Explainability

shapJupyter Notebook

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

Awesome Production Machine Learning

A curated list of awesome open-source libraries for deploying, monitoring, versioning, and scaling production machine learning systems.

privacy-preserving ML

A curated list of awesome open-source libraries for deploying, monitoring, versioning, and scaling production machine learning systems.

shapashJupyter Notebook

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

xaiPython

A Python toolbox for explainable AI, providing tools for data analysis, model evaluation, and bias mitigation in machine learning.