Index

A

accuracy() (in module gaggle.utils.metrics) apply_bounds() (gaggle.population.individual.Individual method) (gaggle.population.population_manager.PopulationManager method)

args_to_config (gaggle.arguments.config_args.ConfigArgs attribute) avg (gaggle.utils.smooth_value.SmoothedValue property)

B

base_model_weights (gaggle.arguments.individual_args.IndividualArgs attribute) batch_size (gaggle.arguments.problem_args.ProblemArgs attribute)

bcolors (class in gaggle.utils.special_print) BOLD (gaggle.utils.special_print.bcolors attribute)

C

children_per_crossover (gaggle.operators.crossover.base_crossovers.k_point_crossover.KPointCrossover attribute) (gaggle.operators.crossover.base_crossovers.uniform_crossover.UniformCrossover attribute) (gaggle.operators.crossover.crossover.Crossover attribute) choice() (in module gaggle.operators.selection.base_selections.probabilistic_tournament_selection) (in module gaggle.operators.selection.base_selections.relative_weighted_selection) (in module gaggle.operators.selection.base_selections.simple_tournament_selection) (in module gaggle.operators.selection.base_selections.weighted_selection) CIFAR10 (class in gaggle.problem.dataset.base_datasets.cifar10) ClassificationProblem (class in gaggle.problem.dataset.classification_problem) clip() (gaggle.population.individual.Individual static method) CONFIG_BASE_MODEL_STATE_DICT (gaggle.population.base_individuals.nn_individual.NNIndividual attribute) CONFIG_GENE_POOL (gaggle.population.individual.Individual attribute) CONFIG_INDIVIDUAL_ARGS (gaggle.population.individual.Individual attribute) CONFIG_KEY (gaggle.arguments.ga_args.GAArgs attribute) (gaggle.arguments.individual_args.IndividualArgs attribute) (gaggle.arguments.outdir_args.OutdirArgs attribute) (gaggle.arguments.problem_args.ProblemArgs attribute) (gaggle.arguments.sys_args.SysArgs attribute)

config_path (gaggle.arguments.config_args.ConfigArgs attribute) ConfigArgs (class in gaggle.arguments.config_args) convert_and_register_leap_problem() (gaggle.problem.problem_factory.ProblemFactory class method) convert_leap_problem() (in module gaggle.problem.leap.leap_problem) copy() (gaggle.problem.dataset.dataset.Dataset method) create_buffer() (gaggle.population.population_manager.PopulationManager method) create_folder_name() (gaggle.arguments.outdir_args.OutdirArgs method) Crossover (class in gaggle.operators.crossover.crossover) crossover (gaggle.arguments.ga_args.GAArgs attribute) crossover_individual() (gaggle.operators.crossover.base_crossovers.k_point_crossover.KPointCrossover method) (gaggle.operators.crossover.base_crossovers.uniform_crossover.UniformCrossover method) (gaggle.operators.crossover.crossover.Crossover method) crossover_pop() (gaggle.operators.crossover.crossover.Crossover method) CrossoverFactory (class in gaggle.operators.crossover.crossover_factory) crossovers (gaggle.operators.crossover.crossover_factory.CrossoverFactory attribute)

D

Dataset (class in gaggle.problem.dataset.dataset) dataset_root (gaggle.arguments.problem_args.ProblemArgs attribute) DatasetFactory (class in gaggle.problem.dataset.dataset_factory) datasets (gaggle.problem.dataset.dataset_factory.DatasetFactory attribute) DataWrapper (class in gaggle.problem.dataset.dataset) debug() (gaggle.population.base_individuals.nn_individual.NNIndividual method)

debug_tick() (gaggle.population.base_individuals.nn_individual.NNIndividual method) deprecated_crossover_individual() (gaggle.operators.crossover.base_crossovers.k_point_crossover.KPointCrossover method) device (gaggle.arguments.sys_args.SysArgs attribute) display_metrics() (gaggle.ga.simple_ga.SimpleGA method) DQN (class in gaggle.base_nns.dqn) DRQN (class in gaggle.base_nns.drqn)

