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bias-detection

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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.

  • Updated Dec 10, 2024
  • Python

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

  • Updated Jun 18, 2024
  • Python
Open-Sentencing

To help public defenders better serve their clients, Open Sentencing shows racial bias in data such as demographics providing insights for each case

  • Updated Feb 17, 2022

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