dataeval.detectors.ood

Out-of-distribution (OOD) detectors identify data that is different from the data used to train a particular model.

Classes

OOD_AE

Autoencoder based out-of-distribution detector.

OOD_KNN

K-Nearest Neighbors Out-of-Distribution detector.

Output Classes

OODOutput

Output class for predictions from out-of-distribution detectors.

OODScoreOutput

Output class for instance and feature scores from out-of-distribution detectors.