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8 search results found

Awesome Machine Learning Interpretability ⭐ 3,241

A curated list of awesome responsible machine learning resources.

Aif360 ⭐ 2,293

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Fairmodels ⭐ 68

Flexible tool for bias detection, visualization, and mitigation

Fairness ⭐ 27

R package for computing and visualizing fair ML metrics

Multi-Calibration & Multi-Accuracy Boosting for R

Fair Regression ⭐ 15

Code and simulated data for the paper “Fair Regression for Health Care Spending”

Mlr3fairness ⭐ 13

mlr3 extension for Fairness in Machine Learning

Cost Of Fairness ⭐ 6

Replication materials for "Algorithmic decision making and the cost of fairness," by Corbett-Davies et al.

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