smac.facade.smac_mf_facade

Classes

SMAC4MF(**kwargs)

Facade to use SMAC with a Hyperband intensifier for hyperparameter optimization using multiple fidelities.

class smac.facade.smac_mf_facade.SMAC4MF(**kwargs)[source]

Bases: smac.facade.smac_hpo_facade.SMAC4HPO

Facade to use SMAC with a Hyperband intensifier for hyperparameter optimization using multiple fidelities.

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

See also

SMAC4AC

logger
stats
Type

Stats

solver
Type

SMBO

runhistory

List with information about previous runs

Type

RunHistory

trajectory

List of all incumbents

Type

list