E

elitism (gaggle.arguments.ga_args.GAArgs attribute) enable_normalization() (gaggle.problem.dataset.dataset.Dataset method) ENDC (gaggle.utils.special_print.bcolors attribute) EnvironmentFactory (class in gaggle.problem.environment.environment_factory) environments (gaggle.problem.environment.environment_factory.EnvironmentFactory attribute) eval() (gaggle.population.base_individuals.nn_individual.NNIndividual method) (gaggle.population.population_manager.PopulationManager method) eval_batch_size (gaggle.arguments.problem_args.ProblemArgs attribute) eval_every_generation (gaggle.arguments.ga_args.GAArgs attribute)

evaluate() (gaggle.problem.base_problems.functional_problem.FunctionalProblem method) (gaggle.problem.dataset.classification_problem.ClassificationProblem method) (gaggle.problem.environment.rl_problem.RLProblem method) (gaggle.problem.leap.leap_problem.LeapProblem method) (gaggle.problem.problem.Problem method) evaluate_population() (gaggle.problem.dataset.classification_problem.ClassificationProblem method) (gaggle.problem.problem.Problem method) exists() (gaggle.arguments.config_args.ConfigArgs method) (gaggle.arguments.outdir_args.OutdirArgs method)

F

FAIL (gaggle.utils.special_print.bcolors attribute) first_time() (gaggle.population.base_individuals.nn_individual.NNIndividual method) folder_number (gaggle.arguments.outdir_args.OutdirArgs attribute) forward() (gaggle.base_nns.dqn.DQN method) (gaggle.base_nns.drqn.DRQN method) (gaggle.base_nns.lenet.LeNet5 method) (gaggle.base_nns.resnet_x.ResNet method) (gaggle.base_nns.snet.SNetCIFAR method) (gaggle.base_nns.snet.SNetMNIST method) (gaggle.population.base_individuals.nn_individual.NNIndividual method) (gaggle.population.base_individuals.numpy_individual.NumpyIndividual method) (gaggle.population.base_individuals.pytorch_individual.PytorchIndividual method) (gaggle.population.base_individuals.rl_individual.RLIndividual method) (gaggle.population.individual.Individual method)

from_data() (gaggle.problem.dataset.dataset_factory.DatasetFactory static method) from_ga_args() (gaggle.ga.ga_factory.GAFactory class method) (gaggle.operators.crossover.crossover_factory.CrossoverFactory class method) (gaggle.operators.mutation.mutation_factory.MutationFactory class method) (gaggle.operators.selection.selection_factory.SelectionFactory class method) from_gene_pool() (in module gaggle.utils.individual_helper) from_gene_pool_no_metadata() (in module gaggle.utils.individual_helper) from_gym_env_id() (gaggle.problem.environment.environment_factory.EnvironmentFactory class method) from_individual_args() (gaggle.population.individual_factory.IndividualFactory class method) from_problem_args() (gaggle.problem.dataset.dataset_factory.DatasetFactory class method) (gaggle.problem.environment.environment_factory.EnvironmentFactory class method) (gaggle.problem.problem_factory.ProblemFactory class method) from_tensor() (in module gaggle.utils.individual_helper) FunctionalProblem (class in gaggle.problem.base_problems.functional_problem)

