smac.initial_design.sobol_design

Classes

SobolDesign(cs, rng, traj_logger, ta_run_limit)

Sobol sequence design with a scrambled Sobol sequence.
class smac.initial_design.sobol_design.SobolDesign(cs, rng, traj_logger, ta_run_limit, configs=None, n_configs_x_params=10, max_config_fracs=0.25, init_budget=None)[source]

Bases: smac.initial_design.initial_design.InitialDesign

Sobol sequence design with a scrambled Sobol sequence.

See https://scipy.github.io/devdocs/reference/generated/scipy.stats.qmc.Sobol.html for further information

configs

List of configurations to be evaluated Don’t pass configs to the constructor; otherwise factorial design is overwritten

Type

List[Configuration]

previous

smac.initial_design.random_configuration_design

next

smac.intensification