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A
accept() (hypernets.tabular.toolbox.ToolBox class method)
acceptable_types (hypernets.tabular.toolbox.ToolBox attribute)
adaptive_normalization() (hypernets.searchers.moead_searcher.Decomposition static method)
add_child() (hypernets.searchers.mcts_core.MCNode method)
add_job() (hypernets.hyperctl.batch.Batch method)
add_node() (hypernets.core.search_space.HyperSpace method)
add_parameters() (hypernets.core.search_space.ModuleSpace method)
all_assigned (hypernets.core.search_space.HyperSpace attribute)
(hypernets.core.search_space.ModuleSpace attribute)
all_items (hypernets.tabular.sklearn_ex.DatetimeEncoder attribute)
alloc() (hypernets.hyperctl.executor.SSHRemoteMachine method)
alloc_executor() (hypernets.hyperctl.executor.ExecutorManager method)
(hypernets.hyperctl.executor.LocalExecutorManager method)
(hypernets.hyperctl.executor.RemoteSSHExecutorManager method)
allocated_executors() (hypernets.hyperctl.executor.ExecutorManager method)
(hypernets.hyperctl.executor.LocalExecutorManager method)
(hypernets.hyperctl.executor.RemoteSSHExecutorManager method)
append() (hypernets.core.trial.DominateBasedTrialHistory method)
(hypernets.core.trial.TrialHistory method)
(hypernets.searchers.evolution_searcher.Population method)
append_drop_columns() (hypernets.tabular.data_cleaner.DataCleaner method)
array_to_df() (hypernets.tabular.toolbox.ToolBox static method)
as_array() (in module hypernets.utils.df_utils)
as_default() (hypernets.core.search_space.HyperSpace method)
as_local() (hypernets.experiment.compete.DataCleanStep method)
assign() (hypernets.core.search_space.ParameterSpace method)
assign_by_vectors() (hypernets.core.search_space.HyperSpace method)
assign_id() (hypernets.core.mutables.MutableScope method)
assigned (hypernets.core.search_space.Cascade attribute)
(hypernets.core.search_space.ParameterSpace attribute)
assigned_params_stack (hypernets.core.search_space.HyperSpace attribute)
AsTypeTransformer (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
attach() (hypernets.core.search_space.ParameterSpace method)
attach_to_scope() (hypernets.core.mutables.Mutable method)
attach_to_space() (hypernets.core.search_space.HyperNode method)
attempt_scheduling() (hypernets.hyperctl.scheduler.JobScheduler method)
AutoCategoryColumnSelector (class in hypernets.tabular.column_selector)
AveragingEnsemble (class in hypernets.tabular.ensemble.voting)
B
back_propagation() (hypernets.searchers.mcts_core.BasePolicy method)
(hypernets.searchers.mcts_core.MCTree method)
(hypernets.searchers.mcts_core.UCT method)
BackendConf (class in hypernets.hyperctl.batch)
BaseEnsemble (class in hypernets.tabular.ensemble.base_ensemble)
BaseHandler (class in hypernets.hyperctl.server)
BasePolicy (class in hypernets.searchers.mcts_core)
Batch (class in hypernets.hyperctl.batch)
BatchApplication (class in hypernets.hyperctl.appliation)
BatchCallback (class in hypernets.hyperctl.callbacks)
best_reward (hypernets.model.hyper_model.HyperModel attribute)
best_trial_no (hypernets.model.hyper_model.HyperModel attribute)
Binarizer (class in hypernets.pipeline.transformers)
Bool (class in hypernets.core.search_space)
build_estimator() (hypernets.experiment.compete.EnsembleStep method)
(hypernets.experiment.compete.EstimatorBuilderStep method)
(hypernets.experiment.compete.FinalTrainStep method)
(hypernets.experiment.compete.MOOFinalStep method)
build_searcher() (in module hypernets.utils.param_tuning)
C
cache() (in module hypernets.tabular.cache)
cache_transform() (hypernets.experiment.compete.DataCleanStep method)
(hypernets.experiment.compete.FeatureSelectStep method)
(hypernets.experiment.compete.TransformerAdaptorStep method)
CacheCallback (class in hypernets.tabular.cache)
calc_euler_distance() (hypernets.searchers.moead_searcher.MOEADSearcher method)
calc_nondominated_set() (in module hypernets.core.pareto)
