Shap

shapJupyter Notebook

A unified Python library for explaining any machine learning model's predictions using Shapley values from game theory.

InterpretMLC++

An open-source Python package for training interpretable glassbox models and explaining blackbox machine learning systems.

shapashJupyter Notebook

A Python library that makes machine learning models interpretable and transparent through user-friendly visualizations and a web application.

AlibiPython

A Python library for explaining machine learning models using black-box, white-box, local, and global interpretation methods.