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hyperparameter_hunter
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Index
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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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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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R
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S
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T
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U
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V
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W
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X
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Y
A
acq_optimizer() (hyperparameter_hunter.optimization.backends.skopt.engine.Optimizer property)
add_complex_type_lookup_entry() (hyperparameter_hunter.keys.makers.KeyMaker method)
add_entry() (hyperparameter_hunter.leaderboards.GlobalLeaderboard method)
(hyperparameter_hunter.leaderboards.Leaderboard method)
add_step() (hyperparameter_hunter.feature_engineering.FeatureEngineer method)
(hyperparameter_hunter.FeatureEngineer method)
add_time_to_content() (in module hyperparameter_hunter.reporting)
add_to_json() (in module hyperparameter_hunter.utils.file_utils)
aggregator_epochs_elapsed() (in module hyperparameter_hunter.callbacks.recipes)
AggregatorEvaluations (class in hyperparameter_hunter.callbacks.aggregators)
AggregatorHoldout (class in hyperparameter_hunter.callbacks.aggregators)
AggregatorLosses (class in hyperparameter_hunter.callbacks.aggregators)
AggregatorOOF (class in hyperparameter_hunter.callbacks.aggregators)
AggregatorTest (class in hyperparameter_hunter.callbacks.aggregators)
AggregatorTimes (class in hyperparameter_hunter.callbacks.aggregators)
Alias (class in hyperparameter_hunter.utils.general_utils)
ArgumentTracer (class in hyperparameter_hunter.tracers)
ask() (hyperparameter_hunter.optimization.backends.skopt.engine.Optimizer method)
B
base_callback_class_sorter() (in module hyperparameter_hunter.experiment_core)
base_estimator() (hyperparameter_hunter.optimization.backends.skopt.engine.Optimizer property)
BaseAggregatorCallback (class in hyperparameter_hunter.callbacks.bases)
BaseCallback (class in hyperparameter_hunter.callbacks.bases)
BaseCVExperiment (class in hyperparameter_hunter.experiments)
BaseDataChunk (class in hyperparameter_hunter.data.data_core)
BaseDataCore (class in hyperparameter_hunter.data.data_core)
BaseDataset (class in hyperparameter_hunter.data.data_core)
BaseEvaluatorCallback (class in hyperparameter_hunter.callbacks.bases)
BaseExperiment (class in hyperparameter_hunter.experiments)
BaseInputChunk (class in hyperparameter_hunter.data.data_chunks.input_chunks)
BaseInputWranglerCallback (class in hyperparameter_hunter.callbacks.bases)
BaseLoggerCallback (class in hyperparameter_hunter.callbacks.bases)
BaseOptPro (class in hyperparameter_hunter.optimization.protocol_core)
BasePredictionChunk (class in hyperparameter_hunter.data.data_chunks.prediction_chunks)
BasePredictorCallback (class in hyperparameter_hunter.callbacks.bases)
BaseRecorder (class in hyperparameter_hunter.recorders)
BaseTargetChunk (class in hyperparameter_hunter.data.data_chunks.target_chunks)
BaseTargetWranglerCallback (class in hyperparameter_hunter.callbacks.bases)
BaseWranglerCallback (class in hyperparameter_hunter.callbacks.bases)
BayesianOptimization (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
BayesianOptPro (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
bounds() (hyperparameter_hunter.Categorical property)
(hyperparameter_hunter.space.dimensions.Categorical property)
(hyperparameter_hunter.space.dimensions.Dimension property)
(hyperparameter_hunter.space.dimensions.NumericalDimension property)
(hyperparameter_hunter.space.space_core.Space property)
build_temp_model_file() (in module hyperparameter_hunter.utils.parsing_utils)
C
Categorical (class in hyperparameter_hunter)
(class in hyperparameter_hunter.space.dimensions)
check_dimension() (in module hyperparameter_hunter.space.space_core)
check_dummy_params() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
check_x_in_space() (in module hyperparameter_hunter.optimization.backends.skopt.engine)
classify_output() (in module hyperparameter_hunter.metrics)
clean_parameter_names() (in module hyperparameter_hunter.reporting)
clean_parenthesized_string() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
clear_file() (in module hyperparameter_hunter.utils.file_utils)
combine_column_order() (in module hyperparameter_hunter.leaderboards)
confusion_matrix_holdout() (in module hyperparameter_hunter.callbacks.recipes)
confusion_matrix_oof() (in module hyperparameter_hunter.callbacks.recipes)
consolidate_layers() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
ContinueRemap
cook_estimator() (in module hyperparameter_hunter.optimization.backends.skopt.engine)
copy() (hyperparameter_hunter.optimization.backends.skopt.engine.Optimizer method)
cross_experiment_params() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
cross_validation_workflow() (hyperparameter_hunter.experiments.BaseCVExperiment method)
CrossExperimentKeyMaker (class in hyperparameter_hunter.keys.makers)
cv_fold_workflow() (hyperparameter_hunter.experiments.BaseCVExperiment method)
cv_run_workflow() (hyperparameter_hunter.experiments.BaseCVExperiment method)