calc_psi() (in module hypernets.model.objectives)
calc_score() (hypernets.tabular.metrics.Metrics method)
(in module hypernets.tabular.metrics)
calc_skewness_kurtosis() (in module hypernets.tabular.column_selector)
Callback (class in hypernets.core.callbacks)
camel_keys_to_snake() (in module hypernets.utils.common)
camel_to_snake() (in module hypernets.utils.common)
Cascade (class in hypernets.core.search_space)
categories_ (hypernets.tabular.sklearn_ex.SafeOrdinalEncoder attribute)
CategorizeEncoder (class in hypernets.tabular.sklearn_ex)
change_job_status() (hypernets.hyperctl.scheduler.JobScheduler static method)
check_parents() (hypernets.searchers.genetic.Recombination method)
check_plot() (hypernets.searchers.moo.MOOSearcher method)
check_trial() (hypernets.core.trial.TrialStore method)
children (hypernets.searchers.mcts_core.MCNode attribute)
Choice (class in hypernets.core.search_space)
choice_num (hypernets.core.search_space.ParameterSpace attribute)
classes_ (hypernets.model.objectives.CVWrapperEstimator attribute)
clean_data() (hypernets.tabular.data_cleaner.DataCleaner method)
clear() (in module hypernets.tabular.cache)
clear_history() (hypernets.core.trial.DiskTrialStore method)
close() (hypernets.hyperctl.executor.LocalShellExecutor method)
(hypernets.hyperctl.executor.RemoteShellExecutor method)
(hypernets.hyperctl.executor.ShellExecutor method)
collapse_last_dim() (hypernets.tabular.toolbox.ToolBox static method)
collect() (hypernets.experiment.report.FeatureTransCollector method)
collinearity_detector() (hypernets.tabular.toolbox.ToolBox class method)
column_min_max() (in module hypernets.tabular.column_selector)
column_selector (hypernets.tabular.toolbox.ToolBox attribute)
column_skewness_kurtosis() (in module hypernets.tabular.column_selector)
column_skewness_kurtosis_diff() (in module hypernets.tabular.column_selector)
ColumnEncoder (class in hypernets.tabular.sklearn_ex)
ColumnSelector (class in hypernets.tabular.column_selector)
ColumnTransformer (class in hypernets.pipeline.base)
combinations (hypernets.core.search_space.HyperSpace attribute)
combinations() (in module hypernets.utils.common)
compact_by_columns() (hypernets.experiment.compete.DataAdaptionStep method)
compact_by_rows() (hypernets.experiment.compete.DataAdaptionStep method)
CompeteExperiment (class in hypernets.experiment.compete)
CompeteExperimentJobCreator (class in hypernets.experiment.job)
compile() (hypernets.core.search_space.HyperSpace method)
(hypernets.core.search_space.ModuleSpace method)
compile_and_forward() (hypernets.core.search_space.HyperSpace method)
(hypernets.core.search_space.ModuleSpace method)
compose() (hypernets.pipeline.base.ColumnTransformer method)
(hypernets.pipeline.base.ComposeTransformer method)
(hypernets.pipeline.base.DataFrameMapper method)
(hypernets.pipeline.base.PipelineOutput method)
ComposeTransformer (class in hypernets.pipeline.base)
CompositedColumnSelector (class in hypernets.tabular.column_selector)
compute_class_weight() (hypernets.tabular.toolbox.ToolBox method)
compute_sample_weight() (hypernets.tabular.toolbox.ToolBox static method)
concat_df() (hypernets.tabular.toolbox.ToolBox static method)
config_file_path() (hypernets.hyperctl.batch.Batch method)
config_keys (hypernets.core.search_space.Choice attribute)
(hypernets.core.search_space.Constant attribute)
(hypernets.core.search_space.Int attribute)
(hypernets.core.search_space.MultipleChoice attribute)
(hypernets.core.search_space.ParameterSpace attribute)
(hypernets.core.search_space.Real attribute)
connect() (hypernets.core.search_space.HyperSpace method)
(hypernets.core.search_space.ModuleSpace method)
connect_module_or_subgraph() (hypernets.core.ops.ConnectionSpace method)
connections (hypernets.hyperctl.executor.RemoteShellExecutor attribute)
ConnectionSpace (class in hypernets.core.ops)
ConnectLooseEnd (class in hypernets.core.ops)
