索引

符号

--allow-websocket-origin <BOKEH_ALLOW_WEBSOCKET_ORIGINS> optuna-dashboard command line option --column COLUMN optuna-studies command line option --debug optuna command line option --direction <DIRECTION> optuna-create-study command line option --fit-width optuna-studies command line option --format <FORMATTER> optuna-studies command line option --key <KEY> optuna-study-set-user-attr command line option --log-file <LOG_FILE> optuna command line option --max-width <integer> optuna-studies command line option --n-jobs <N_JOBS> optuna-study-optimize command line option --n-trials <N_TRIALS> optuna-study-optimize command line option --noindent optuna-studies command line option --out <OUT> optuna-dashboard command line option --print-empty optuna-studies command line option --quiet optuna command line option --quote <QUOTE_MODE> optuna-studies command line option --skip-if-exists optuna-create-study command line option --sort-column SORT_COLUMN optuna-studies command line option

--storage <STORAGE> optuna command line option --study <STUDY> optuna-dashboard command line option optuna-study-optimize command line option optuna-study-set-user-attr command line option --study-name <STUDY_NAME> optuna-create-study command line option optuna-dashboard command line option optuna-delete-study command line option optuna-study-optimize command line option optuna-study-set-user-attr command line option --timeout <TIMEOUT> optuna-study-optimize command line option --value <VALUE> optuna-study-set-user-attr command line option --verbose optuna command line option --version optuna command line option -c COLUMN optuna-studies command line option -f <FORMATTER> optuna-studies command line option -k <KEY> optuna-study-set-user-attr command line option -o <OUT> optuna-dashboard command line option -q optuna command line option -v optuna command line option -v <VALUE> optuna-study-set-user-attr command line option

A

AllenNLPExecutor (optuna.integration 中的类)

B

BaseMultiObjectiveSampler (optuna.multi_objective.samplers 中的类) BasePruner (optuna.pruners 中的类) BaseSampler (optuna.samplers 中的类) best_booster() (optuna.integration.lightgbm.LightGBMTuner property) best_index_() (optuna.integration.OptunaSearchCV property) best_params() (optuna.integration.lightgbm.LightGBMTuner property) (optuna.integration.lightgbm.LightGBMTunerCV property) (optuna.study.Study property)

best_params_() (optuna.integration.OptunaSearchCV property) best_score() (optuna.integration.lightgbm.LightGBMTuner property) (optuna.integration.lightgbm.LightGBMTunerCV property) best_score_() (optuna.integration.OptunaSearchCV property) best_trial (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性) best_trial() (optuna.study.Study property) best_trial_() (optuna.integration.OptunaSearchCV property) best_value() (optuna.study.Study property)

C

calculate() (optuna.samplers.IntersectionSearchSpace 方法) CategoricalDistribution (optuna.distributions 中的类) ChainerMNStudy (optuna.integration 中的类) ChainerPruningExtension (optuna.integration 中的类) check_distribution_compatibility() (在 optuna.distributions 模块中) choices (optuna.distributions.CategoricalDistribution 属性) classes_() (optuna.integration.OptunaSearchCV property)

CLIUsageError (optuna.exceptions 中的类) CmaEsSampler (optuna.integration 中的类) (optuna.samplers 中的类) COMPLETE (optuna.structs.TrialState 属性) (optuna.trial.TrialState 属性) create_study() (在 optuna 模块中) (在 optuna.multi_objective.study 模块中) (在 optuna.study 模块中)

D

datetime_complete (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.trial.FrozenTrial 属性) datetime_start (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性) (optuna.trial.FrozenTrial 属性) datetime_start() (optuna.multi_objective.trial.MultiObjectiveTrial property) (optuna.trial.Trial property) decision_function() (optuna.integration.OptunaSearchCV property) delete_study() (在 optuna 模块中) (在 optuna.study 模块中) direction (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性)

direction() (optuna.study.Study property) directions() (optuna.multi_objective.study.MultiObjectiveStudy property) disable_default_handler() (在 optuna.logging 模块中) disable_propagation() (在 optuna.logging 模块中) DiscreteUniformDistribution (optuna.distributions 中的类) distribution_to_json() (在 optuna.distributions 模块中) distributions (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) distributions() (optuna.multi_objective.trial.MultiObjectiveTrial property) (optuna.structs.FrozenTrial property) (optuna.trial.FrozenTrial property) (optuna.trial.Trial property) dump_best_config() (在 optuna.integration.allennlp 模块中) DuplicatedStudyError (optuna.exceptions 中的类) duration() (optuna.structs.FrozenTrial property) (optuna.trial.FrozenTrial property)