cv_type() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
CVExperiment (class in hyperparameter_hunter)
(class in hyperparameter_hunter.experiments)
D
dataset_recorder() (in module hyperparameter_hunter.callbacks.recipes)
DatasetNameReport (class in hyperparameter_hunter.feature_engineering)
DatasetSentinel (class in hyperparameter_hunter.sentinels)
debug() (hyperparameter_hunter.reporting.ReportingHandler method)
(hyperparameter_hunter.settings.G static method)
debug_() (hyperparameter_hunter.settings.G method)
deep_restricted_update() (in module hyperparameter_hunter.utils.general_utils)
default_do_full_save() (in module hyperparameter_hunter.utils.result_utils)
default_json_write() (in module hyperparameter_hunter.utils.file_utils)
DEFAULT_PARAMS (hyperparameter_hunter.Environment attribute)
(hyperparameter_hunter.environment.Environment attribute)
define_holdout_set() (in module hyperparameter_hunter.environment)
Deprecated (class in hyperparameter_hunter.utils.version_utils)
DeprecatedWarning
DescriptionRecorder (class in hyperparameter_hunter.recorders)
Dimension (class in hyperparameter_hunter.space.dimensions)
dimension_subset() (in module hyperparameter_hunter.utils.optimization_utils)
distance() (hyperparameter_hunter.Categorical method)
(hyperparameter_hunter.space.dimensions.Categorical method)
(hyperparameter_hunter.space.dimensions.Dimension method)
(hyperparameter_hunter.space.dimensions.NumericalDimension method)
(hyperparameter_hunter.space.space_core.Space method)
distribution() (hyperparameter_hunter.space.dimensions.Dimension property)
does_fit_in_space() (in module hyperparameter_hunter.utils.optimization_utils)
does_key_exist() (hyperparameter_hunter.keys.makers.CrossExperimentKeyMaker method)
(hyperparameter_hunter.keys.makers.HyperparameterKeyMaker method)
(hyperparameter_hunter.keys.makers.KeyMaker method)
does_match_extra_params_guidelines() (hyperparameter_hunter.result_reader.ResultFinder method)
does_match_extra_params_space() (hyperparameter_hunter.result_reader.ResultFinder method)
does_match_feature_engineer() (hyperparameter_hunter.result_reader.ResultFinder method)
does_match_guidelines() (in module hyperparameter_hunter.result_reader)
does_match_init_params_guidelines() (hyperparameter_hunter.result_reader.ResultFinder method)
does_match_init_params_guidelines_multi() (hyperparameter_hunter.result_reader.ResultFinder method)
does_match_init_params_space() (hyperparameter_hunter.result_reader.ResultFinder method)
DummyOptPro (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
DummySearch (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
E
EMPTY_SENTINEL (class in hyperparameter_hunter.feature_engineering)
EngineerStep (class in hyperparameter_hunter)
(class in hyperparameter_hunter.feature_engineering)
Env (hyperparameter_hunter.settings.G attribute)
Environment (class in hyperparameter_hunter)
(class in hyperparameter_hunter.environment)
environment_workflow() (hyperparameter_hunter.Environment method)
(hyperparameter_hunter.environment.Environment method)
EnvironmentInactiveError
EnvironmentInvalidError
ET (in module hyperparameter_hunter)
(in module hyperparameter_hunter.optimization)
(in module hyperparameter_hunter.optimization.backends.skopt.protocols)
evaluate() (hyperparameter_hunter.metrics.ScoringMixIn method)
evaluations_to_columns() (in module hyperparameter_hunter.leaderboards)
EvaluatorHoldout (class in hyperparameter_hunter.callbacks.evaluators)
EvaluatorOOF (class in hyperparameter_hunter.callbacks.evaluators)
exec_module() (hyperparameter_hunter.importer.KerasLayerLoader method)
(hyperparameter_hunter.importer.KerasMultiInitializerLoader method)
execute() (hyperparameter_hunter.experiments.BaseCVExperiment method)
(hyperparameter_hunter.experiments.BaseExperiment method)
expand_mins_secs() (in module hyperparameter_hunter.utils.general_utils)
experiment_callbacks() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
experiment_ids() (hyperparameter_hunter.result_reader.ResultFinder property)
experiment_workflow() (hyperparameter_hunter.experiments.BaseExperiment method)
ExperimentMeta (class in hyperparameter_hunter.experiment_core)
extra_enter_attrs() (in module hyperparameter_hunter.utils.general_utils)
extract_imports() (in module hyperparameter_hunter.utils.parsing_utils)
ExtraTreesOptimization (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
ExtraTreesOptPro (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
F
f() (hyperparameter_hunter.EngineerStep property)
(hyperparameter_hunter.feature_engineering.EngineerStep property)
FeatureEngineer (class in hyperparameter_hunter)
(class in hyperparameter_hunter.feature_engineering)
file_blacklist() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
filter_by_space() (in module hyperparameter_hunter.utils.optimization_utils)
find() (hyperparameter_hunter.result_reader.ResultFinder method)
find_space_fragments() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
find_spec() (hyperparameter_hunter.importer.Interceptor method)
finder_selector() (in module hyperparameter_hunter.result_reader)
fit() (hyperparameter_hunter.models.KerasModel method)
(hyperparameter_hunter.models.Model method)
flatten() (in module hyperparameter_hunter.utils.general_utils)
float_format (hyperparameter_hunter.callbacks.loggers.LoggerFitStatus attribute)
forge_experiment() (hyperparameter_hunter.optimization.protocol_core.BaseOptPro method)
