Key Features
Code Examples
Installation
Blog
Videos
Paper
restrict-sphinx-rtd-theme-branch-autosummary
Contents:
Installation
Tutorial
API Reference
FAQ
Optuna
Docs
»
Index
Edit on GitHub
Index
Symbols
|
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
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
_
__init__() (optuna.distributions.CategoricalDistribution method)
(optuna.distributions.DiscreteUniformDistribution method)
(optuna.distributions.IntLogUniformDistribution method)
(optuna.distributions.IntUniformDistribution method)
(optuna.distributions.LogUniformDistribution method)
(optuna.distributions.UniformDistribution method)
(optuna.importance.FanovaImportanceEvaluator method)
(optuna.importance.MeanDecreaseImpurityImportanceEvaluator method)
(optuna.integration.AllenNLPExecutor method)
(optuna.integration.ChainerMNStudy method)
(optuna.integration.ChainerPruningExtension method)
(optuna.integration.CmaEsSampler method)
(optuna.integration.FastAIPruningCallback method)
(optuna.integration.KerasPruningCallback method)
(optuna.integration.lightgbm.LightGBMTuner method)
(optuna.integration.lightgbm.LightGBMTunerCV method)
(optuna.integration.LightGBMPruningCallback method)
(optuna.integration.MLflowCallback method)
(optuna.integration.MXNetPruningCallback method)
(optuna.integration.OptunaSearchCV method)
(optuna.integration.PyCmaSampler method)
(optuna.integration.PyTorchIgnitePruningHandler method)
(optuna.integration.PyTorchLightningPruningCallback method)
(optuna.integration.SkoptSampler method)
(optuna.integration.TensorFlowPruningHook method)
(optuna.integration.TFKerasPruningCallback method)
(optuna.integration.XGBoostPruningCallback method)
(optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.multi_objective.samplers.NSGAIIMultiObjectiveSampler method)
(optuna.multi_objective.samplers.RandomMultiObjectiveSampler method)
(optuna.multi_objective.study.MultiObjectiveStudy method)
(optuna.multi_objective.trial.FrozenMultiObjectiveTrial method)
(optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.pruners.BasePruner method)
(optuna.pruners.HyperbandPruner method)
(optuna.pruners.MedianPruner method)
(optuna.pruners.NopPruner method)
(optuna.pruners.PercentilePruner method)
(optuna.pruners.SuccessiveHalvingPruner method)
(optuna.pruners.ThresholdPruner method)
(optuna.samplers.BaseSampler method)
(optuna.samplers.CmaEsSampler method)
(optuna.samplers.GridSampler method)
(optuna.samplers.IntersectionSearchSpace method)
(optuna.samplers.RandomSampler method)
(optuna.samplers.TPESampler method)
(optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
(optuna.study.Study method)
(optuna.study.StudyDirection method)
(optuna.study.StudySummary method)
(optuna.trial.FixedTrial method)
(optuna.trial.FrozenTrial method)
(optuna.trial.Trial method)
(optuna.trial.TrialState method)
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)
check_trial_is_updatable() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
choices (optuna.distributions.CategoricalDistribution attribute)
classes_() (optuna.integration.OptunaSearchCV property)
CLIUsageError
CmaEsSampler (class in optuna.integration)
(class in optuna.samplers)
COMPLETE (optuna.structs.TrialState attribute)
(optuna.trial.TrialState attribute)
create_new_study() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
create_new_trial() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
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)
(optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
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
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)
(optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_all_trials() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_all_versions() (optuna.storages.RDBStorage method)
get_best_booster() (optuna.integration.lightgbm.LightGBMTuner method)
get_best_trial() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_current_version() (optuna.storages.RDBStorage method)
get_head_version() (optuna.storages.RDBStorage method)
get_n_trials() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_param_importances() (in module optuna.importance)
get_pareto_front_trials() (optuna.multi_objective.study.MultiObjectiveStudy method)
get_study_direction() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_study_id_from_name() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_study_id_from_trial_id() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_study_name_from_id() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_study_system_attrs() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_study_user_attrs() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_trial() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_trial_number_from_id() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_trial_param() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_trial_params() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_trial_system_attrs() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
get_trial_user_attrs() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage 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.integration.CmaEsSampler method)
(optuna.integration.PyCmaSampler method)
(optuna.integration.SkoptSampler method)
(optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.multi_objective.samplers.NSGAIIMultiObjectiveSampler method)
(optuna.multi_objective.samplers.RandomMultiObjectiveSampler method)