G

GA (class in gaggle.ga.ga) ga_name (gaggle.arguments.ga_args.GAArgs attribute) GAArgs (class in gaggle.arguments.ga_args) GAFactory (class in gaggle.ga.ga_factory) gaggle.arguments.config_args module gaggle.arguments.ga_args module gaggle.arguments.individual_args module gaggle.arguments.outdir_args module gaggle.arguments.problem_args module gaggle.arguments.sys_args module gaggle.base_nns.dqn module gaggle.base_nns.drqn module gaggle.base_nns.lenet module gaggle.base_nns.resnet module gaggle.base_nns.resnet_x module gaggle.base_nns.snet module gaggle.ga.ga module gaggle.ga.ga_factory module gaggle.ga.simple_ga module gaggle.operators.crossover.base_crossovers.k_point_crossover module gaggle.operators.crossover.base_crossovers.uniform_crossover module gaggle.operators.crossover.crossover module gaggle.operators.crossover.crossover_factory module gaggle.operators.mutation.base_mutations.normal_mutation module gaggle.operators.mutation.base_mutations.uniform_mutation module gaggle.operators.mutation.mutation module gaggle.operators.mutation.mutation_factory module gaggle.operators.selection.base_selections.probabilistic_tournament_selection module gaggle.operators.selection.base_selections.relative_weighted_selection module gaggle.operators.selection.base_selections.simple_tournament_selection module gaggle.operators.selection.base_selections.truncation_selection module gaggle.operators.selection.base_selections.weighted_selection module gaggle.operators.selection.selection module gaggle.operators.selection.selection_factory module gaggle.population.base_individuals.nn_individual module gaggle.population.base_individuals.numpy_individual module gaggle.population.base_individuals.pytorch_individual module gaggle.population.base_individuals.rl_individual module gaggle.population.individual module gaggle.population.individual_factory module gaggle.population.population_manager module gaggle.problem.base_problems.functional_problem module gaggle.problem.dataset.base_datasets.cifar10 module

gaggle.problem.dataset.base_datasets.mnist module gaggle.problem.dataset.classification_problem module gaggle.problem.dataset.dataset module gaggle.problem.dataset.dataset_factory module gaggle.problem.environment.environment_factory module gaggle.problem.environment.rl_problem module gaggle.problem.leap.leap_problem module gaggle.problem.problem module gaggle.problem.problem_factory module gaggle.supervisor.ga_supervisor module gaggle.utils.individual_helper module gaggle.utils.metrics module gaggle.utils.numpy_helper module gaggle.utils.smooth_value module gaggle.utils.special_images module gaggle.utils.special_print module gaggle.utils.torch_helper module gaggle.utils.web module gas (gaggle.ga.ga_factory.GAFactory attribute) GASupervisor (class in gaggle.supervisor.ga_supervisor) generate_gene_pool() (gaggle.population.base_individuals.nn_individual.NNIndividual method) (gaggle.population.base_individuals.numpy_individual.NumpyIndividual method) (gaggle.population.base_individuals.pytorch_individual.PytorchIndividual method) (gaggle.population.individual.Individual method) generations (gaggle.arguments.ga_args.GAArgs attribute) get_args() (gaggle.arguments.config_args.ConfigArgs method) get_base_model() (gaggle.arguments.individual_args.IndividualArgs method) get_buffer() (gaggle.population.population_manager.PopulationManager method) get_data_and_targets() (gaggle.problem.dataset.base_datasets.cifar10.CIFAR10 method) (gaggle.problem.dataset.base_datasets.mnist.MNIST method) (gaggle.problem.dataset.dataset.Dataset method) get_data_and_transform() (gaggle.problem.dataset.dataset.Dataset method) get_fitness() (gaggle.population.population_manager.PopulationManager method) get_fitness_metric() (gaggle.ga.simple_ga.SimpleGA method) get_folder_path() (gaggle.arguments.outdir_args.OutdirArgs method) get_freshness() (gaggle.population.population_manager.PopulationManager method) get_ga_args() (gaggle.arguments.config_args.ConfigArgs method) get_gene_count() (gaggle.population.population_manager.PopulationManager method) get_gene_pool() (gaggle.population.individual.Individual method) get_genome_size() (gaggle.population.individual.Individual method) get_individual() (gaggle.population.population_manager.PopulationManager method) get_individual_args() (gaggle.arguments.config_args.ConfigArgs method) get_individual_fitness() (gaggle.population.population_manager.PopulationManager method) get_keys() (gaggle.arguments.config_args.ConfigArgs class method) (gaggle.arguments.individual_args.IndividualArgs class method) (gaggle.operators.crossover.crossover_factory.CrossoverFactory class method) (gaggle.operators.mutation.mutation_factory.MutationFactory class method) (gaggle.operators.selection.selection_factory.SelectionFactory class method) (gaggle.problem.dataset.dataset_factory.DatasetFactory class method) (gaggle.problem.environment.environment_factory.EnvironmentFactory class method) get_mating_tuples() (gaggle.population.population_manager.PopulationManager method) get_num_protected() (gaggle.population.population_manager.PopulationManager method) get_outdir_args() (gaggle.arguments.config_args.ConfigArgs method) get_parents() (gaggle.population.population_manager.PopulationManager method) get_population() (gaggle.population.population_manager.PopulationManager method) get_problem_args() (gaggle.arguments.config_args.ConfigArgs method) get_protected() (gaggle.population.population_manager.PopulationManager method) get_sys_args() (gaggle.arguments.config_args.ConfigArgs method) get_to_mutate() (gaggle.population.population_manager.PopulationManager method) global_avg (gaggle.utils.smooth_value.SmoothedValue property) gpu_id (gaggle.arguments.sys_args.SysArgs attribute) gui (gaggle.arguments.problem_args.ProblemArgs attribute) GymWrapper (class in gaggle.problem.environment.environment_factory)

