Open Source AI Tools

⬛ 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 🔎🤖🧰

Modular Python Toolbox for Fairness, Accountability and Transparency Forensics

PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.

Differential privacy for computer vision

Testing tool for discovering unfair bias in machine learning models