def _child_instantiate_optimiser(cls,
func_caller,
worker_manager,
options=None,
reporter=None):
""" Instantiates a MFGP bandit in Euclidean space. """
return gp_bandit.EuclideanGPBandit(func_caller,
worker_manager,
is_mf=True,
options=options,
reporter=reporter)
def _child_instantiate_optimiser(cls,
func_caller,
worker_manager,
options=None,
reporter=None):
""" Instantiates an additive GP bandit in Euclidean space. """
if options is None:
opt_args = gp_bandit.get_all_gp_bandit_args_from_gp_args(
euclidean_gp_args)
options = load_options(opt_args)
options.use_additive_gp = True
return gp_bandit.EuclideanGPBandit(func_caller,
worker_manager,
is_mf=False,
options=options,
reporter=reporter)