H

HEADER (gaggle.utils.special_print.bcolors attribute)

I

image_to_tensor() (in module gaggle.utils.special_images) Individual (class in gaggle.population.individual) individual_name (gaggle.arguments.individual_args.IndividualArgs attribute) individual_size (gaggle.arguments.individual_args.IndividualArgs attribute) IndividualArgs (class in gaggle.arguments.individual_args) IndividualFactory (class in gaggle.population.individual_factory)

individuals (gaggle.population.individual_factory.IndividualFactory attribute) initialize() (gaggle.population.base_individuals.nn_individual.NNIndividual method) (gaggle.population.base_individuals.numpy_individual.NumpyIndividual method) (gaggle.population.base_individuals.pytorch_individual.PytorchIndividual method) (gaggle.population.individual.Individual method) is_fresh() (gaggle.population.population_manager.PopulationManager method) is_valid_url() (in module gaggle.utils.web)

K

k_point (gaggle.arguments.ga_args.GAArgs attribute)

KPointCrossover (class in gaggle.operators.crossover.base_crossovers.k_point_crossover)

L

LeapProblem (class in gaggle.problem.leap.leap_problem)

LeNet5 (class in gaggle.base_nns.lenet) load() (gaggle.population.base_individuals.nn_individual.NNIndividual method)

M

mates_per_crossover (gaggle.operators.crossover.base_crossovers.k_point_crossover.KPointCrossover attribute) (gaggle.operators.crossover.base_crossovers.uniform_crossover.UniformCrossover attribute) (gaggle.operators.crossover.crossover.Crossover attribute) max (gaggle.utils.smooth_value.SmoothedValue property) max_size_train (gaggle.arguments.problem_args.ProblemArgs attribute) max_size_val (gaggle.arguments.problem_args.ProblemArgs attribute) median (gaggle.utils.smooth_value.SmoothedValue property) min (gaggle.utils.smooth_value.SmoothedValue property) MNIST (class in gaggle.problem.dataset.base_datasets.mnist) model_ckpt (gaggle.arguments.individual_args.IndividualArgs attribute) model_name (gaggle.arguments.individual_args.IndividualArgs attribute) models (gaggle.arguments.individual_args.IndividualArgs attribute) module gaggle.arguments.config_args gaggle.arguments.ga_args gaggle.arguments.individual_args gaggle.arguments.outdir_args gaggle.arguments.problem_args gaggle.arguments.sys_args gaggle.base_nns.dqn gaggle.base_nns.drqn gaggle.base_nns.lenet gaggle.base_nns.resnet gaggle.base_nns.resnet_x gaggle.base_nns.snet gaggle.ga.ga gaggle.ga.ga_factory gaggle.ga.simple_ga gaggle.operators.crossover.base_crossovers.k_point_crossover gaggle.operators.crossover.base_crossovers.uniform_crossover gaggle.operators.crossover.crossover gaggle.operators.crossover.crossover_factory gaggle.operators.mutation.base_mutations.normal_mutation gaggle.operators.mutation.base_mutations.uniform_mutation gaggle.operators.mutation.mutation gaggle.operators.mutation.mutation_factory gaggle.operators.selection.base_selections.probabilistic_tournament_selection gaggle.operators.selection.base_selections.relative_weighted_selection gaggle.operators.selection.base_selections.simple_tournament_selection gaggle.operators.selection.base_selections.truncation_selection gaggle.operators.selection.base_selections.weighted_selection gaggle.operators.selection.selection gaggle.operators.selection.selection_factory gaggle.population.base_individuals.nn_individual gaggle.population.base_individuals.numpy_individual gaggle.population.base_individuals.pytorch_individual gaggle.population.base_individuals.rl_individual gaggle.population.individual gaggle.population.individual_factory gaggle.population.population_manager gaggle.problem.base_problems.functional_problem gaggle.problem.dataset.base_datasets.cifar10 gaggle.problem.dataset.base_datasets.mnist gaggle.problem.dataset.classification_problem gaggle.problem.dataset.dataset gaggle.problem.dataset.dataset_factory gaggle.problem.environment.environment_factory gaggle.problem.environment.rl_problem gaggle.problem.leap.leap_problem gaggle.problem.problem gaggle.problem.problem_factory gaggle.supervisor.ga_supervisor gaggle.utils.individual_helper gaggle.utils.metrics gaggle.utils.numpy_helper gaggle.utils.smooth_value gaggle.utils.special_images gaggle.utils.special_print gaggle.utils.torch_helper gaggle.utils.web

