probly.evaluation.ood

Unified OOD evaluation API for probly.

Functions

evaluate_ood	Unified OOD evaluation API.
out_of_distribution_detection_aupr	Perform out-of-distribution detection using AUPR.
out_of_distribution_detection_auroc	Perform out-of-distribution detection using prediction functionals.
out_of_distribution_detection_fnr_at_x_tpr	Perform out-of-distribution detection using false negative rate at a given true positive rate.
out_of_distribution_detection_fpr_at_x_tpr	Perform out-of-distribution detection using false positive rate at a given true positive rate.
parse_dynamic_metric	Parse dynamic metric specification.
visualize_ood	Generate visualization plots from OOD scores.