shapash
https://github.com/maif/shapash
Jupyter Notebook
Shapash makes Machine Learning models transparent and understandable by everyone
Triage Issues!
When you volunteer to triage issues, you'll receive an email each day with a link to an open issue that needs help in this project. You'll also receive instructions on how to triage issues.
Triage Docs!
Receive a documented method or class from your favorite GitHub repos in your inbox every day. If you're really pro, receive undocumented methods or classes and supercharge your commit history.
Jupyter Notebook not yet supported1 Subscribers
Add a CodeTriage badge to shapash
Help out
- Issues
- ⭐ How did you find Shapash?
- Bug: Remove Pandas < 3.0 constraint
- Bug: Incorrect plot displayed after sorting table rows in Webapp
- Feature Grouping button label is inconsistent with initial state
- 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 ?
- Docs
- Jupyter Notebook not yet supported