dataeval.metadata

Explanatory functions using metadata and additional features such as ood or drift

Functions

find_most_deviated_factors(metadata_ref, metadata_tst, ood)

Determine greatest deviation in metadata features per out of distribution sample in test metadata.

find_ood_predictors(metadata, ood)

Computes mutual information between a set of metadata features and per sample out-of-distribution flags.