mloptimizer.genetic.deapoptimizer

Contents

`mloptimizer.genetic.deapoptimizer`#

Module Contents#

Classes#

DeapOptimizer

class mloptimizer.genetic.deapoptimizer.DeapOptimizer(hyperparam_space: mloptimizer.hyperparams.HyperparameterSpace = None, use_parallel=False, seed=None)[source]#

init_individual(pcls)[source]#

Method to create an individual

Parameters:: pcls (class) – class of the individual
Returns:: ind – individual
Return type:: individual

individual2dict(individual)[source]#

Method to convert an individual to a dictionary of hyperparams

Parameters:: individual (individual) – individual to convert
Returns:: individual_dict – dictionary of hyperparams
Return type:: dict

setup()[source]#: Method to set the parameters for the optimization.