainer and Explainer to specify the class index to be explained for classification models #271 (renames class_label parameter in TreeExplainer to class_index)
  • adds support for PyTorch models to Explainer #272
  • adds new tests comparing shapiq outputs for SVs with alues computed with shap
  • adds new tests for checking shapiq explainers with different types of models

Bug Fixes

  • fixes a bug that RandomForestClassifier models were not working with the TreeExplainer #273
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