Datasets

aif360.datasets

Base classes

datasets.Dataset(**kwargs)	Abstract base class for datasets.
datasets.StructuredDataset(df, label_names, ...)	Base class for all structured datasets.
datasets.BinaryLabelDataset([...])	Base class for all structured datasets with binary labels.
datasets.StandardDataset(df, label_name, ...)	Base class for every BinaryLabelDataset provided out of the box by aif360.
datasets.RegressionDataset(df, dep_var_name, ...)	Base class for regression datasets.

Common datasets

datasets.AdultDataset([label_name, ...])	Adult Census Income Dataset.
datasets.BankDataset([label_name, ...])	Bank marketing Dataset.
datasets.CompasDataset([label_name, ...])	ProPublica COMPAS Dataset.
datasets.GermanDataset([label_name, ...])	German credit Dataset.
datasets.LawSchoolGPADataset([dep_var_name, ...])	Law School GPA dataset.
datasets.MEPSDataset19([label_name, ...])	MEPS Dataset.
datasets.MEPSDataset20([label_name, ...])	MEPS Dataset.
datasets.MEPSDataset21([label_name, ...])	MEPS Dataset.