mutate_individual() (gaggle.operators.mutation.base_mutations.normal_mutation.NormalMutation method) (gaggle.operators.mutation.base_mutations.uniform_mutation.UniformMutation method) (gaggle.operators.mutation.mutation.Mutation method) mutate_pop() (gaggle.operators.mutation.mutation.Mutation method) mutate_protected (gaggle.arguments.ga_args.GAArgs attribute) Mutation (class in gaggle.operators.mutation.mutation) mutation (gaggle.arguments.ga_args.GAArgs attribute) mutation_chance (gaggle.arguments.ga_args.GAArgs attribute) mutation_std (gaggle.arguments.ga_args.GAArgs attribute) MutationFactory (class in gaggle.operators.mutation.mutation_factory) mutations (gaggle.operators.mutation.mutation_factory.MutationFactory attribute)

N

name (gaggle.arguments.outdir_args.OutdirArgs attribute) NNIndividual (class in gaggle.population.base_individuals.nn_individual) NormalMutation (class in gaggle.operators.mutation.base_mutations.normal_mutation)

num_classes() (gaggle.problem.dataset.dataset.Dataset method) num_parents (gaggle.arguments.ga_args.GAArgs attribute) num_workers (gaggle.arguments.sys_args.SysArgs attribute) NumpyIndividual (class in gaggle.population.base_individuals.numpy_individual)

O

OKBLUE (gaggle.utils.special_print.bcolors attribute) OKCYAN (gaggle.utils.special_print.bcolors attribute)

OKGREEN (gaggle.utils.special_print.bcolors attribute) OutdirArgs (class in gaggle.arguments.outdir_args)

P

param_lower_bound (gaggle.arguments.individual_args.IndividualArgs attribute) param_upper_bound (gaggle.arguments.individual_args.IndividualArgs attribute) parameters() (gaggle.population.base_individuals.nn_individual.NNIndividual method) parent_survival_rate (gaggle.arguments.ga_args.GAArgs attribute) parse_args() (in module gaggle.arguments.config_args) plot_images() (in module gaggle.utils.special_images) population_size (gaggle.arguments.ga_args.GAArgs attribute) PopulationManager (class in gaggle.population.population_manager) print_class_distribution() (gaggle.problem.dataset.dataset.Dataset method) print_dict_highlighted() (in module gaggle.utils.special_print)

print_highlighted() (in module gaggle.utils.special_print) print_response() (in module gaggle.utils.special_print) print_warning() (in module gaggle.utils.special_print) ProbabilisticTournamentSelection (class in gaggle.operators.selection.base_selections.probabilistic_tournament_selection) Problem (class in gaggle.problem.problem) problem_name (gaggle.arguments.problem_args.ProblemArgs attribute) ProblemArgs (class in gaggle.arguments.problem_args) ProblemFactory (class in gaggle.problem.problem_factory) problems (gaggle.problem.problem_factory.ProblemFactory attribute) PytorchIndividual (class in gaggle.population.base_individuals.pytorch_individual)