format_evaluation() (in module hyperparameter_hunter.reporting)
format_fold_run() (in module hyperparameter_hunter.reporting)
format_frame_source() (in module hyperparameter_hunter.reporting)
format_metrics() (in module hyperparameter_hunter.metrics)
format_predictions() (in module hyperparameter_hunter.utils.result_utils)
format_result() (hyperparameter_hunter.recorders.BaseRecorder method)
(hyperparameter_hunter.recorders.DescriptionRecorder method)
(hyperparameter_hunter.recorders.HeartbeatRecorder method)
(hyperparameter_hunter.recorders.LeaderboardEntryRecorder method)
(hyperparameter_hunter.recorders.PredictionsHoldoutRecorder method)
(hyperparameter_hunter.recorders.PredictionsOOFRecorder method)
(hyperparameter_hunter.recorders.PredictionsTestRecorder method)
(hyperparameter_hunter.recorders.RecorderList method)
(hyperparameter_hunter.recorders.TestedKeyRecorder method)
(hyperparameter_hunter.recorders.UnsortedIDLeaderboardRecorder method)
(hyperparameter_hunter.recorders.YAMLDescriptionRecorder method)
format_result_paths() (hyperparameter_hunter.Environment method)
(hyperparameter_hunter.environment.Environment method)
from_path() (hyperparameter_hunter.leaderboards.Leaderboard class method)
G
G (class in hyperparameter_hunter.settings)
GBRT (in module hyperparameter_hunter)
(in module hyperparameter_hunter.optimization)
(in module hyperparameter_hunter.optimization.backends.skopt.protocols)
generate_cross_experiment_key() (hyperparameter_hunter.Environment method)
(hyperparameter_hunter.environment.Environment method)
get_boston_data() (in module hyperparameter_hunter.utils.learning_utils)
get_breast_cancer_data() (in module hyperparameter_hunter.utils.learning_utils)
get_by_name() (hyperparameter_hunter.space.space_core.Space method)
get_choice_dimensions() (in module hyperparameter_hunter.utils.optimization_utils)
get_clean_prediction() (in module hyperparameter_hunter.metrics)
get_comparison_attrs() (hyperparameter_hunter.EngineerStep static method)
(hyperparameter_hunter.feature_engineering.EngineerStep static method)
get_concise_params_dict() (in module hyperparameter_hunter.library_helpers.keras_helper)
get_cv_indices() (in module hyperparameter_hunter.experiments)
get_datasets_for_f() (hyperparameter_hunter.EngineerStep method)
(hyperparameter_hunter.feature_engineering.EngineerStep method)
get_diabetes_data() (in module hyperparameter_hunter.utils.learning_utils)
get_engineering_step_params() (in module hyperparameter_hunter.feature_engineering)
get_engineering_step_stage() (in module hyperparameter_hunter.feature_engineering)
get_formatted_target_metric() (in module hyperparameter_hunter.metrics)
get_ids_by() (in module hyperparameter_hunter.utils.optimization_utils)
get_input_shape() (hyperparameter_hunter.models.KerasModel method)
get_iris_data() (in module hyperparameter_hunter.utils.learning_utils)
get_keras_attr() (in module hyperparameter_hunter.library_helpers.keras_helper)
get_key_data() (hyperparameter_hunter.EngineerStep method)
(hyperparameter_hunter.FeatureEngineer method)
(hyperparameter_hunter.feature_engineering.EngineerStep method)
(hyperparameter_hunter.feature_engineering.FeatureEngineer method)
get_param_column_sizes() (in module hyperparameter_hunter.reporting)
get_params() (hyperparameter_hunter.Categorical method)
(hyperparameter_hunter.Integer method)
(hyperparameter_hunter.Real method)
(hyperparameter_hunter.space.dimensions.Categorical method)
(hyperparameter_hunter.space.dimensions.Dimension method)
(hyperparameter_hunter.space.dimensions.Integer method)
(hyperparameter_hunter.space.dimensions.Real method)
get_pima_indians_data() (in module hyperparameter_hunter.utils.learning_utils)
get_ready() (hyperparameter_hunter.optimization.protocol_core.BaseOptPro method)
get_scored_params() (in module hyperparameter_hunter.utils.optimization_utils)
get_toy_classification_data() (in module hyperparameter_hunter.utils.learning_utils)
GlobalLeaderboard (class in hyperparameter_hunter.leaderboards)
go() (hyperparameter_hunter.optimization.protocol_core.BaseOptPro method)
GradientBoostedRegressionTreeOptimization (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
GradientBoostedRegressionTreeOptPro (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
H
handle_complex_types() (hyperparameter_hunter.keys.makers.KeyMaker method)
handle_exception() (in module hyperparameter_hunter.exceptions)
has_experiment_result_file() (in module hyperparameter_hunter.result_reader)
hash_callable() (in module hyperparameter_hunter.keys.hashing)
hash_datasets() (in module hyperparameter_hunter.feature_engineering)
HeartbeatRecorder (class in hyperparameter_hunter.recorders)
HHVersion (class in hyperparameter_hunter.utils.version_utils)
holdout_dataset() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
holdout_input() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
holdout_target() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
HoldoutDataset (class in hyperparameter_hunter.data)
(class in hyperparameter_hunter.data.datasets)
HoldoutInputChunk (class in hyperparameter_hunter.data.data_chunks.input_chunks)
HoldoutPredictionChunk (class in hyperparameter_hunter.data.data_chunks.prediction_chunks)
HoldoutTargetChunk (class in hyperparameter_hunter.data.data_chunks.target_chunks)
honorary_step_from_dict() (hyperparameter_hunter.EngineerStep class method)
(hyperparameter_hunter.feature_engineering.EngineerStep class method)
