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v0.5.6: boolean features, string class labels, logging and CalibratedClassifier support

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@oegedijk oegedijk released this 06 Feb 21:13
· 17 commits to master since this release
v0.5.6
1a5fc74
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Version 0.5.6:

Bug Fixes

  • Fix FeatureInputComponent range calculation for boolean columns (avoid np.round on bools) and add a regression test.
  • Ensure save_html includes custom tabs by providing a static-export fallback for tabs without a to_html implementation.
  • Support string class labels in ClassifierExplainer by preserving label mappings and avoiding float casts.
  • Support CalibratedClassifierCV by using its fitted base estimator for SHAP (avoids falling back to kernel).

Improvements

  • Replace print statemen
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