distribution#

Module containing all data distribution checks.

Classes

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.

TrainTestPredictionDrift

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