AIM Fairness Library consists of the following compotents
| Component | Description |
|---|---|
| aim_fairness | contains a dataset wrapper for fairness datasets with X-Y-A structure |
| aim_fairness.datasets | consists of dataloaders and preprocessing scripts of various tabular and image fairness datasets |
| aim_fairness.metrics | consists of traditional fairness metrics (e.g. group fairness, confusion matrices, etc) |
| aim_fairness.losses | WIP. consists of widely used fairness regularizers |