repository open issue

Index

A

acc() (in module deephyper.nas.metrics) add_condition() (deephyper.problem.HpProblem method) add_conditions() (deephyper.problem.HpProblem method) add_forbidden_clause() (deephyper.problem.HpProblem method) add_hyperparameter() (deephyper.problem.HpProblem method) (deephyper.problem.NaProblem method) add_hyperparameters() (deephyper.problem.HpProblem method) add_node() (deephyper.nas.KSearchSpace method) (deephyper.nas.NxSearchSpace method)

add_op() (deephyper.nas.node.MimeNode method) (deephyper.nas.node.VariableNode method) add_starting_point() (deephyper.problem.HpProblem method) AddByPadding (class in deephyper.nas.operation) AddByProjecting (class in deephyper.nas.operation) AgEBO (class in deephyper.search.nas) AMBS (class in deephyper.search.hps) AMBSMixed (class in deephyper.search.nas)

B

BaggingEnsembleClassifier (class in deephyper.ensemble) BaggingEnsembleRegressor (class in deephyper.ensemble) banner() (in module deephyper.search.util) BaseEnsemble (class in deephyper.ensemble)

BaseTrainer (class in deephyper.nas.trainer) build() (deephyper.nas.KSearchSpace method) (deephyper.nas.NxSearchSpace method) build_search_space() (deephyper.problem.NaProblem method)

C

Callback (class in deephyper.evaluator.callback) choices() (deephyper.nas.KSearchSpace method) (deephyper.nas.NxSearchSpace method) Concatenate (class in deephyper.nas.operation) Connect (class in deephyper.nas.operation) connect() (deephyper.nas.KSearchSpace method) (deephyper.nas.NxSearchSpace method) ConstantNode (class in deephyper.nas.node) convert_for_csv() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method) create() (deephyper.evaluator.Evaluator static method) (deephyper.evaluator.ProcessPoolEvaluator static method) (deephyper.evaluator.RayEvaluator static method) (deephyper.evaluator.SubprocessEvaluator static method) (deephyper.evaluator.ThreadPoolEvaluator static method)

create_job() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method) create_tensor() (deephyper.nas.node.ConstantNode method) (deephyper.nas.node.MimeNode method) (deephyper.nas.node.MirrorNode method) (deephyper.nas.node.Node method) (deephyper.nas.node.OperationNode method) (deephyper.nas.node.VariableNode method)

D

decode() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method) deephyper module deephyper.core module deephyper.core.analytics module deephyper.core.cli module deephyper.ensemble module deephyper.evaluator module deephyper.evaluator.callback module deephyper.nas module deephyper.nas.losses module deephyper.nas.lr_scheduler module deephyper.nas.metrics module deephyper.nas.node module deephyper.nas.operation module

deephyper.nas.preprocessing module deephyper.nas.run module deephyper.nas.trainer module deephyper.problem module deephyper.search module deephyper.search.hps module deephyper.search.nas module deephyper.search.util module deephyper.sklearn module deephyper.sklearn.classifier module deephyper.sklearn.regressor module denormalize() (deephyper.nas.KSearchSpace method) (deephyper.nas.node.VariableNode method) (deephyper.nas.NxSearchSpace method) depth() (deephyper.nas.KSearchSpace property) DONE (deephyper.evaluator.Job attribute) dump_evals() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method)

E

evaluate() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method)

Evaluator (class in deephyper.evaluator) execute() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method) exponential_decay() (in module deephyper.nas.lr_scheduler) extract_hp_values() (deephyper.problem.NaProblem method)

F

FAIL_RETURN_VALUE (deephyper.evaluator.Evaluator attribute) (deephyper.evaluator.ProcessPoolEvaluator attribute) (deephyper.evaluator.RayEvaluator attribute) (deephyper.evaluator.SubprocessEvaluator attribute) (deephyper.evaluator.ThreadPoolEvaluator attribute)

fit() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) fit_surrogate() (deephyper.search.hps.AMBS method)

G

gather() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method)

gen_config() (deephyper.problem.NaProblem method) generic_loader() (in module deephyper.search.util) get_keras_model() (deephyper.problem.NaProblem method) get_op() (deephyper.nas.node.VariableNode method)

H

HorovodTrainer (class in deephyper.nas.trainer)

HpProblem (class in deephyper.problem) hyperparameters() (deephyper.problem.NaProblem method)

