ood#

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

Detector Classes#

OOD_AE(model[, device])

Autoencoder based out-of-distribution detector.

Output Classes#

OODOutput(is_ood, instance_score, feature_score)

Output class for predictions from OOD_AE, OOD_AEGMM, OOD_LLR, OOD_VAE, and OOD_VAEGMM out-of-distribution detectors

OODScoreOutput(instance_score[, feature_score])

Output class for instance and feature scores from OOD_AE, OOD_AEGMM, OOD_LLR, OOD_VAE, and OOD_VAEGMM out-of-distribution detectors