DistributionΒΆ

Module containing all data distribution checks.

Classes

TrustScoreComparison

Compares the model's trust score for the train dataset with scores of the test dataset.

TrainTestFeatureDrift

Calculate drift between train dataset and test dataset per feature, using statistical measures.

WholeDatasetDrift

Calculate drift between the entire train and test datasets using a model trained to distinguish between them.

TrainTestLabelDrift

Calculate label drift between train dataset and test dataset, using statistical measures.