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Top 4 bias-detection open source projects

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

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data-science front-end frontend hacktoberfest justice front-end-development techforgood bias-detection call-for-code allyship justice-system blacklivesmatter racial-justice sentencing-data hacktoberfest2021 racial-disparities sentencing-guidelines civil-hacking publicdefenders

bias-in-credit-models

Examples of unfairness detection for a classification-based credit model

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Jupyter Notebook python fairness bias-correction ethical-data-science fairness-testing bias-detection fairness-ai

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

wefe

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!

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python nlp library word-embeddings nlp-library bias-reduction bias-detection fairness-ai fairness-ml word-embedding-evaluation word-embedding-fairness

1-4 of 4 bias-detection projects