fairness topic
Fairness.jl
Julia Toolkit with fairness metrics and bias mitigation algorithms
aequitas
Fairness regulator and rate limiter
fairness
R package for computing and visualizing fair ML metrics
FairGNN
A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (WSDM 2021)
doro
Distributional and Outlier Robust Optimization (ICML 2021)
verifyml
Open-source toolkit to help companies implement responsible AI workflows.
fairgbm
Train Gradient Boosting models that are both high-performance *and* Fair!
awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
FairRecSys
Python scripts for studying bias in recommender systems
FairRecSys
[Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)