fairness-ml topic

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in ca...

dccuchile

Code accompanying our papers on the "Generative Distributional Control" framework

naver

Talks & Workshops by the CODAIT team

CODAIT

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

firmai

Flexible tool for bias detection, visualization, and mitigation

ModelOriented

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

aws

Papers and online resources related to machine learning fairness

brandeis-machine-learning

Julia Toolkit with fairness metrics and bias mitigation algorithms

ashryaagr

Fair Empirical Risk Minimization (FERM)

jmikko

R package for computing and visualizing fair ML metrics

kozodoi