Python bias-detection

Open-source Python projects categorized as bias-detection
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Topics: Machine Learning Deep Learning Python R Artificial intelligence
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Top 3 Python bias-detection Projects

  • AIF360

    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.

  • ls

    Learning to Split for Automatic Bias Detection (by YujiaBao)

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  • name-ethnicity-classifier

    This repository contains a console-interface name-ethnicity classifier

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source bias-detection projects in Python? This list will help you:

Project Stars
1 AIF360 2,311
2 ls 46
3 name-ethnicity-classifier 12

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