ConsoleCallback (class in hypernets.hyperctl.callbacks)
Constant (class in hypernets.core.search_space)
ConstantImputer (class in hypernets.tabular.sklearn_ex)
Context (class in hypernets.core.context)
context() (in module hypernets.utils.common)
copy_item() (in module hypernets.hyperctl.utils)
Counter (class in hypernets.utils.common)
counter (hypernets.dispatchers.process.ssh_process.DumpFileThread attribute)
create() (hypernets.model.objectives.PredictionObjective static method)
create_accuracy() (hypernets.model.objectives.PredictionObjective static method)
create_and_run_experiment() (hypernets.experiment.job.CompeteExperimentJobCreator method)
(hypernets.experiment.job.ExperimentJobCreator method)
create_auc() (hypernets.model.objectives.PredictionObjective static method)
create_batch_manage_webapp() (in module hypernets.hyperctl.server)
create_decomposition() (in module hypernets.searchers.moead_searcher)
create_encoder() (hypernets.tabular.sklearn_ex.ColumnEncoder method)
(hypernets.tabular.sklearn_ex.MultiTargetEncoder method)
(hypernets.tabular.sklearn_ex.TfidfEncoder method)
create_estimator() (hypernets.tabular.estimator_detector.EstimatorDetector method)
create_executor_manager() (in module hypernets.hyperctl.executor)
create_experiment_with_params() (hypernets.experiment.job.CompeteExperimentJobCreator method)
create_f1() (hypernets.model.objectives.PredictionObjective static method)
create_feature_selection() (hypernets.examples.plain_model.PlainSearchSpace method)
create_hyperctl_handlers() (in module hypernets.hyperctl.server)
create_objective() (in module hypernets.model.objectives)
create_pipeline() (hypernets.pipeline.base.PipelineOutput static method)
create_playback_searcher() (hypernets.experiment.compete.SpaceSearchWithDownSampleStep static method)
create_precision() (hypernets.model.objectives.PredictionObjective static method)
create_recall() (hypernets.model.objectives.PredictionObjective static method)
create_recombination() (in module hypernets.searchers.genetic)
create_ssh_client() (in module hypernets.utils.ssh_utils)
CrossValidationEstimator (class in hypernets.model.estimator)
current_node (hypernets.searchers.mcts_core.MCTree attribute)
current_path (hypernets.core.mutables.MutableScope attribute)
CustomizedLogFormatter (class in hypernets.utils.logging)
CustomizedLogger (class in hypernets.utils.logging)
CVWrapperEstimator (class in hypernets.model.objectives)
D
DaskEnsembleStep (class in hypernets.experiment.compete)
DaskPseudoLabelStep (class in hypernets.experiment.compete)
DATA_ADAPTION (hypernets.experiment.compete.StepNames attribute)
DATA_CLEAN (hypernets.experiment.compete.StepNames attribute)
data_cleaner() (hypernets.tabular.toolbox.ToolBox class method)
data_dir_path (hypernets.hyperctl.batch.Batch attribute)
data_hasher() (hypernets.tabular.toolbox.ToolBox class method)
data_received() (hypernets.hyperctl.server.BaseHandler method)
DataAdaptionStep (class in hypernets.experiment.compete)
DataCleaner (class in hypernets.tabular.data_cleaner)
DataCleanStep (class in hypernets.experiment.compete)
DataFrameMapper (class in hypernets.pipeline.base)
(class in hypernets.tabular.dataframe_mapper)
DataFrameWrapper (class in hypernets.tabular.sklearn_ex)
DataHasher (class in hypernets.tabular.data_hasher)
DatetimeEncoder (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
DEBUG (hypernets.utils.logging.CustomizedLogger attribute)
debug() (hypernets.utils.logging.CustomizedLogger method)
decode() (hypernets.tabular.sklearn_ex.LocalizedTfidfVectorizer method)
Decomposition (class in hypernets.searchers.moead_searcher)
decorate() (in module hypernets.tabular.cache)
default_batches_data_dir() (in module hypernets.hyperctl.consts)
default_dispatcher() (in module hypernets.dispatchers)
default_include (hypernets.tabular.sklearn_ex.DatetimeEncoder attribute)
DEFAULT_STRATEGY_SETTINGS (hypernets.tabular.pseudo_labeling.PseudoLabeling attribute)
