fairness topic

Identify bias and measure fairness of your data

synthesized-io

Data+code for NFT launch guide blogpost.

Anish-Agnihotri

A Python package to facilitate research on building and evaluating automated scoring models.

EducationalTestingService

Modular Python Toolbox for Fairness, Accountability and Transparency Forensics

fat-forensics

Flexible tool for bias detection, visualization, and mitigation

ModelOriented

Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.

aws

PyTorch package to train and audit ML models for Individual Fairness

IBM

Papers and online resources related to machine learning fairness

brandeis-machine-learning

Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021

newlei

A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.

romanlutz