A Python package to assess and improve fairness of machine learning models.
Everything about class-imbalanced/long-tail learning: papers, codes, fra...
Tensorflow's Fairness Evaluation and Visualization Toolkit
WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a frame...
Code for using CDEP from the paper "Interpretations are useful: penalizi...
Code accompanying our papers on the "Generative Distributional Control" ...
Train Gradient Boosting models that are both high-performance *and* Fair!
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learnin...
Flexible tool for bias detection, visualization, and mitigation
FairPut - Machine Learning Fairness Framework with LightGBM — Explainabi...
Fairness Aware Machine Learning. Bias detection and mitigation for datas...
Tilted Empirical Risk Minimization (ICLR '21)
Talks & Workshops by the CODAIT team
Fair Empirical Risk Minimization (FERM)
Julia Toolkit with fairness metrics and bias mitigation algorithms