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
- Remove constraint on `scikit-learn <1.6.0` due to `category-encoders` incompatibility with Python 3.9
- Incompatibility with NumPy 2.0
- SmartExplainer: sometimes can not handle input data that have more than 5 variables
- Improve Shapash usability with non-compatible models
- Add possibility of using multiple models
- Compatibility issue re: numba.jit nopython keyword argument
- Reference for the metrics
- Shapash Webapp displays incorrect plot when server process > 1
- Support MultiIndex in the Web App
- Usage of Shapash for Deep Learning models
- Docs
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