(optuna.samplers.BaseSampler method)
(optuna.samplers.CmaEsSampler method)
(optuna.samplers.GridSampler method)
(optuna.samplers.RandomSampler method)
(optuna.samplers.TPESampler 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.structs
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 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.structs
module
OptunaError
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)
(optuna.pruners.HyperbandPruner method)
(optuna.pruners.MedianPruner method)
(optuna.pruners.NopPruner method)
(optuna.pruners.PercentilePruner method)
(optuna.pruners.SuccessiveHalvingPruner method)
(optuna.pruners.ThresholdPruner 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)
read_trials_from_remote_storage() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
RedisStorage (class in optuna.storages)
remove_session() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
report() (optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.trial.Trial method)
reseed_rng() (optuna.integration.CmaEsSampler method)
(optuna.integration.PyCmaSampler method)
(optuna.integration.SkoptSampler method)
(optuna.samplers.BaseSampler method)
(optuna.samplers.CmaEsSampler method)
(optuna.samplers.GridSampler 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.integration.CmaEsSampler method)
(optuna.integration.PyCmaSampler method)
(optuna.integration.SkoptSampler method)
(optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.multi_objective.samplers.NSGAIIMultiObjectiveSampler method)
(optuna.multi_objective.samplers.RandomMultiObjectiveSampler method)
(optuna.samplers.BaseSampler method)
(optuna.samplers.CmaEsSampler method)
(optuna.samplers.GridSampler method)
(optuna.samplers.RandomSampler method)
(optuna.samplers.TPESampler method)
sample_relative() (optuna.integration.CmaEsSampler method)
(optuna.integration.PyCmaSampler method)
(optuna.integration.SkoptSampler method)
(optuna.multi_objective.samplers.BaseMultiObjectiveSampler method)
(optuna.multi_objective.samplers.NSGAIIMultiObjectiveSampler method)
(optuna.multi_objective.samplers.RandomMultiObjectiveSampler method)
(optuna.samplers.BaseSampler method)
(optuna.samplers.CmaEsSampler method)
(optuna.samplers.GridSampler method)
(optuna.samplers.RandomSampler method)
(optuna.samplers.TPESampler method)
sample_train_set() (optuna.integration.lightgbm.LightGBMTuner method)
(optuna.integration.lightgbm.LightGBMTunerCV method)
sampler() (optuna.multi_objective.study.MultiObjectiveStudy property)
score() (optuna.integration.OptunaSearchCV method)
score_samples() (optuna.integration.OptunaSearchCV property)
set_study_direction() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_study_system_attr() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_study_user_attr() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_system_attr() (optuna.multi_objective.study.MultiObjectiveStudy method)
(optuna.multi_objective.trial.MultiObjectiveTrial method)
(optuna.study.Study method)
(optuna.trial.Trial method)
set_trial_intermediate_value() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_trial_param() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_trial_state() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_trial_system_attr() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_trial_user_attr() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
set_trial_value() (optuna.storages.RDBStorage method)
(optuna.storages.RedisStorage method)
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
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)
system_attrs() (optuna.multi_objective.study.MultiObjectiveStudy property)
(optuna.multi_objective.trial.MultiObjectiveTrial property)
(optuna.study.Study property)
(optuna.trial.Trial property)
T
TensorFlowPruningHook (class in optuna.integration)
TFKerasPruningCallback (class in optuna.integration)
ThresholdPruner (class in optuna.pruners)
to_external_repr() (optuna.distributions.CategoricalDistribution method)
(optuna.distributions.DiscreteUniformDistribution method)
(optuna.distributions.IntLogUniformDistribution method)
(optuna.distributions.IntUniformDistribution method)
(optuna.distributions.LogUniformDistribution method)
(optuna.distributions.UniformDistribution method)
to_internal_repr() (optuna.distributions.CategoricalDistribution method)
(optuna.distributions.DiscreteUniformDistribution method)
(optuna.distributions.IntLogUniformDistribution method)
(optuna.distributions.IntUniformDistribution method)
(optuna.distributions.LogUniformDistribution method)
(optuna.distributions.UniformDistribution method)
TPESampler (class in optuna.samplers)
train() (in module optuna.integration.lightgbm)
transform() (optuna.integration.OptunaSearchCV property)
Trial (class in optuna.trial)
TrialPruned
,
[1]
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)
upgrade() (optuna.storages.RDBStorage method)
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)
W
with_traceback() (optuna.exceptions.CLIUsageError method)
(optuna.exceptions.DuplicatedStudyError method)
(optuna.exceptions.OptunaError method)
(optuna.exceptions.StorageInternalError method)
(optuna.exceptions.TrialPruned method)
(optuna.TrialPruned method)
X
XGBoostPruningCallback (class in optuna.integration)
Read the Docs
v: restrict-sphinx-rtd-theme-branch-autosummary
Versions
latest
stable
rtd-sphinx-test
restrict-sphinx-rtd-theme-branch-autosummary
restrict-sphinx-rtd-theme-branch
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.