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@riedgar-ms riedgar-ms released this 06 Feb 23:47
· 296 commits to main since this release
c931032
  • Add CorrelationRemover preprocessing technique. This removes correlations
    between sensitive and non-sensitive features while retaining as much information
    as possible
  • Add control_features to the classification moments. These allow for data
    stratification, with fairness constraints enforced within each stratum, but
    not between strata
  • Update make_derived_metric() to use MetricFrame
  • Assorted small documentation fixes