hook_exception_handler() (in module hyperparameter_hunter.exceptions)
hook_keras_initializers() (in module hyperparameter_hunter.importer)
hook_keras_layer() (in module hyperparameter_hunter.importer)
hyperparameter_hunter (module)
hyperparameter_hunter.algorithm_handlers (module)
hyperparameter_hunter.callbacks (module)
hyperparameter_hunter.callbacks.aggregators (module)
hyperparameter_hunter.callbacks.bases (module)
hyperparameter_hunter.callbacks.evaluators (module)
hyperparameter_hunter.callbacks.loggers (module)
hyperparameter_hunter.callbacks.recipes (module)
hyperparameter_hunter.callbacks.wranglers (module)
hyperparameter_hunter.callbacks.wranglers.input_wranglers (module)
hyperparameter_hunter.callbacks.wranglers.predictors (module)
hyperparameter_hunter.callbacks.wranglers.target_wranglers (module)
hyperparameter_hunter.data (module)
hyperparameter_hunter.data.data_chunks (module)
hyperparameter_hunter.data.data_chunks.input_chunks (module)
hyperparameter_hunter.data.data_chunks.prediction_chunks (module)
hyperparameter_hunter.data.data_chunks.target_chunks (module)
hyperparameter_hunter.data.data_core (module)
hyperparameter_hunter.data.datasets (module)
hyperparameter_hunter.environment (module)
hyperparameter_hunter.exceptions (module)
hyperparameter_hunter.experiment_core (module)
hyperparameter_hunter.experiments (module)
hyperparameter_hunter.feature_engineering (module)
hyperparameter_hunter.importer (module)
hyperparameter_hunter.keys (module)
hyperparameter_hunter.keys.hashing (module)
hyperparameter_hunter.keys.makers (module)
hyperparameter_hunter.leaderboards (module)
hyperparameter_hunter.library_helpers (module)
hyperparameter_hunter.library_helpers.keras_helper (module)
hyperparameter_hunter.library_helpers.keras_optimization_helper (module)
hyperparameter_hunter.metrics (module)
hyperparameter_hunter.models (module)
hyperparameter_hunter.optimization (module)
hyperparameter_hunter.optimization.backends (module)
hyperparameter_hunter.optimization.backends.skopt (module)
hyperparameter_hunter.optimization.backends.skopt.engine (module)
hyperparameter_hunter.optimization.backends.skopt.protocols (module)
hyperparameter_hunter.optimization.protocol_core (module)
hyperparameter_hunter.recorders (module)
hyperparameter_hunter.reporting (module)
hyperparameter_hunter.result_reader (module)
hyperparameter_hunter.sentinels (module)
hyperparameter_hunter.settings (module)
hyperparameter_hunter.space (module)
hyperparameter_hunter.space.dimensions (module)
hyperparameter_hunter.space.space_core (module)
hyperparameter_hunter.tracers (module)
hyperparameter_hunter.utils (module)
hyperparameter_hunter.utils.boltons_utils (module)
hyperparameter_hunter.utils.file_utils (module)
hyperparameter_hunter.utils.general_utils (module)
hyperparameter_hunter.utils.learning_utils (module)
hyperparameter_hunter.utils.optimization_utils (module)
hyperparameter_hunter.utils.parsing_utils (module)
hyperparameter_hunter.utils.result_utils (module)
hyperparameter_hunter.utils.version_utils (module)
HyperparameterKeyMaker (class in hyperparameter_hunter.keys.makers)
I
identify_algorithm() (in module hyperparameter_hunter.algorithm_handlers)
identify_algorithm_hyperparameters() (in module hyperparameter_hunter.algorithm_handlers)
import_hooks (hyperparameter_hunter.settings.G attribute)
ImportParser (class in hyperparameter_hunter.utils.parsing_utils)
IncompatibleCandidateError
initialize_dummy_model() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
initialize_keras_neural_network() (hyperparameter_hunter.models.KerasModel method)
initialize_model() (hyperparameter_hunter.models.KerasModel method)
(hyperparameter_hunter.models.Model method)
initialize_reporting() (hyperparameter_hunter.Environment method)
(hyperparameter_hunter.environment.Environment method)
Integer (class in hyperparameter_hunter)
(class in hyperparameter_hunter.space.dimensions)
Interceptor (class in hyperparameter_hunter.importer)
inverse_transform() (hyperparameter_hunter.EngineerStep method)
(hyperparameter_hunter.FeatureEngineer method)
(hyperparameter_hunter.Integer method)
(hyperparameter_hunter.Real method)
(hyperparameter_hunter.feature_engineering.EngineerStep method)
(hyperparameter_hunter.feature_engineering.FeatureEngineer method)
(hyperparameter_hunter.space.dimensions.Dimension method)
(hyperparameter_hunter.space.dimensions.Integer method)
(hyperparameter_hunter.space.dimensions.Real method)
(hyperparameter_hunter.space.space_core.Space method)
is_2d_list_like() (in module hyperparameter_hunter.optimization.backends.skopt.engine)
is_categorical() (hyperparameter_hunter.space.space_core.Space property)
is_line_comment() (in module hyperparameter_hunter.keys.hashing)
is_list_like() (in module hyperparameter_hunter.optimization.backends.skopt.engine)
is_real() (hyperparameter_hunter.space.space_core.Space property)
is_space_match() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
iter_fragments() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
K
keras_callback_to_dict() (in module hyperparameter_hunter.library_helpers.keras_helper)
keras_callback_to_key() (in module hyperparameter_hunter.library_helpers.keras_helper)
keras_initializer_to_dict() (in module hyperparameter_hunter.library_helpers.keras_helper)
keras_prep_workflow() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
KerasLayerLoader (class in hyperparameter_hunter.importer)
KerasModel (class in hyperparameter_hunter.models)
