deepchecks.utils#

Package for utilities routines.

Modules

array_math

Utils module with methods for fast calculations.

correlation_methods

Module containing methods for calculating correlation between variables.

dataframes

Contain functions for handling dataframes in checks.

decorators

Module with usefull decorators.

dict_funcs

Contain common functions on dictionaries.

display

Module with display utility functions.

docref

Documentation reference utilities.

function

Contain functions for handling function in checks.

gower_distance

Module for calculating distance matrix via Gower method.

html

Module with display utility functions.

ipython

Utils module containing useful global functions.

json_utils

Module with common utilities routines for serialization subpackage.

logger

Contain functions for configuring the deepchecks logger.

metrics

Utils module with methods for general metrics.

model

module for model functions utils.

outliers

Module containing all outliers algorithms used in the library.

plot

Utils module containing utilities for plotting.

simple_models

Contains simple models used in checks.

single_sample_metrics

Common metrics to calculate performance on single samples.

strings

String functions.

typing

Type definitions.

validation

Objects validation utilities.

wandb_utils

Wandb utils module.