R

random_init (gaggle.arguments.individual_args.IndividualArgs attribute) random_subset() (gaggle.problem.dataset.dataset.Dataset method) register_problem() (gaggle.problem.problem_factory.ProblemFactory class method) registrable_problems (gaggle.problem.problem_factory.ProblemFactory attribute) RegistrableLeapProblem (class in gaggle.problem.leap.leap_problem) RelativeWeightedSelection (class in gaggle.operators.selection.base_selections.relative_weighted_selection) remove_classes() (gaggle.problem.dataset.dataset.Dataset method) reset() (gaggle.utils.smooth_value.SmoothedValue method) ResNet (class in gaggle.base_nns.resnet_x) ResNet101() (in module gaggle.base_nns.resnet) resnet110() (in module gaggle.base_nns.resnet_x) resnet1202() (in module gaggle.base_nns.resnet_x) ResNet152() (in module gaggle.base_nns.resnet)

ResNet18() (in module gaggle.base_nns.resnet) resnet20() (in module gaggle.base_nns.resnet_x) resnet32() (in module gaggle.base_nns.resnet_x) ResNet34() (in module gaggle.base_nns.resnet) resnet44() (in module gaggle.base_nns.resnet_x) ResNet50() (in module gaggle.base_nns.resnet) resnet56() (in module gaggle.base_nns.resnet_x) resolution (gaggle.arguments.individual_args.IndividualArgs attribute) RLIndividual (class in gaggle.population.base_individuals.rl_individual) RLProblem (class in gaggle.problem.environment.rl_problem) root (gaggle.arguments.outdir_args.OutdirArgs attribute) run() (gaggle.supervisor.ga_supervisor.GASupervisor method) runs (gaggle.arguments.problem_args.ProblemArgs attribute)

S

save() (gaggle.population.base_individuals.nn_individual.NNIndividual method) (gaggle.population.individual.Individual method) save_best_every (gaggle.arguments.ga_args.GAArgs attribute) save_every_epoch (gaggle.arguments.ga_args.GAArgs attribute) save_individual() (gaggle.ga.simple_ga.SimpleGA method) save_metrics() (gaggle.ga.simple_ga.SimpleGA method) seed (gaggle.arguments.problem_args.ProblemArgs attribute) select_all() (gaggle.operators.selection.selection.Selection method) select_parents() (gaggle.operators.selection.base_selections.probabilistic_tournament_selection.ProbabilisticTournamentSelection method) (gaggle.operators.selection.base_selections.relative_weighted_selection.RelativeWeightedSelection method) (gaggle.operators.selection.base_selections.simple_tournament_selection.SimpleTournamentSelection method) (gaggle.operators.selection.base_selections.truncation_selection.TruncationSelection method) (gaggle.operators.selection.base_selections.weighted_selection.WeightedSelection method) (gaggle.operators.selection.selection.Selection method) select_protected() (gaggle.operators.selection.selection.Selection method) Selection (class in gaggle.operators.selection.selection) selection (gaggle.arguments.ga_args.GAArgs attribute)

