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
- Enhanced Explainability: Display Prediction Correctness in Contribution Plot
- Migration to Dash >= 3.0.0
- Migrate Shapash documentation from Sphinx to MkDocs
- Shapley-Based Correlation Matrix
- Remove constraint on `scikit-learn <1.6.0` due to `category-encoders` incompatibility with Python 3.9
- Compatibility with Polars ?
- ruff warnings are ignored
- contribution of NaN value doesn't work if the feature is numeric
- Filters on additional data with missing values doesn't work in webapp
- Stuck at loading page
- Docs
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