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- Fit interpretable models. Explain blackbox machine learning.
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
- Generate Diverse Counterfactual Explanations for any machine learning model.
interpretml.github.io
Publicslicer
Publicinterpret-text
PublicA library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.governance
PublicfastSparse
Publicgam-changer
PublicEditing machine learning models to reflect human knowledge and valueskdd2022-tutorial
Public