zoo.automl.search package¶

Submodules¶

zoo.automl.search.RayTuneSearchEngine module¶

zoo.automl.search.abstract module¶

class zoo.automl.search.abstract.BayersianOpt[source]¶: Bases: object

exception zoo.automl.search.abstract.GoodError[source]¶: Bases: Exception

class zoo.automl.search.abstract.GridSearch(values)[source]¶: Bases: object

class zoo.automl.search.abstract.RandomSample(func)[source]¶: Bases: object

class zoo.automl.search.abstract.SearchEngine[source]¶

Bases: abc.ABC

Abstract Base Search Engine class. For hyper paramter tuning.

get_best_trials(k)[source]¶: Get the best trials from . :param k: trials to be selected :return: the config of best k trials

run()[source]¶: Run the trials with searched parameters :return:

class zoo.automl.search.abstract.TrialOutput(config, model_path)[source]¶: Bases: object

Module contents¶