selection_pressure (gaggle.arguments.ga_args.GAArgs attribute) SelectionFactory (class in gaggle.operators.selection.selection_factory) selections (gaggle.operators.selection.selection_factory.SelectionFactory attribute) set_custom_fitness() (gaggle.supervisor.ga_supervisor.GASupervisor method) set_freshness() (gaggle.population.population_manager.PopulationManager method) set_gpu_id() (gaggle.arguments.sys_args.SysArgs method) set_individual_fitness() (gaggle.population.population_manager.PopulationManager method) set_multiple_indices_to_zero() (in module gaggle.utils.torch_helper) SimpleGA (class in gaggle.ga.simple_ga) SimpleTournamentSelection (class in gaggle.operators.selection.base_selections.simple_tournament_selection) size() (gaggle.problem.dataset.dataset.Dataset method) SmoothedValue (class in gaggle.utils.smooth_value) SNetCIFAR (class in gaggle.base_nns.snet) SNetMNIST (class in gaggle.base_nns.snet) steps (gaggle.arguments.problem_args.ProblemArgs attribute) stop_on_done (gaggle.arguments.problem_args.ProblemArgs attribute) subset() (gaggle.problem.dataset.dataset.Dataset method) SysArgs (class in gaggle.arguments.sys_args)

T

tensor_hash() (in module gaggle.utils.torch_helper) test() (gaggle.ga.simple_ga.SimpleGA method) tmp_seed() (in module gaggle.utils.numpy_helper) tournament() (gaggle.operators.selection.base_selections.probabilistic_tournament_selection.ProbabilisticTournamentSelection method) (gaggle.operators.selection.base_selections.simple_tournament_selection.SimpleTournamentSelection method) tournament_size (gaggle.arguments.ga_args.GAArgs attribute)

train() (gaggle.ga.ga.GA method) (gaggle.ga.simple_ga.SimpleGA method) (gaggle.population.base_individuals.nn_individual.NNIndividual method) (gaggle.population.population_manager.PopulationManager method) train_one_generation() (gaggle.ga.simple_ga.SimpleGA method) TruncationSelection (class in gaggle.operators.selection.base_selections.truncation_selection)

U

UNDERLINE (gaggle.utils.special_print.bcolors attribute) uniform_mutation_max_val (gaggle.arguments.ga_args.GAArgs attribute) uniform_mutation_min_val (gaggle.arguments.ga_args.GAArgs attribute) UniformCrossover (class in gaggle.operators.crossover.base_crossovers.uniform_crossover) UniformMutation (class in gaggle.operators.mutation.base_mutations.uniform_mutation) UnNormalize (class in gaggle.utils.torch_helper) update() (gaggle.arguments.config_args.ConfigArgs class method) (gaggle.arguments.individual_args.IndividualArgs class method) (gaggle.ga.ga_factory.GAFactory class method) (gaggle.operators.crossover.crossover_factory.CrossoverFactory class method) (gaggle.operators.mutation.mutation_factory.MutationFactory class method) (gaggle.operators.selection.selection_factory.SelectionFactory class method) (gaggle.population.individual_factory.IndividualFactory class method) (gaggle.problem.dataset.dataset_factory.DatasetFactory class method) (gaggle.problem.environment.environment_factory.EnvironmentFactory class method) (gaggle.utils.smooth_value.SmoothedValue method)

update_buffer() (gaggle.population.population_manager.PopulationManager method) update_list() (gaggle.utils.smooth_value.SmoothedValue method) update_mating_tuples() (gaggle.population.population_manager.PopulationManager method) update_parents() (gaggle.population.population_manager.PopulationManager method) update_population() (gaggle.population.population_manager.PopulationManager method) update_protected() (gaggle.population.population_manager.PopulationManager method) update_to_mutate() (gaggle.population.population_manager.PopulationManager method) use_dataloader (gaggle.arguments.sys_args.SysArgs attribute) use_freshness (gaggle.arguments.ga_args.GAArgs attribute)

V

value (gaggle.utils.smooth_value.SmoothedValue property)

verbose (gaggle.arguments.sys_args.SysArgs attribute) visualize() (gaggle.problem.dataset.dataset.Dataset method)

W

WARNING (gaggle.utils.special_print.bcolors attribute)

WeightedSelection (class in gaggle.operators.selection.base_selections.weighted_selection) without_normalization() (gaggle.problem.dataset.dataset.Dataset method)

Y

yield_batches() (in module gaggle.utils.torch_helper)