Open Source AI Tools

The core library of differential privacy algorithms powering the OpenDP Project.

Toolbox for diagnosing bias in machine learning models

Tensorflow's Fairness Evaluation and Visualization Toolkit

Microsoft SEAL 4.X For Python

detect demographic differences in the output of machine learning models or other assessments

Fairness evaluation environment for machine learning

A command line tool to easily add an ethics checklist to your data science projects.

Low-level Python library used to interact with a Substra network

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.

Python code for training fair logistic regression classifiers.

Python Accumulated Local Effects package