KerasMultiInitializerLoader (class in hyperparameter_hunter.importer)
KerasResultFinder (class in hyperparameter_hunter.result_reader)
key_type (hyperparameter_hunter.keys.makers.CrossExperimentKeyMaker attribute)
(hyperparameter_hunter.keys.makers.HyperparameterKeyMaker attribute)
key_type() (hyperparameter_hunter.keys.makers.KeyMaker property)
KeyMaker (class in hyperparameter_hunter.keys.makers)
L
lambda_callback() (in module hyperparameter_hunter)
(in module hyperparameter_hunter.callbacks.bases)
lambda_check_train_targets() (in module hyperparameter_hunter.callbacks.recipes)
Leaderboard (class in hyperparameter_hunter.leaderboards)
LeaderboardEntryRecorder (class in hyperparameter_hunter.recorders)
link_choice_ids() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
load_model() (in module hyperparameter_hunter.models)
locate_sentinels() (in module hyperparameter_hunter.sentinels)
LocationTracer (class in hyperparameter_hunter.tracers)
log() (hyperparameter_hunter.reporting.ReportingHandler method)
(hyperparameter_hunter.settings.G static method)
log_() (hyperparameter_hunter.settings.G method)
log_separator (hyperparameter_hunter.callbacks.loggers.LoggerFitStatus attribute)
LoggerEvaluation (class in hyperparameter_hunter.callbacks.loggers)
LoggerFitStatus (class in hyperparameter_hunter.callbacks.loggers)
LoggerHoldout (class in hyperparameter_hunter.callbacks.loggers)
LoggerOOF (class in hyperparameter_hunter.callbacks.loggers)
LoggerTest (class in hyperparameter_hunter.callbacks.loggers)
M
make_dirs() (in module hyperparameter_hunter.utils.file_utils)
make_hash_sha256() (in module hyperparameter_hunter.keys.hashing)
make_key() (hyperparameter_hunter.keys.makers.KeyMaker method)
merge_compile_params() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
merge_dfs() (in module hyperparameter_hunter.feature_engineering)
MergedOptProMeta (class in hyperparameter_hunter.optimization.protocol_core)
Metric (class in hyperparameter_hunter.metrics)
mini_spaces() (hyperparameter_hunter.result_reader.ResultFinder property)
Model (class in hyperparameter_hunter.models)
model_selector() (in module hyperparameter_hunter.models)
multi_visit() (in module hyperparameter_hunter.utils.general_utils)
N
n_dims() (hyperparameter_hunter.space.space_core.Space property)
name() (hyperparameter_hunter.EngineerStep property)
(hyperparameter_hunter.feature_engineering.EngineerStep property)
(hyperparameter_hunter.space.dimensions.Dimension property)
names() (hyperparameter_hunter.space.space_core.Space method)
names_for_merge() (in module hyperparameter_hunter.feature_engineering)
normalize_dimensions() (in module hyperparameter_hunter.space.space_core)
now_time() (in module hyperparameter_hunter.utils.general_utils)
NullDataChunk (class in hyperparameter_hunter.data.data_core)
NumericalDimension (class in hyperparameter_hunter.space.dimensions)
O
on_exp_end() (hyperparameter_hunter.callbacks.aggregators.AggregatorEvaluations method)
(hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorHoldout method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorOOF method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
on_exp_start() (hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputHoldout method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputOOF method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputTest method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputTrain method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.OOFPredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
(hyperparameter_hunter.experiments.BaseExperiment method)
on_fold_end() (hyperparameter_hunter.callbacks.aggregators.AggregatorEvaluations method)
(hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorHoldout method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorOOF method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.OOFPredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
on_fold_start() (hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputHoldout method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputOOF method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputTest method)
(hyperparameter_hunter.callbacks.wranglers.input_wranglers.WranglerInputTrain method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
(hyperparameter_hunter.experiments.BaseCVExperiment method)
on_rep_end() (hyperparameter_hunter.callbacks.aggregators.AggregatorEvaluations method)
(hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorHoldout method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorOOF method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.OOFPredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
on_rep_start() (hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.OOFPredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
on_run_end() (hyperparameter_hunter.callbacks.aggregators.AggregatorEvaluations method)
(hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorHoldout method)
(hyperparameter_hunter.callbacks.evaluators.EvaluatorOOF method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.prediction_chunks.BasePredictionChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
on_run_start() (hyperparameter_hunter.callbacks.aggregators.AggregatorTimes method)
(hyperparameter_hunter.callbacks.bases.BaseCallback method)
