Machine Learning > XAI

Providing insight, explanations, and interpretability to machine learning methods.

Collection 185 stars GitHub

A toolkit for XAI which is focused exclusively on tabular data. It implements a variety of data and model evaluation techniques.

SHAP and LIME-based front-end explainer.

A tool for Tensorboard or Notebooks which allows investigating model performance and fairness.

A Python module for using Shapley Additive Explanations.

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