E

enable_default_handler() (在 optuna.logging 模块中) enable_propagation() (在 optuna.logging 模块中) enqueue_trial() (optuna.multi_objective.study.MultiObjectiveStudy 方法) (optuna.study.Study 方法)

evaluate() (optuna.importance.FanovaImportanceEvaluator 方法) (optuna.importance.MeanDecreaseImpurityImportanceEvaluator 方法)

F

FAIL (optuna.structs.TrialState 属性) (optuna.trial.TrialState 属性) FanovaImportanceEvaluator (optuna.importance 中的类) FastAIPruningCallback (optuna.integration 中的类) file optuna-study-optimize command line option

fit() (optuna.integration.OptunaSearchCV 方法) FixedTrial (optuna.trial 中的类) FrozenMultiObjectiveTrial (optuna.multi_objective.trial 中的类) FrozenTrial (optuna.structs 中的类) (optuna.trial 中的类)

G

get_all_study_summaries() (在 optuna 模块中) (在 optuna.study 模块中) get_best_booster() (optuna.integration.lightgbm.LightGBMTuner 方法) get_param_importances() (在 optuna.importance 模块中)

get_pareto_front_trials() (optuna.multi_objective.study.MultiObjectiveStudy 方法) get_trials() (optuna.multi_objective.study.MultiObjectiveStudy 方法) (optuna.study.Study 方法) get_verbosity() (在 optuna.logging 模块中) GridSampler (optuna.samplers 中的类)

H

high (optuna.distributions.DiscreteUniformDistribution 属性) (optuna.distributions.IntLogUniformDistribution 属性) (optuna.distributions.IntUniformDistribution 属性) (optuna.distributions.LogUniformDistribution 属性) (optuna.distributions.UniformDistribution 属性)

HyperbandPruner (optuna.pruners 中的类) hyperopt_parameters() (optuna.samplers.TPESampler 静态方法)

I

infer_relative_search_space() (optuna.multi_objective.samplers.BaseMultiObjectiveSampler 方法) (optuna.samplers.BaseSampler 方法) intermediate_values (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.trial.FrozenTrial 属性)

intersection_search_space() (在 optuna.samplers 模块中) IntersectionSearchSpace (optuna.samplers 中的类) IntLogUniformDistribution (optuna.distributions 中的类) IntUniformDistribution (optuna.distributions 中的类) inverse_transform() (optuna.integration.OptunaSearchCV property) is_available() (在 optuna.visualization 模块中)

J

json_to_distribution() (在 optuna.distributions 模块中)

K

KerasPruningCallback (optuna.integration 中的类)

L

LightGBMPruningCallback (optuna.integration 中的类) LightGBMTuner (optuna.integration.lightgbm 中的类) LightGBMTunerCV (optuna.integration.lightgbm 中的类) load_study() (在 optuna 模块中) (在 optuna.multi_objective.study 模块中) (在 optuna.study 模块中)

LogUniformDistribution (optuna.distributions 中的类) low (optuna.distributions.DiscreteUniformDistribution 属性) (optuna.distributions.IntLogUniformDistribution 属性) (optuna.distributions.IntUniformDistribution 属性) (optuna.distributions.LogUniformDistribution 属性) (optuna.distributions.UniformDistribution 属性)

M

MAXIMIZE (optuna.structs.StudyDirection 属性) (optuna.study.StudyDirection 属性) MeanDecreaseImpurityImportanceEvaluator (optuna.importance 中的类) MedianPruner (optuna.pruners 中的类) method optuna-study-optimize command line option

MINIMIZE (optuna.structs.StudyDirection 属性) (optuna.study.StudyDirection 属性) MLflowCallback (optuna.integration 中的类) MultiObjectiveStudy (optuna.multi_objective.study 中的类) MultiObjectiveTrial (optuna.multi_objective.trial 中的类) MXNetPruningCallback (optuna.integration 中的类)

