experiments.experiment_utils.prep_data_for_fairlearn

prep_data_for_fairlearn(spec, results_dir, trial_i, data_frac, datagen_method, fairlearn_sensitive_feature_names, verbose)

Utility function for preparing features and labels for a given fairlearn trial.

Parameters:

• spec – A seldonian.spec.Spec object.

• results_dir (str) – The directory in which results are saved for this trial

• trial_i (int) – Trial index

• data_frac (float) – data fraction

• datagen_method – Method for generating the trial datasets.

• fairlearn_sensitive_feature_names – List of names of the sensitive attributes that fairlearn will use.