shapash
https://github.com/maif/shapash
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Shapash makes Machine Learning models transparent and understandable by everyone
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- Issues
- Bug: Confusion matrix misinterprets integer class labels as continuous range
- Bug: Confusion matrix color scale not adapted for imbalanced datasets
- Add Contributions Projection Plot to the Shapash HTML Report
- Simplify color personalization
- Extend Local Plot to Support Subset of Selected Instances
- ⭐ How did you find Shapash?
- Enhanced Explainability: Display Prediction Correctness in Contribution Plot
- Migrate Shapash documentation from Sphinx to MkDocs
- Shapley-Based Correlation Matrix
- Compatibility with Polars ?
- Docs
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