smac.facade.smac_bohb_facade module

class smac.facade.smac_bohb_facade.BOHB4HPO(**kwargs: Any)[source]

Bases: smac.facade.smac_hpo_facade.SMAC4HPO

Facade to use BOHB i.e., SMAC with a Hyperband intensifier for hyperparameter optimization

see smac.facade.smac_Facade for API This facade overwrites options available via the SMAC facade

logger
stats
Type

Stats

solver
Type

SMBO

runhistory

List with information about previous runs

Type

RunHistory

trajectory

List of all incumbents

Type

list

Constructor see ~smac.facade.smac_facade for documentation