astromodule.hp.HyperParameterSet

class HyperParameterSet

Represents a set of concretes HyperParameter instances and handles the registration and access of hyperparameters.

Parameters:

*args: HyperParameter

Any HyperParameter instance created by HP factory

See also

astromodule.hp.HyperParameter

astromodule.hp.CategoricalHyperParameter

astromodule.hp.IntHyperParameter

astromodule.hp.FloatHyperParameter

astromodule.hp.ConstantHyperParameter

astromodule.hp.HP

Methods

add(hp)
check_missing_hp(hps)	Checks if all elements in a given list is in hyperparameters set
clear_values_dict()	Clear last_value property of the HyperParameter, relevant when training with conditional hyperparameters
concat(hyperparameters)	Parses a sequence of dictionaries that represents the hyperparameters
from_dict(d)
get(name[, trial, default, regex])	Get the value of a hyperparameter identified by its name.
set_trial(trial)	Sets the optuna's trial for all hyperparameter in this set
to_values_dict()	Returns a dict representation of this hyperparameters set with hp name as dict key and last optuna's suggested value as dict value

classmethod __new__(*args, **kwargs)