DefaultContext (class in hypernets.core.context)
DefaultSpaceStack (class in hypernets.core.search_space)
DefaultStack (class in hypernets.core.search_space)
depth (hypernets.searchers.mcts_core.MCNode attribute)
detach() (hypernets.core.search_space.ParameterSpace method)
detect() (hypernets.tabular.collinearity.MultiCollinearityDetector method)
detect_strategy() (hypernets.tabular.pseudo_labeling.PseudoLabeling static method)
(hypernets.tabular.toolbox.ToolBox static method)
detect_strategy_of_feature_selection_by_importance() (hypernets.tabular.toolbox.ToolBox class method)
detect_used_features() (in module hypernets.model.objectives)
df_to_array() (hypernets.tabular.toolbox.ToolBox static method)
diff() (hypernets.core.trial.TrialHistory method)
disconnect() (hypernets.core.search_space.HyperSpace method)
disconnect_all() (hypernets.core.search_space.HyperSpace method)
DiskTrialStore (class in hypernets.core.trial)
dispatch() (hypernets.core.dispatcher.Dispatcher method)
(hypernets.dispatchers.in_process_dispatcher.InProcessDispatcher method)
Dispatcher (class in hypernets.core.dispatcher)
distribution_number() (hypernets.searchers.moead_searcher.MOEADSearcher method)
do() (hypernets.searchers.genetic.Recombination method)
(hypernets.searchers.genetic.ShuffleCrossOver method)
(hypernets.searchers.genetic.SinglePointCrossOver method)
(hypernets.searchers.genetic.SinglePointMutation method)
(hypernets.searchers.genetic.UniformCrossover method)
(hypernets.searchers.moead_searcher.Decomposition method)
(hypernets.searchers.moead_searcher.PBIDecomposition method)
(hypernets.searchers.moead_searcher.TchebicheffDecomposition method)
(hypernets.searchers.moead_searcher.WeightedSumDecomposition method)
DominateBasedTrialHistory (class in hypernets.core.trial)
down_sample() (hypernets.experiment.compete.SpaceSearchWithDownSampleStep method)
DRIFT_DETECTION (hypernets.experiment.compete.StepNames attribute)
drift_detector() (hypernets.tabular.toolbox.ToolBox class method)
DriftDetector (class in hypernets.tabular.drift_detection)
DriftDetectStep (class in hypernets.experiment.compete)
dt (hypernets.examples.plain_model.PlainSearchSpace attribute)
dtr (hypernets.examples.plain_model.PlainSearchSpace attribute)
DumpFileThread (class in hypernets.dispatchers.process.ssh_process)
Dynamic (class in hypernets.core.search_space)
E
EarlyStoppingCallback (class in hypernets.core.callbacks)
EarlyStoppingError
elapsed (hypernets.hyperctl.batch.Batch attribute)
elapsed_seconds (hypernets.experiment.compete.ExperimentStep attribute)
ElapsedObjective (class in hypernets.model.objectives)
eliminate() (hypernets.searchers.evolution_searcher.Population method)
ENSEMBLE (hypernets.experiment.compete.StepNames attribute)
EnsembleStep (class in hypernets.experiment.compete)
entry() (hypernets.core.mutables.MutableScope method)
ERROR (hypernets.utils.logging.CustomizedLogger attribute)
error() (hypernets.utils.logging.CustomizedLogger method)
estimate_time_limit() (hypernets.experiment.compete.SpaceSearchStep method)
Estimator (class in hypernets.model.estimator)
estimator_detector() (hypernets.tabular.toolbox.ToolBox class method)
EstimatorBuilderStep (class in hypernets.experiment.compete)
EstimatorDetector (class in hypernets.tabular.estimator_detector)
evaluate() (hypernets.core.objective.Objective method)
(hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.Estimator method)
(hypernets.tabular.metrics.Metrics method)
(in module hypernets.tabular.metrics)
evaluate_cv() (hypernets.core.objective.Objective method)
evaluate_oofs() (in module hypernets.experiment.compete)
EvolutionSearcher (class in hypernets.searchers.evolution_searcher)
ExcelReportRender (class in hypernets.experiment.report)
Exception (hypernets.hyperctl.server.RestCode attribute)
ExecutorManager (class in hypernets.hyperctl.executor)
exists() (in module hypernets.utils.ssh_utils)
