docs

API Overview

Modules

• list_searcher: Helper class to support passing a
• tune_basesearch: Parent class for a cross-validation interface
• tune_gridsearch: Class for doing grid search over lists of hyperparameters
• tune_search: Class for cross-validation over distributions of hyperparameters
• utils

Classes

• list_searcher.ListSearcher: Custom search algorithm to support passing in a list of
• list_searcher.RandomListSearcher: Custom search algorithm to support passing in a list of
• tune_basesearch.TuneBaseSearchCV: Abstract base class for TuneGridSearchCV and TuneSearchCV
• tune_gridsearch.TuneGridSearchCV: Exhaustive search over specified parameter values for an estimator.
• tune_search.TuneSearchCV: Generic, non-grid search on hyper parameters.
• utils.EarlyStopping: An enumeration.

Functions

• tune_basesearch.resolve_early_stopping
• utils.check_error_warm_start
• utils.check_is_pipeline
• utils.check_partial_fit
• utils.check_warm_start_ensemble
• utils.check_warm_start_iter
• utils.get_early_stop_type
• utils.is_tune_grid_search: Checks if obj is a dictionary returned by tune.grid_search.
• utils.resolve_logger_callbacks

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