astromodule.hp.HyperParameter.suggest

abstractmethod HyperParameter.suggest(trial: FrozenTrial = None)

Used to recover the value of the hyperparmeter as defined by the concrete class.The concrete class can implement a logic based in Auto-ML using the optuna library or predefined values. The training function of the model should call this method to obtain the hyperparmeter value.

Parameters:

trial: optuna.trial.FrozenTrial, optional

An instance of the optuna trial, by default none