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Search results for machine learning discrimination

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7 search results found

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.

Fair Classification ⭐ 144

Python code for training fair logistic regression classifiers.

This is a collection of papers and other resources related to fairness.

Machine Learning Ethics References ⭐ 54

List of references about Machine Learning bias and ethics

Responsibleai ⭐ 34

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.

Fairness ⭐ 27

R package for computing and visualizing fair ML metrics

Seismic Features For Machine Learning ⭐ 11

This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.

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