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. |