v0.6.0#
Add
fairlearn.preprocessing.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 usefairlearn.metrics.MetricFrame
Assorted small documentation fixes