ethicml

The main namespace.

This namespace contains utilities and data structures.

• Data preprocessing
  • BalancedTestSplit
  • BiasedDebiasedSubsets
  • BiasedSubset
  • DataSplitter
  • LabelBinarizer
  • ProportionalSplit
  • RandomSplit
  • ScalerType
  • SequentialSplit
  • bin_cont_feats()
  • dataset_from_cond()
  • domain_split()
  • get_biased_and_debiased_subsets()
  • get_biased_subset()
  • query_dt()
  • scale_continuous()
  • train_test_split()
• Utils
  • Activation
  • ClassifierType
  • DataTuple
  • FairnessType
  • Heaviside
  • KernelType
  • LabelTuple
  • ModelType
  • Prediction
  • ResultsAggregator
  • SoftPrediction
  • SubgroupTuple
  • TrainTestPair
  • TrainValPair
  • aggregate_results()
  • concat()
  • filter_and_map_results()
  • filter_results()
  • make_results()
  • map_over_results_index()
  • shuffle_df()
  • undo_one_hot()
  • Aliases