N

n_objectives() (optuna.multi_objective.study.MultiObjectiveStudy property) n_trials (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性) n_trials_() (optuna.integration.OptunaSearchCV property) NopPruner (optuna.pruners 中的类) NOT_SET (optuna.structs.StudyDirection 属性) (optuna.study.StudyDirection 属性)

NSGAIIMultiObjectiveSampler (optuna.multi_objective.samplers 中的类) number (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.trial.FrozenTrial 属性) number() (optuna.multi_objective.trial.MultiObjectiveTrial property) (optuna.trial.Trial property)

O

optimize() (optuna.integration.ChainerMNStudy 方法) (optuna.multi_objective.study.MultiObjectiveStudy 方法) (optuna.study.Study 方法) optuna 模块 optuna command line option --debug --log-file <LOG_FILE> --quiet --storage <STORAGE> --verbose --version -q -v optuna-create-study command line option --direction <DIRECTION> --skip-if-exists --study-name <STUDY_NAME> optuna-dashboard command line option --allow-websocket-origin <BOKEH_ALLOW_WEBSOCKET_ORIGINS> --out <OUT> --study <STUDY> --study-name <STUDY_NAME> -o <OUT> optuna-delete-study command line option --study-name <STUDY_NAME> optuna-studies command line option --column COLUMN --fit-width --format <FORMATTER> --max-width <integer> --noindent --print-empty --quote <QUOTE_MODE> --sort-column SORT_COLUMN -c COLUMN -f <FORMATTER> optuna-study-optimize command line option --n-jobs <N_JOBS> --n-trials <N_TRIALS> --study <STUDY> --study-name <STUDY_NAME> --timeout <TIMEOUT> file method

optuna-study-set-user-attr command line option --key <KEY> --study <STUDY> --study-name <STUDY_NAME> --value <VALUE> -k <KEY> -v <VALUE> optuna.distributions 模块 optuna.exceptions 模块 optuna.importance 模块 optuna.integration 模块 optuna.logging 模块 optuna.multi_objective 模块 optuna.multi_objective.samplers 模块 optuna.multi_objective.study 模块 optuna.multi_objective.trial 模块 optuna.multi_objective.visualization 模块 optuna.pruners 模块 optuna.samplers 模块 optuna.storages 模块 optuna.structs 模块 optuna.study 模块 optuna.trial 模块 optuna.visualization 模块 OptunaError (optuna.exceptions 中的类) OptunaSearchCV (optuna.integration 中的类)

P

params (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.trial.FrozenTrial 属性) params() (optuna.multi_objective.trial.MultiObjectiveTrial property) (optuna.trial.Trial property) PercentilePruner (optuna.pruners 中的类) plot_contour() (在 optuna.visualization 模块中) plot_intermediate_values() (在 optuna.visualization 模块中) plot_optimization_history() (在 optuna.visualization 模块中) plot_parallel_coordinate() (在 optuna.visualization 模块中)

plot_param_importances() (在 optuna.visualization 模块中) plot_pareto_front() (在 optuna.multi_objective.visualization 模块中) plot_slice() (在 optuna.visualization 模块中) predict() (optuna.integration.OptunaSearchCV property) predict_log_proba() (optuna.integration.OptunaSearchCV property) predict_proba() (optuna.integration.OptunaSearchCV property) prune() (optuna.pruners.BasePruner 方法) PRUNED (optuna.structs.TrialState 属性) (optuna.trial.TrialState 属性) PyTorchIgnitePruningHandler (optuna.integration 中的类) PyTorchLightningPruningCallback (optuna.integration 中的类)

Q

q (optuna.distributions.DiscreteUniformDistribution 属性)

R

RandomMultiObjectiveSampler (optuna.multi_objective.samplers 中的类) RandomSampler (optuna.samplers 中的类) RDBStorage (optuna.storages 中的类) RedisStorage (optuna.storages 中的类) report() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) reseed_rng() (optuna.integration.CmaEsSampler 方法) (optuna.integration.SkoptSampler 方法) (optuna.samplers.BaseSampler 方法) (optuna.samplers.CmaEsSampler 方法) (optuna.samplers.RandomSampler 方法) (optuna.samplers.TPESampler 方法)

run() (optuna.integration.AllenNLPExecutor 方法) (optuna.integration.lightgbm.LightGBMTuner 方法) (optuna.integration.lightgbm.LightGBMTunerCV 方法) RUNNING (optuna.structs.TrialState 属性) (optuna.trial.TrialState 属性)

S

sample_independent() (optuna.multi_objective.samplers.BaseMultiObjectiveSampler 方法) (optuna.samplers.BaseSampler 方法) sample_relative() (optuna.multi_objective.samplers.BaseMultiObjectiveSampler 方法) (optuna.samplers.BaseSampler 方法) sampler() (optuna.multi_objective.study.MultiObjectiveStudy property) score() (optuna.integration.OptunaSearchCV 方法) score_samples() (optuna.integration.OptunaSearchCV property) set_user_attr() (optuna.integration.OptunaSearchCV property) (optuna.multi_objective.study.MultiObjectiveStudy 方法) (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.study.Study 方法) (optuna.trial.Trial 方法) set_verbosity() (在 optuna.logging 模块中) should_prune() (optuna.trial.Trial 方法) single() (optuna.distributions.CategoricalDistribution 方法) (optuna.distributions.DiscreteUniformDistribution 方法) (optuna.distributions.IntLogUniformDistribution 方法) (optuna.distributions.IntUniformDistribution 方法) (optuna.distributions.LogUniformDistribution 方法) (optuna.distributions.UniformDistribution 方法) SkoptSampler (optuna.integration 中的类) state (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.trial.FrozenTrial 属性) step (optuna.distributions.IntLogUniformDistribution 属性) (optuna.distributions.IntUniformDistribution 属性)

stop() (optuna.study.Study 方法) StorageInternalError (optuna.exceptions 中的类) Study (optuna.study 中的类) study_name (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性) StudyDirection (optuna.structs 中的类) (optuna.study 中的类) StudySummary (optuna.structs 中的类) (optuna.study 中的类) SuccessiveHalvingPruner (optuna.pruners 中的类) suggest_categorical() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) suggest_discrete_uniform() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) suggest_float() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) suggest_int() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) suggest_loguniform() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) suggest_uniform() (optuna.multi_objective.trial.MultiObjectiveTrial 方法) (optuna.trial.Trial 方法) system_attrs (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性)

T

TensorFlowPruningHook (optuna.integration 中的类) TFKerasPruningCallback (optuna.integration 中的类) ThresholdPruner (optuna.pruners 中的类) TPESampler (optuna.samplers 中的类) train() (在 optuna.integration.lightgbm 模块中) transform() (optuna.integration.OptunaSearchCV property) Trial (optuna.trial 中的类) TrialPruned (optuna 中的类) (optuna.exceptions 中的类)

trials() (optuna.multi_objective.study.MultiObjectiveStudy property) (optuna.study.Study property) trials_() (optuna.integration.OptunaSearchCV property) trials_dataframe() (optuna.integration.OptunaSearchCV property) (optuna.study.Study 方法) TrialState (optuna.structs 中的类) (optuna.trial 中的类)

U

UniformDistribution (optuna.distributions 中的类) user_attrs (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性) (optuna.structs.FrozenTrial 属性) (optuna.structs.StudySummary 属性) (optuna.study.StudySummary 属性) (optuna.trial.FrozenTrial 属性)

user_attrs() (optuna.multi_objective.study.MultiObjectiveStudy property) (optuna.multi_objective.trial.MultiObjectiveTrial property) (optuna.study.Study property) (optuna.trial.Trial property) user_attrs_() (optuna.integration.OptunaSearchCV property)

V

value (optuna.structs.FrozenTrial 属性) (optuna.trial.FrozenTrial 属性)

values (optuna.multi_objective.trial.FrozenMultiObjectiveTrial 属性)

X

XGBoostPruningCallback (optuna.integration 中的类)

模

模块 optuna optuna.distributions optuna.exceptions optuna.importance optuna.integration optuna.logging optuna.multi_objective optuna.multi_objective.samplers optuna.multi_objective.study optuna.multi_objective.trial optuna.multi_objective.visualization optuna.pruners optuna.samplers optuna.storages optuna.structs optuna.study optuna.trial optuna.visualization