(hyperparameter_hunter.callbacks.loggers.LoggerFitStatus method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorHoldout method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorOOF method)
(hyperparameter_hunter.callbacks.wranglers.predictors.PredictorTest method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetHoldout method)
(hyperparameter_hunter.callbacks.wranglers.target_wranglers.WranglerTargetOOF method)
(hyperparameter_hunter.data.data_chunks.target_chunks.HoldoutTargetChunk method)
(hyperparameter_hunter.data.data_chunks.target_chunks.OOFTargetChunk method)
(hyperparameter_hunter.data.data_core.BaseDataCore method)
(hyperparameter_hunter.experiments.BaseCVExperiment method)
OOFDataset (class in hyperparameter_hunter.data)
(class in hyperparameter_hunter.data.datasets)
OOFInputChunk (class in hyperparameter_hunter.data.data_chunks.input_chunks)
OOFPredictionChunk (class in hyperparameter_hunter.data.data_chunks.prediction_chunks)
OOFTargetChunk (class in hyperparameter_hunter.data.data_chunks.target_chunks)
OptimizationReporter (class in hyperparameter_hunter.reporting)
Optimizer (class in hyperparameter_hunter.optimization.backends.skopt.engine)
OptProMeta (class in hyperparameter_hunter.optimization.protocol_core)
P
parameterize_compiled_keras_model() (in module hyperparameter_hunter.library_helpers.keras_helper)
ParameterParser (class in hyperparameter_hunter.feature_engineering)
parameters_by_signature() (in module hyperparameter_hunter.library_helpers.keras_helper)
ParametersFromFile (class in hyperparameter_hunter.utils.file_utils)
params() (hyperparameter_hunter.EngineerStep property)
(hyperparameter_hunter.feature_engineering.EngineerStep property)
predict() (hyperparameter_hunter.models.Model method)
PredictionsHoldoutRecorder (class in hyperparameter_hunter.recorders)
PredictionsOOFRecorder (class in hyperparameter_hunter.recorders)
PredictionsTestRecorder (class in hyperparameter_hunter.recorders)
PredictorHoldout (class in hyperparameter_hunter.callbacks.wranglers.predictors)
PredictorOOF (class in hyperparameter_hunter.callbacks.wranglers.predictors)
PredictorTest (class in hyperparameter_hunter.callbacks.wranglers.predictors)
preparation_workflow() (hyperparameter_hunter.experiments.BaseExperiment method)
print_header() (hyperparameter_hunter.reporting.OptimizationReporter method)
print_optimization_header() (hyperparameter_hunter.reporting.OptimizationReporter method)
print_random_points_header() (hyperparameter_hunter.reporting.OptimizationReporter method)
print_result() (hyperparameter_hunter.reporting.OptimizationReporter method)
print_saved_results_header() (hyperparameter_hunter.reporting.OptimizationReporter method)
print_summary() (hyperparameter_hunter.reporting.OptimizationReporter method)
print_tree() (in module hyperparameter_hunter.utils.file_utils)
prior (hyperparameter_hunter.space.dimensions.Dimension attribute)
priority_callbacks (hyperparameter_hunter.settings.G attribute)
R
RandomForestOptimization (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
RandomForestOptPro (class in hyperparameter_hunter)
(class in hyperparameter_hunter.optimization)
(class in hyperparameter_hunter.optimization.backends.skopt.protocols)
read_json() (in module hyperparameter_hunter.utils.file_utils)
read_source_script() (in module hyperparameter_hunter.utils.parsing_utils)
Real (class in hyperparameter_hunter)
(class in hyperparameter_hunter.space.dimensions)
real_name() (in module hyperparameter_hunter.utils.file_utils)
RecorderList (class in hyperparameter_hunter.recorders)
reinitialize_callbacks() (in module hyperparameter_hunter.library_helpers.keras_helper)
RejectedOptional (class in hyperparameter_hunter.space.dimensions)
remove_comments() (in module hyperparameter_hunter.utils.parsing_utils)
remove_imports() (in module hyperparameter_hunter.utils.parsing_utils)
RepeatedExperimentError
ReportingHandler (class in hyperparameter_hunter.reporting)
required_attributes (hyperparameter_hunter.recorders.DescriptionRecorder attribute)
(hyperparameter_hunter.recorders.HeartbeatRecorder attribute)
(hyperparameter_hunter.recorders.LeaderboardEntryRecorder attribute)
(hyperparameter_hunter.recorders.PredictionsHoldoutRecorder attribute)
(hyperparameter_hunter.recorders.PredictionsOOFRecorder attribute)
(hyperparameter_hunter.recorders.PredictionsTestRecorder attribute)
(hyperparameter_hunter.recorders.TestedKeyRecorder attribute)
(hyperparameter_hunter.recorders.UnsortedIDLeaderboardRecorder attribute)
(hyperparameter_hunter.recorders.YAMLDescriptionRecorder attribute)
required_attributes() (hyperparameter_hunter.recorders.BaseRecorder property)
reset_attributes() (hyperparameter_hunter.settings.G class method)
reset_timer() (hyperparameter_hunter.reporting.OptimizationReporter method)
result_path_key (hyperparameter_hunter.recorders.DescriptionRecorder attribute)
(hyperparameter_hunter.recorders.HeartbeatRecorder attribute)
(hyperparameter_hunter.recorders.LeaderboardEntryRecorder attribute)
(hyperparameter_hunter.recorders.PredictionsHoldoutRecorder attribute)
(hyperparameter_hunter.recorders.PredictionsOOFRecorder attribute)
(hyperparameter_hunter.recorders.PredictionsTestRecorder attribute)
(hyperparameter_hunter.recorders.TestedKeyRecorder attribute)
(hyperparameter_hunter.recorders.UnsortedIDLeaderboardRecorder attribute)
(hyperparameter_hunter.recorders.YAMLDescriptionRecorder attribute)
result_path_key() (hyperparameter_hunter.recorders.BaseRecorder property)
