deepchecks.tabularΒΆ

Package for tabular functionality.

Modules

checks

Module importing all tabular checks.

suites

Module contains all prebuilt suites.

datasets

Module for working with pre-built datasets.

Classes

Dataset

Dataset wraps pandas DataFrame together with ML related metadata.

Context

Contains all the data + properties the user has passed to a check/suite, and validates it seamlessly.

Suite

Tabular suite to run checks of types: TrainTestCheck, SingleDatasetCheck, ModelOnlyCheck.

SingleDatasetCheck

Parent class for checks that only use one dataset.

TrainTestCheck

Parent class for checks that compare two datasets.

ModelOnlyCheck

Parent class for checks that only use a model and no datasets.

ModelComparisonContext

Contain processed input for model comparison checks.

ModelComparisonCheck

Parent class for check that compares between two or more models.

ModelComparisonSuite

Suite to run checks of types: CompareModelsBaseCheck.