syne_tune.optimizer.schedulers.searchers.utils.hp_ranges_factory module

syne_tune.optimizer.schedulers.searchers.utils.hp_ranges_factory.make_hyperparameter_ranges(config_space, name_last_pos=None, value_for_last_pos=None, active_config_space=None, prefix_keys=None)

Default method to create HyperparameterRanges from config_space

Parameters:

• config_space (Dict) – Configuration space

• name_last_pos (Optional[str]) – See HyperparameterRanges, optional

• value_for_last_pos – See HyperparameterRanges, optional

• active_config_space (Optional[Dict]) – See HyperparameterRanges, optional

• prefix_keys (Optional[List[str]]) – See HyperparameterRanges, optional

Return type:

HyperparameterRanges

Returns:

New object