ResultFinder (class in hyperparameter_hunter.result_reader)
results_path() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
retrieve_by_sentinel() (hyperparameter_hunter.sentinels.DatasetSentinel method)
(hyperparameter_hunter.sentinels.Sentinel method)
RetryMakeDirs (class in hyperparameter_hunter.utils.file_utils)
rewrite_model_builder() (in module hyperparameter_hunter.library_helpers.keras_optimization_helper)
RF (in module hyperparameter_hunter)
(in module hyperparameter_hunter.optimization)
(in module hyperparameter_hunter.optimization.backends.skopt.protocols)
run() (hyperparameter_hunter.optimization.backends.skopt.engine.Optimizer method)
rvs() (hyperparameter_hunter.Categorical method)
(hyperparameter_hunter.space.dimensions.Categorical method)
(hyperparameter_hunter.space.dimensions.Dimension method)
(hyperparameter_hunter.space.space_core.Space method)
S
save() (hyperparameter_hunter.leaderboards.Leaderboard method)
save_key() (hyperparameter_hunter.keys.makers.CrossExperimentKeyMaker method)
(hyperparameter_hunter.keys.makers.HyperparameterKeyMaker method)
(hyperparameter_hunter.keys.makers.KeyMaker method)
save_result() (hyperparameter_hunter.recorders.BaseRecorder method)
(hyperparameter_hunter.recorders.DescriptionRecorder method)
(hyperparameter_hunter.recorders.HeartbeatRecorder method)
(hyperparameter_hunter.recorders.LeaderboardEntryRecorder method)
(hyperparameter_hunter.recorders.PredictionsHoldoutRecorder method)
(hyperparameter_hunter.recorders.PredictionsOOFRecorder method)
(hyperparameter_hunter.recorders.PredictionsTestRecorder method)
(hyperparameter_hunter.recorders.RecorderList method)
(hyperparameter_hunter.recorders.TestedKeyRecorder method)
(hyperparameter_hunter.recorders.UnsortedIDLeaderboardRecorder method)
(hyperparameter_hunter.recorders.YAMLDescriptionRecorder method)
save_transformed_metrics() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
save_transformed_predictions (hyperparameter_hunter.settings.G attribute)
ScoringMixIn (class in hyperparameter_hunter.metrics)
search_space_size() (hyperparameter_hunter.optimization.protocol_core.BaseOptPro property)
(hyperparameter_hunter.optimization.protocol_core.SKOptPro property)
sec_to_hms() (in module hyperparameter_hunter.utils.general_utils)
Sentinel (class in hyperparameter_hunter.sentinels)
sentinel() (hyperparameter_hunter.sentinels.Sentinel property)
sentinel_registry (hyperparameter_hunter.settings.G attribute)
set_default_attr() (in module hyperparameter_hunter.utils.general_utils)
set_dimensions() (hyperparameter_hunter.optimization.protocol_core.BaseOptPro method)
set_experiment_guidelines() (hyperparameter_hunter.optimization.protocol_core.BaseOptPro method)
short_repr() (in module hyperparameter_hunter.utils.general_utils)
Singleton (class in hyperparameter_hunter.space.dimensions)
size() (hyperparameter_hunter.space.dimensions.Dimension property)
SKOptPro (class in hyperparameter_hunter.optimization.protocol_core)
sort() (hyperparameter_hunter.leaderboards.Leaderboard method)
source_script (hyperparameter_hunter.BayesianOptimization attribute)
(hyperparameter_hunter.BayesianOptPro attribute)
(hyperparameter_hunter.CVExperiment attribute)
(hyperparameter_hunter.DummyOptPro attribute)
(hyperparameter_hunter.DummySearch attribute)
(hyperparameter_hunter.ExtraTreesOptPro attribute)
(hyperparameter_hunter.ExtraTreesOptimization attribute)
(hyperparameter_hunter.GradientBoostedRegressionTreeOptPro attribute)
(hyperparameter_hunter.GradientBoostedRegressionTreeOptimization attribute)
(hyperparameter_hunter.RandomForestOptPro attribute)
(hyperparameter_hunter.RandomForestOptimization attribute)
(hyperparameter_hunter.experiments.CVExperiment attribute)
(hyperparameter_hunter.optimization.BayesianOptPro attribute)
(hyperparameter_hunter.optimization.BayesianOptimization attribute)
(hyperparameter_hunter.optimization.DummyOptPro attribute)
(hyperparameter_hunter.optimization.DummySearch attribute)
(hyperparameter_hunter.optimization.ExtraTreesOptPro attribute)
(hyperparameter_hunter.optimization.ExtraTreesOptimization attribute)
(hyperparameter_hunter.optimization.GradientBoostedRegressionTreeOptPro attribute)
(hyperparameter_hunter.optimization.GradientBoostedRegressionTreeOptimization attribute)
(hyperparameter_hunter.optimization.RandomForestOptPro attribute)
(hyperparameter_hunter.optimization.RandomForestOptimization attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.BayesianOptPro attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.BayesianOptimization attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.DummyOptPro attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.DummySearch attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.ExtraTreesOptPro attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.ExtraTreesOptimization attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.GradientBoostedRegressionTreeOptPro attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.GradientBoostedRegressionTreeOptimization attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.RandomForestOptPro attribute)
(hyperparameter_hunter.optimization.backends.skopt.protocols.RandomForestOptimization attribute)
(hyperparameter_hunter.optimization.protocol_core.BaseOptPro attribute)
(hyperparameter_hunter.optimization.protocol_core.SKOptPro attribute)
Space (class in hyperparameter_hunter.space.space_core)
split_merged_df() (in module hyperparameter_hunter.feature_engineering)
