cotengra.hyper_baytune#

Module Contents#

Functions#

convert_param_to_baytune(param)

Convert a search subspace to baytune form.

baytune_init_optimizers(self, methods, space[, ...])

Set-up the baytune optimizer(s).

baytune_get_setting(self)

Get a setting to trial from one of the baytune optimizers.

baytune_report_result(self, setting, trial, score)

Report the result of a trial to the baytune optimizers.

Attributes#

cotengra.hyper_baytune.BTB_TYPE_TO_HYPERPARAM#
cotengra.hyper_baytune.convert_param_to_baytune(param)#

Convert a search subspace to baytune form.

cotengra.hyper_baytune.baytune_init_optimizers(self, methods, space, sampler='GP', method_sampler='UCB1', sampler_opts=None)#

Set-up the baytune optimizer(s).

Parameters:
cotengra.hyper_baytune.baytune_get_setting(self)#

Get a setting to trial from one of the baytune optimizers.

cotengra.hyper_baytune.baytune_report_result(self, setting, trial, score)#

Report the result of a trial to the baytune optimizers.