def create(experiment_group):
if SearchAlgorithms.is_grid(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_GRID,
instance=experiment_group)
return grid.create(experiment_group=experiment_group)
elif SearchAlgorithms.is_random(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_RANDOM,
instance=experiment_group)
return random.create(experiment_group=experiment_group)
elif SearchAlgorithms.is_hyperband(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_HYPERBAND,
instance=experiment_group)
return hyperband.create(experiment_group=experiment_group)
elif SearchAlgorithms.is_bo(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_BO,
instance=experiment_group)
return bo.create(experiment_group=experiment_group)
return None
def create(experiment_group):
if SearchAlgorithms.is_grid(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_GRID,
instance=experiment_group)
return grid.create(experiment_group=experiment_group)
elif SearchAlgorithms.is_random(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_RANDOM,
instance=experiment_group)
return random.create(experiment_group=experiment_group)
elif SearchAlgorithms.is_hyperband(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_HYPERBAND,
instance=experiment_group)
return hyperband.create(experiment_group=experiment_group)
elif SearchAlgorithms.is_bo(experiment_group.search_algorithm):
auditor.record(event_type=EXPERIMENT_GROUP_BO,
instance=experiment_group)
return bo.create(experiment_group=experiment_group)
return None