stage() (hyperparameter_hunter.EngineerStep property)
(hyperparameter_hunter.feature_engineering.EngineerStep property)
standard_equality() (in module hyperparameter_hunter.utils.general_utils)
steps() (hyperparameter_hunter.feature_engineering.FeatureEngineer property)
(hyperparameter_hunter.FeatureEngineer property)
stringify() (hyperparameter_hunter.EngineerStep method)
(hyperparameter_hunter.feature_engineering.EngineerStep method)
stringify_frame_source() (in module hyperparameter_hunter.reporting)
stringify_model_builder() (in module hyperparameter_hunter.utils.parsing_utils)
subdict() (in module hyperparameter_hunter.utils.general_utils)
T
target_column() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
tell() (hyperparameter_hunter.optimization.backends.skopt.engine.Optimizer method)
test_dataset() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
TestDataset (class in hyperparameter_hunter.data)
(class in hyperparameter_hunter.data.datasets)
TestedKeyRecorder (class in hyperparameter_hunter.recorders)
TestInputChunk (class in hyperparameter_hunter.data.data_chunks.input_chunks)
TestPredictionChunk (class in hyperparameter_hunter.data.data_chunks.prediction_chunks)
to_csv_params() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
to_hashable() (in module hyperparameter_hunter.keys.hashing)
to_snake_case() (in module hyperparameter_hunter.utils.general_utils)
to_standard_string() (in module hyperparameter_hunter.utils.general_utils)
train_dataset() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
train_input() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
train_target() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
TrainDataset (class in hyperparameter_hunter.data)
(class in hyperparameter_hunter.data.datasets)
TrainInputChunk (class in hyperparameter_hunter.data.data_chunks.input_chunks)
TrainTargetChunk (class in hyperparameter_hunter.data.data_chunks.target_chunks)
transform() (hyperparameter_hunter.space.dimensions.Dimension method)
(hyperparameter_hunter.space.space_core.Space method)
transformed_bounds() (hyperparameter_hunter.Categorical property)
(hyperparameter_hunter.Integer property)
(hyperparameter_hunter.Real property)
(hyperparameter_hunter.space.dimensions.Categorical property)
(hyperparameter_hunter.space.dimensions.Dimension property)
(hyperparameter_hunter.space.dimensions.Integer property)
(hyperparameter_hunter.space.dimensions.Real property)
(hyperparameter_hunter.space.space_core.Space property)
transformed_n_dims() (hyperparameter_hunter.space.space_core.Space property)
transformed_size() (hyperparameter_hunter.Categorical property)
(hyperparameter_hunter.space.dimensions.Categorical property)
(hyperparameter_hunter.space.dimensions.Dimension property)
transformer() (hyperparameter_hunter.space.dimensions.Dimension property)
U
UnsortedIDLeaderboardRecorder (class in hyperparameter_hunter.recorders)
UnsupportedWarning
update_custom_environment_params() (hyperparameter_hunter.Environment method)
(hyperparameter_hunter.environment.Environment method)
update_match_status() (in module hyperparameter_hunter.result_reader)
V
validate_dataset_names() (in module hyperparameter_hunter.feature_engineering)
validate_environment() (hyperparameter_hunter.keys.makers.KeyMaker method)
validate_fe_steps() (in module hyperparameter_hunter.result_reader)
validate_feature_engineer() (in module hyperparameter_hunter.result_reader)
validate_file_blacklist() (in module hyperparameter_hunter.environment)
validate_keras_params() (hyperparameter_hunter.models.KerasModel method)
validate_parameters() (hyperparameter_hunter.Environment method)
(hyperparameter_hunter.environment.Environment method)
validation_input() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
validation_target() (hyperparameter_hunter.Environment property)
(hyperparameter_hunter.environment.Environment property)
visit_arg() (hyperparameter_hunter.feature_engineering.ParameterParser method)
visit_feature_engineer() (in module hyperparameter_hunter.utils.optimization_utils)
visit_Import() (hyperparameter_hunter.utils.parsing_utils.ImportParser method)
visit_ImportFrom() (hyperparameter_hunter.utils.parsing_utils.ImportParser method)
visit_Return() (hyperparameter_hunter.feature_engineering.ParameterParser method)
W
warn() (hyperparameter_hunter.reporting.ReportingHandler method)
(hyperparameter_hunter.settings.G static method)
warn_() (hyperparameter_hunter.settings.G method)
WranglerInputHoldout (class in hyperparameter_hunter.callbacks.wranglers.input_wranglers)
WranglerInputOOF (class in hyperparameter_hunter.callbacks.wranglers.input_wranglers)
WranglerInputTest (class in hyperparameter_hunter.callbacks.wranglers.input_wranglers)
WranglerInputTrain (class in hyperparameter_hunter.callbacks.wranglers.input_wranglers)
WranglerTargetHoldout (class in hyperparameter_hunter.callbacks.wranglers.target_wranglers)
WranglerTargetOOF (class in hyperparameter_hunter.callbacks.wranglers.target_wranglers)
WranglerTargetTrain (class in hyperparameter_hunter.callbacks.wranglers.target_wranglers)
wrap_xgboost_metric() (in module hyperparameter_hunter.metrics)
write_json() (in module hyperparameter_hunter.utils.file_utils)
write_python() (in module hyperparameter_hunter.utils.parsing_utils)
X
XGBoostModel (class in hyperparameter_hunter.models)
Y
YAMLDescriptionRecorder (class in hyperparameter_hunter.recorders)
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