mlos_core.optimizers.OptimizerType

class mlos_core.optimizers.OptimizerType(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)

Enumerate supported MlosCore optimizers.

__init__(*args, **kwds)
FLAML = <class 'mlos_core.optimizers.flaml_optimizer.FlamlOptimizer'>

An instance of FlamlOptimizer class will be used.

RANDOM = <class 'mlos_core.optimizers.random_optimizer.RandomOptimizer'>

An instance of RandomOptimizer class will be used.

SMAC = <class 'mlos_core.optimizers.bayesian_optimizers.smac_optimizer.SmacOptimizer'>

An instance of SmacOptimizer class will be used.