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
- Upgrade to Dash >= 3.0.0
- fix(smartpredictor): replace asserts with raise + accept extension dtypes
- New notebooks examples
- Add version metadata to SmartPredictor save/load for production deployment safety
- Feature/report panel
- fix(report): write HTML export as utf-8
- Encoding error on Windows when generating report
- Improve confusion matrix readability on imbalanced data
- Bug: Confusion matrix misinterprets integer class labels as continuous range
- Bug: Confusion matrix color scale not adapted for imbalanced datasets
- Docs
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