v0.6.0
- 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 useMetricFrame
- Assorted small documentation fixes