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