I

id() (deephyper.nas.node.ConstantNode property) (deephyper.nas.node.MimeNode property) (deephyper.nas.node.MirrorNode property) (deephyper.nas.node.Node property) (deephyper.nas.node.OperationNode property) (deephyper.nas.node.VariableNode property) Identity (class in deephyper.nas.operation) init() (deephyper.nas.operation.AddByPadding method) (deephyper.nas.operation.AddByProjecting method) (deephyper.nas.operation.Concatenate method) (deephyper.nas.operation.Connect method) (deephyper.nas.operation.Identity method) (deephyper.nas.operation.Operation method) (deephyper.nas.operation.Tensor method) (deephyper.nas.operation.Zero method)

init_history() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) input() (deephyper.nas.KSearchSpace property)

J

Job (class in deephyper.evaluator)

K

KSearchSpace (class in deephyper.nas)

L

load() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) load_attr() (in module deephyper.search.util) load_data() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) (deephyper.problem.NaProblem method) load_data_generator() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method)

load_data_ndarray() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) load_from_script() (in module deephyper.search.util) load_members_files() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) LoggerCallback (class in deephyper.evaluator.callback) longest_path() (deephyper.nas.KSearchSpace property) loss() (deephyper.problem.NaProblem method)

M

mae() (in module deephyper.nas.metrics) max_num_ops() (deephyper.nas.KSearchSpace property) (deephyper.nas.NxSearchSpace property) metrics() (deephyper.problem.NaProblem method) mime_nodes() (deephyper.nas.KSearchSpace property) (deephyper.nas.NxSearchSpace property) MimeNode (class in deephyper.nas.node) minmaxstdscaler() (in module deephyper.nas.preprocessing) MirrorNode (class in deephyper.nas.node) model_compile() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) module deephyper deephyper.core deephyper.core.analytics deephyper.core.cli deephyper.ensemble deephyper.evaluator deephyper.evaluator.callback deephyper.nas deephyper.nas.losses deephyper.nas.lr_scheduler deephyper.nas.metrics deephyper.nas.node deephyper.nas.operation deephyper.nas.preprocessing deephyper.nas.run deephyper.nas.trainer deephyper.problem deephyper.search deephyper.search.hps deephyper.search.nas deephyper.search.util deephyper.sklearn deephyper.sklearn.classifier deephyper.sklearn.regressor

mse() (in module deephyper.nas.metrics)

N

NaProblem (class in deephyper.problem) NeuralArchitectureSearch (class in deephyper.search.nas) Node (class in deephyper.nas.node) nodes() (deephyper.nas.KSearchSpace property) (deephyper.nas.NxSearchSpace property) num (deephyper.nas.node.ConstantNode attribute) (deephyper.nas.node.MimeNode attribute) (deephyper.nas.node.MirrorNode attribute) (deephyper.nas.node.Node attribute) (deephyper.nas.node.OperationNode attribute) (deephyper.nas.node.VariableNode attribute)

num_nodes() (deephyper.nas.KSearchSpace property) (deephyper.nas.NxSearchSpace property) num_ops() (deephyper.nas.node.MimeNode property) (deephyper.nas.node.VariableNode property) NxSearchSpace (class in deephyper.nas)

O

objective() (deephyper.problem.NaProblem method) on_done() (deephyper.evaluator.callback.Callback method) (deephyper.evaluator.callback.LoggerCallback method) (deephyper.evaluator.callback.ProfilingCallback method) (deephyper.evaluator.callback.SearchEarlyStopping method) on_launch() (deephyper.evaluator.callback.Callback method) (deephyper.evaluator.callback.LoggerCallback method) (deephyper.evaluator.callback.ProfilingCallback method) (deephyper.evaluator.callback.SearchEarlyStopping method) op() (deephyper.nas.node.ConstantNode property) (deephyper.nas.node.MimeNode property) (deephyper.nas.node.MirrorNode property) (deephyper.nas.node.Node property) (deephyper.nas.node.OperationNode property) (deephyper.nas.node.VariableNode property)

Operation (class in deephyper.nas.operation) operation() (in module deephyper.nas.operation) OperationNode (class in deephyper.nas.node) ops() (deephyper.nas.node.MimeNode property) (deephyper.nas.node.VariableNode property) output() (deephyper.nas.KSearchSpace property)

P

plot() (deephyper.nas.KSearchSpace method) (deephyper.nas.NxSearchSpace method) predict() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) predict_var_decomposition() (deephyper.ensemble.UQBaggingEnsembleRegressor method)

preprocess_data() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) preprocessing() (deephyper.problem.NaProblem method) ProcessPoolEvaluator (class in deephyper.evaluator) profile() (deephyper.evaluator.callback.ProfilingCallback property) ProfilingCallback (class in deephyper.evaluator.callback) PYTHON_EXE (deephyper.evaluator.Evaluator attribute) (deephyper.evaluator.ProcessPoolEvaluator attribute) (deephyper.evaluator.RayEvaluator attribute) (deephyper.evaluator.SubprocessEvaluator attribute) (deephyper.evaluator.ThreadPoolEvaluator attribute)

