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aif360

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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.

Installation

To install this package, run one of the following:

Conda
$conda install powerai::aif360

Usage Tracking

0.2.2
1 / 8 versions selected
Downloads (Last 6 months): 0

Description

The AI Fairness 360 toolkit is an open-source library to help detect and remove bias in machine learning models. The AI Fairness 360 Python package includes a comprehensive set of metrics for datasets and models to test for biases, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

About

Summary

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.

Last Updated

Nov 21, 2019 at 21:08

License

Apache License 2.0

Total Downloads

673

Supported Platforms

noarch