interpretml

Fit interpretable models. Explain blackbox machine learning.

Generate Diverse Counterfactual Explanations for any machine learning model.

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Editing machine learning models to reflect human knowledge and values

A Natural Language Interface to Explainable Boosting Machines