R

r2() (in module deephyper.nas.metrics) Random (class in deephyper.search.nas) RayEvaluator (class in deephyper.evaluator) READY (deephyper.evaluator.Job attribute) RegularizedEvolution (class in deephyper.search.nas) RegularizedEvolutionMixed (class in deephyper.search.nas) rmse() (in module deephyper.nas.metrics) run_autosklearn1() (in module deephyper.sklearn.classifier) (in module deephyper.sklearn.regressor)

run_base_trainer() (in module deephyper.nas.run) run_debug() (in module deephyper.nas.run) run_debug_arch() (in module deephyper.nas.run) run_debug_hp_arch() (in module deephyper.nas.run) run_debug_slow() (in module deephyper.nas.run) run_distributed_base_trainer() (in module deephyper.nas.run) run_horovod() (in module deephyper.nas.run) RUNNING (deephyper.evaluator.Job attribute)

S

sample() (deephyper.nas.KSearchSpace method) (deephyper.nas.NxSearchSpace method) save() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) save_members_files() (deephyper.ensemble.BaggingEnsembleClassifier method) (deephyper.ensemble.BaggingEnsembleRegressor method) (deephyper.ensemble.BaseEnsemble method) (deephyper.ensemble.UQBaggingEnsembleClassifier method) (deephyper.ensemble.UQBaggingEnsembleRegressor method) Search (class in deephyper.search) search() (deephyper.search.hps.AMBS method) (deephyper.search.nas.AgEBO method) (deephyper.search.nas.AMBSMixed method) (deephyper.search.nas.NeuralArchitectureSearch method) (deephyper.search.nas.Random method) (deephyper.search.nas.RegularizedEvolution method) (deephyper.search.nas.RegularizedEvolutionMixed method) (deephyper.search.Search method) search_space() (deephyper.problem.NaProblem method) SearchEarlyStopping (class in deephyper.evaluator.callback) selectLoss() (in module deephyper.nas.losses)

selectMetric() (in module deephyper.nas.metrics) set_dataset_train() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) set_dataset_valid() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) set_op() (deephyper.nas.node.ConstantNode method) (deephyper.nas.node.MimeNode method) (deephyper.nas.node.VariableNode method) setup_losses_and_metrics() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method) size() (deephyper.nas.KSearchSpace property) (deephyper.nas.NxSearchSpace property) space() (deephyper.problem.HpProblem property) (deephyper.problem.NaProblem property) sparse_perplexity() (in module deephyper.nas.metrics) starting_point() (deephyper.problem.HpProblem property) starting_point_asdict() (deephyper.problem.HpProblem property) stdscaler() (in module deephyper.nas.preprocessing) submit() (deephyper.evaluator.Evaluator method) (deephyper.evaluator.ProcessPoolEvaluator method) (deephyper.evaluator.RayEvaluator method) (deephyper.evaluator.SubprocessEvaluator method) (deephyper.evaluator.ThreadPoolEvaluator method) SubprocessEvaluator (class in deephyper.evaluator)

T

Tensor (class in deephyper.nas.operation) terminate() (deephyper.search.hps.AMBS method) (deephyper.search.nas.AgEBO method) (deephyper.search.nas.AMBSMixed method) (deephyper.search.nas.NeuralArchitectureSearch method) (deephyper.search.nas.Random method) (deephyper.search.nas.RegularizedEvolution method) (deephyper.search.nas.RegularizedEvolutionMixed method) (deephyper.search.Search method)

tfp_mae() (in module deephyper.nas.metrics) tfp_mse() (in module deephyper.nas.metrics) tfp_negloglik() (in module deephyper.nas.losses) tfp_r2() (in module deephyper.nas.metrics) tfp_rmse() (in module deephyper.nas.metrics) ThreadPoolEvaluator (class in deephyper.evaluator) to_tfp() (in module deephyper.nas.metrics) train() (deephyper.nas.trainer.BaseTrainer method) (deephyper.nas.trainer.HorovodTrainer method)

U

UQBaggingEnsembleClassifier (class in deephyper.ensemble)

UQBaggingEnsembleRegressor (class in deephyper.ensemble)

V

variable_nodes() (deephyper.nas.KSearchSpace property) (deephyper.nas.NxSearchSpace property) VariableNode (class in deephyper.nas.node) verify_operation() (deephyper.nas.node.ConstantNode static method) (deephyper.nas.node.MimeNode static method) (deephyper.nas.node.MirrorNode static method) (deephyper.nas.node.Node static method) (deephyper.nas.node.OperationNode static method) (deephyper.nas.node.VariableNode static method)

Z

Zero (class in deephyper.nas.operation)