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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.

  • ai
  • fairness-ai
  • fairness
  • fairness-testing

Code to accompany Advanced Analytics with Spark from O'Reilly Media

Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation.