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Index
Symbols
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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T
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U
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V
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X
Symbols
--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 (class in optuna.integration)
B
BaseMultiObjectiveSampler (class in optuna.multi_objective.samplers)
BasePruner (class in optuna.pruners)
BaseSampler (class in optuna.samplers)
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 attribute)
(optuna.study.StudySummary attribute)
best_trial() (optuna.study.Study property)
best_trial_() (optuna.integration.OptunaSearchCV property)
best_value() (optuna.study.Study property)
C
calculate() (optuna.samplers.IntersectionSearchSpace method)
CategoricalDistribution (class in optuna.distributions)
ChainerMNStudy (class in optuna.integration)
ChainerPruningExtension (class in optuna.integration)
check_distribution_compatibility() (in module optuna.distributions)
choices (optuna.distributions.CategoricalDistribution attribute)
classes_() (optuna.integration.OptunaSearchCV property)
CLIUsageError (class in optuna.exceptions)
CmaEsSampler (class in optuna.integration)
(class in optuna.samplers)
COMPLETE (optuna.structs.TrialState attribute)
(optuna.trial.TrialState attribute)
create_study() (in module optuna)
(in module optuna.multi_objective.study)
(in module optuna.study)
D
datetime_complete (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.trial.FrozenTrial attribute)
datetime_start (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.structs.StudySummary attribute)
(optuna.study.StudySummary attribute)
(optuna.trial.FrozenTrial attribute)
datetime_start() (optuna.multi_objective.trial.MultiObjectiveTrial property)
(optuna.trial.Trial property)
decision_function() (optuna.integration.OptunaSearchCV property)
delete_study() (in module optuna)
(in module optuna.study)
direction (optuna.structs.StudySummary attribute)
(optuna.study.StudySummary attribute)
direction() (optuna.study.Study property)
directions() (optuna.multi_objective.study.MultiObjectiveStudy property)
disable_default_handler() (in module optuna.logging)
disable_propagation() (in module optuna.logging)
DiscreteUniformDistribution (class in optuna.distributions)
distribution_to_json() (in module optuna.distributions)
distributions (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
distributions() (optuna.multi_objective.trial.MultiObjectiveTrial property)
(optuna.structs.FrozenTrial property)
(optuna.trial.FrozenTrial property)
(optuna.trial.Trial property)
dump_best_config() (in module optuna.integration.allennlp)
DuplicatedStudyError (class in optuna.exceptions)
duration() (optuna.structs.FrozenTrial property)
(optuna.trial.FrozenTrial property)
E
enable_default_handler() (in module optuna.logging)
enable_propagation() (in module optuna.logging)
enqueue_trial() (optuna.multi_objective.study.MultiObjectiveStudy method)
(optuna.study.Study method)
evaluate() (optuna.importance.FanovaImportanceEvaluator method)
(optuna.importance.MeanDecreaseImpurityImportanceEvaluator method)
F
FAIL (optuna.structs.TrialState attribute)
(optuna.trial.TrialState attribute)
FanovaImportanceEvaluator (class in optuna.importance)
FastAIPruningCallback (class in optuna.integration)
file
optuna-study-optimize command line option
fit() (optuna.integration.OptunaSearchCV method)
FixedTrial (class in optuna.trial)
FrozenMultiObjectiveTrial (class in optuna.multi_objective.trial)
FrozenTrial (class in optuna.structs)
(class in optuna.trial)
G
get_all_study_summaries() (in module optuna)
(in module optuna.study)
get_best_booster() (optuna.integration.lightgbm.LightGBMTuner method)
get_param_importances() (in module optuna.importance)
get_pareto_front_trials() (optuna.multi_objective.study.MultiObjectiveStudy method)
get_trials() (optuna.multi_objective.study.MultiObjectiveStudy method)
(optuna.study.Study method)
get_verbosity() (in module optuna.logging)
GridSampler (class in optuna.samplers)
H
high (optuna.distributions.DiscreteUniformDistribution attribute)
(optuna.distributions.IntLogUniformDistribution attribute)
(optuna.distributions.IntUniformDistribution attribute)
(optuna.distributions.LogUniformDistribution attribute)
(optuna.distributions.UniformDistribution attribute)
HyperbandPruner (class in optuna.pruners)
hyperopt_parameters() (optuna.samplers.TPESampler static method)
I
infer_relative_search_space() (optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.samplers.BaseSampler method)
intermediate_values (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.trial.FrozenTrial attribute)
intersection_search_space() (in module optuna.samplers)
IntersectionSearchSpace (class in optuna.samplers)
IntLogUniformDistribution (class in optuna.distributions)
IntUniformDistribution (class in optuna.distributions)
inverse_transform() (optuna.integration.OptunaSearchCV property)
is_available() (in module optuna.visualization)
J
json_to_distribution() (in module optuna.distributions)
K
KerasPruningCallback (class in optuna.integration)
L
LightGBMPruningCallback (class in optuna.integration)
LightGBMTuner (class in optuna.integration.lightgbm)
LightGBMTunerCV (class in optuna.integration.lightgbm)
load_study() (in module optuna)
(in module optuna.multi_objective.study)
(in module optuna.study)
LogUniformDistribution (class in optuna.distributions)
low (optuna.distributions.DiscreteUniformDistribution attribute)
(optuna.distributions.IntLogUniformDistribution attribute)
(optuna.distributions.IntUniformDistribution attribute)
(optuna.distributions.LogUniformDistribution attribute)
(optuna.distributions.UniformDistribution attribute)
M
MAXIMIZE (optuna.structs.StudyDirection attribute)
(optuna.study.StudyDirection attribute)
MeanDecreaseImpurityImportanceEvaluator (class in optuna.importance)
MedianPruner (class in optuna.pruners)
method
optuna-study-optimize command line option
MINIMIZE (optuna.structs.StudyDirection attribute)
(optuna.study.StudyDirection attribute)
MLflowCallback (class in optuna.integration)
module
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
MultiObjectiveStudy (class in optuna.multi_objective.study)
MultiObjectiveTrial (class in optuna.multi_objective.trial)
MXNetPruningCallback (class in optuna.integration)
N
n_objectives() (optuna.multi_objective.study.MultiObjectiveStudy property)
n_trials (optuna.structs.StudySummary attribute)
(optuna.study.StudySummary attribute)
n_trials_() (optuna.integration.OptunaSearchCV property)
NopPruner (class in optuna.pruners)
NOT_SET (optuna.structs.StudyDirection attribute)
(optuna.study.StudyDirection attribute)
NSGAIIMultiObjectiveSampler (class in optuna.multi_objective.samplers)
number (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.trial.FrozenTrial attribute)
number() (optuna.multi_objective.trial.MultiObjectiveTrial property)
(optuna.trial.Trial property)
O
optimize() (optuna.integration.ChainerMNStudy method)
(optuna.multi_objective.study.MultiObjectiveStudy method)
(optuna.study.Study method)
optuna
module
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
module
optuna.exceptions
module
optuna.importance
module
optuna.integration
module
optuna.logging
module
optuna.multi_objective
module
optuna.multi_objective.samplers
module
optuna.multi_objective.study
module
optuna.multi_objective.trial
module
optuna.multi_objective.visualization
module
optuna.pruners
module
optuna.samplers
module
optuna.storages
module
optuna.structs
module
optuna.study
module
optuna.trial
module
optuna.visualization
module
OptunaError (class in optuna.exceptions)
OptunaSearchCV (class in optuna.integration)
P
params (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.trial.FrozenTrial attribute)
params() (optuna.multi_objective.trial.MultiObjectiveTrial property)
(optuna.trial.Trial property)
PercentilePruner (class in optuna.pruners)
plot_contour() (in module optuna.visualization)
plot_intermediate_values() (in module optuna.visualization)
plot_optimization_history() (in module optuna.visualization)
plot_parallel_coordinate() (in module optuna.visualization)
plot_param_importances() (in module optuna.visualization)
plot_pareto_front() (in module optuna.multi_objective.visualization)
plot_slice() (in module optuna.visualization)
predict() (optuna.integration.OptunaSearchCV property)
predict_log_proba() (optuna.integration.OptunaSearchCV property)
predict_proba() (optuna.integration.OptunaSearchCV property)
prune() (optuna.pruners.BasePruner method)
PRUNED (optuna.structs.TrialState attribute)
(optuna.trial.TrialState attribute)
PyCmaSampler (class in optuna.integration)
PyTorchIgnitePruningHandler (class in optuna.integration)
PyTorchLightningPruningCallback (class in optuna.integration)
Q
q (optuna.distributions.DiscreteUniformDistribution attribute)
R
RandomMultiObjectiveSampler (class in optuna.multi_objective.samplers)
RandomSampler (class in optuna.samplers)
RDBStorage (class in optuna.storages)
RedisStorage (class in optuna.storages)
report() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
reseed_rng() (optuna.integration.PyCmaSampler method)
(optuna.integration.SkoptSampler method)
(optuna.samplers.BaseSampler method)
(optuna.samplers.CmaEsSampler method)
(optuna.samplers.RandomSampler method)
(optuna.samplers.TPESampler method)
run() (optuna.integration.AllenNLPExecutor method)
(optuna.integration.lightgbm.LightGBMTuner method)
(optuna.integration.lightgbm.LightGBMTunerCV method)
RUNNING (optuna.structs.TrialState attribute)
(optuna.trial.TrialState attribute)
S
sample_independent() (optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.samplers.BaseSampler method)
sample_relative() (optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.samplers.BaseSampler method)
sampler() (optuna.multi_objective.study.MultiObjectiveStudy property)
score() (optuna.integration.OptunaSearchCV method)
score_samples() (optuna.integration.OptunaSearchCV property)
set_user_attr() (optuna.integration.OptunaSearchCV property)
(optuna.multi_objective.study.MultiObjectiveStudy method)
(optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.study.Study method)
(optuna.trial.Trial method)
set_verbosity() (in module optuna.logging)
should_prune() (optuna.trial.Trial method)
single() (optuna.distributions.CategoricalDistribution method)
(optuna.distributions.DiscreteUniformDistribution method)
(optuna.distributions.IntLogUniformDistribution method)
(optuna.distributions.IntUniformDistribution method)
(optuna.distributions.LogUniformDistribution method)
(optuna.distributions.UniformDistribution method)
SkoptSampler (class in optuna.integration)
state (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.trial.FrozenTrial attribute)
step (optuna.distributions.IntLogUniformDistribution attribute)
(optuna.distributions.IntUniformDistribution attribute)
stop() (optuna.study.Study method)
StorageInternalError (class in optuna.exceptions)
Study (class in optuna.study)
study_name (optuna.structs.StudySummary attribute)
(optuna.study.StudySummary attribute)
StudyDirection (class in optuna.structs)
(class in optuna.study)
StudySummary (class in optuna.structs)
(class in optuna.study)
SuccessiveHalvingPruner (class in optuna.pruners)
suggest_categorical() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
suggest_discrete_uniform() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
suggest_float() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
suggest_int() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
suggest_loguniform() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
suggest_uniform() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
system_attrs (optuna.structs.StudySummary attribute)
(optuna.study.StudySummary attribute)
T
TensorFlowPruningHook (class in optuna.integration)
TFKerasPruningCallback (class in optuna.integration)
ThresholdPruner (class in optuna.pruners)
TPESampler (class in optuna.samplers)
train() (in module optuna.integration.lightgbm)
transform() (optuna.integration.OptunaSearchCV property)
Trial (class in optuna.trial)
TrialPruned (class in optuna)
(class in optuna.exceptions)
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 method)
TrialState (class in optuna.structs)
(class in optuna.trial)
U
UniformDistribution (class in optuna.distributions)
user_attrs (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
(optuna.structs.FrozenTrial attribute)
(optuna.structs.StudySummary attribute)
(optuna.study.StudySummary attribute)
(optuna.trial.FrozenTrial attribute)
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 attribute)
(optuna.trial.FrozenTrial attribute)
values (optuna.multi_objective.trial.FrozenMultiObjectiveTrial attribute)
X
XGBoostPruningCallback (class in optuna.integration)
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