climb.tool.impl.data_suite.third_party.uq360.algorithms.layer_scoring package¶

Submodules¶

climb.tool.impl.data_suite.third_party.uq360.algorithms.layer_scoring.aklpe module¶

climb.tool.impl.data_suite.third_party.uq360.algorithms.layer_scoring.knn module¶

climb.tool.impl.data_suite.third_party.uq360.algorithms.layer_scoring.latent_scorer module¶

class climb.tool.impl.data_suite.third_party.uq360.algorithms.layer_scoring.latent_scorer.LatentScorer(model=None, layer=None)[source]¶

Bases: PostHocUQ, ABC

PostHoc Uncertainty Quantification base class for analyzing latent representations of data from a model

fit(X, *args, **kwargs)[source]¶

get_latents(X)[source]¶

predict(X, *args, **kwargs)[source]¶: Method to obtain the predicitve uncertainty, this can return the total, epistemic and/or aleatoric uncertainty in the predictions.

climb.tool.impl.data_suite.third_party.uq360.algorithms.layer_scoring.mahalanobis module¶

Module contents¶