Open Source AI Tools

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

⬛ Python Individual Conditional Expectation Plot Toolbox

Comparing fairness-aware machine learning techniques.

The official Syft worker for Web and Node, built in Javascript

Research code for auditing and exploring black box machine-learning models.

A library that implements fairness-aware machine learning algorithms

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999

Themis™ is a software fairness tester.

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