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
- Fix Date Filtering and Improve Boolean Type Handling in Shapash Webapp
- Boolean type check fails due to numpy.bool_ in pandas column
- Enhanced Explainability: Display Prediction Correctness in Contribution Plot
- Migration to Dash >= 3.0.0
- Adding plot_shapley_projection function to the plot_evaluation_metrics.py file.
- Migrate Shapash documentation from Sphinx to MkDocs
- Webapp Filter Not Working on Date Columns
- Ability to Reorder Additional Data in Shapash Monitor
- Shapley-Based Visualization for Prediction Analysis
- Shapley-Based Correlation Matrix
- Docs
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