exit() (hypernets.core.mutables.MutableScope method)
exitcode (hypernets.dispatchers.process.local_process.LocalProcess attribute)
(hypernets.dispatchers.process.ssh_process.SshProcess attribute)
expanded (hypernets.searchers.mcts_core.MCNode attribute)
expansion() (hypernets.core.search_space.Choice method)
(hypernets.core.search_space.Int method)
(hypernets.core.search_space.MultipleChoice method)
(hypernets.core.search_space.ParameterSpace method)
(hypernets.core.search_space.Real method)
(hypernets.searchers.mcts_core.MCNode method)
(hypernets.searchers.mcts_core.MCTree method)
ExperimentJobCreator (class in hypernets.experiment.job)
ExperimentStep (class in hypernets.experiment.compete)
export() (hypernets.core.searcher.Searcher method)
(hypernets.searchers.grid_searcher.GridSearcher method)
(hypernets.searchers.mcts_searcher.MCTSSearcher method)
(hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.random_searcher.RandomSearcher method)
export_configuration() (hypernets.model.hyper_model.HyperModel method)
export_trial_configuration() (hypernets.model.hyper_model.HyperModel method)
extract_features_and_labels() (hypernets.core.meta_learner.MetaLearner method)
F
FATAL (hypernets.utils.logging.CustomizedLogger attribute)
fatal() (hypernets.utils.logging.CustomizedLogger method)
feature (hypernets.experiment.report.FeatureTrans attribute)
FEATURE_GENERATION (hypernets.experiment.compete.StepNames attribute)
FEATURE_IMPORTANCE_SELECTION (hypernets.experiment.compete.StepNames attribute)
FEATURE_RESELECTION (hypernets.experiment.compete.StepNames attribute)
feature_score() (hypernets.tabular.sklearn_ex.FeatureSelectionTransformer method)
feature_selector_with_drift_detection() (hypernets.tabular.toolbox.ToolBox class method)
feature_selector_with_feature_importances() (hypernets.tabular.toolbox.ToolBox class method)
feature_usage() (hypernets.tabular.sklearn_ex.FeatureImportanceSelection method)
FeatureGenerationStep (class in hypernets.experiment.compete)
FeatureGenerationTransformer (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.feature_generators)
FeatureImportanceSelection (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
FeatureImportanceSelectionStep (class in hypernets.experiment.compete)
FeatureImportancesSelectionTransformer (class in hypernets.tabular.sklearn_ex)
FeatureSelectionCallback (class in hypernets.tabular.drift_detection)
FeatureSelectionTransformer (class in hypernets.tabular.sklearn_ex)
FeatureSelectorWithDriftDetection (class in hypernets.tabular.drift_detection)
FeatureSelectStep (class in hypernets.experiment.compete)
FeatureTrans (class in hypernets.experiment.report)
FeatureTransCollector (class in hypernets.experiment.report)
FILE_CONFIG (hypernets.hyperctl.batch.Batch attribute)
FILE_PID (hypernets.hyperctl.batch.Batch attribute)
FileLoggingCallback (class in hypernets.core.callbacks)
FileStorageLoggingCallback (class in hypernets.core.callbacks)
FINAL_ENSEMBLE (hypernets.experiment.compete.StepNames attribute)
FINAL_MOO (hypernets.experiment.compete.StepNames attribute)
FINAL_SEARCHING (hypernets.experiment.compete.StepNames attribute)
final_train() (hypernets.model.hyper_model.HyperModel method)
FINAL_TRAINING (hypernets.experiment.compete.StepNames attribute)
FinalTrainStep (class in hypernets.experiment.compete)
find_early_stopping_callback() (hypernets.experiment.compete.SpaceSearchStep static method)
find_step() (hypernets.experiment.compete.SteppedExperiment method)
finished() (hypernets.hyperctl.executor.RemoteShellExecutor method)
fit() (hypernets.core.meta_learner.MetaLearner method)
(hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.CrossValidationEstimator method)
(hypernets.model.estimator.Estimator method)
(hypernets.tabular.dataframe_mapper.DataFrameMapper method)
(hypernets.tabular.dataframe_mapper.TransformerPipeline method)
(hypernets.tabular.drift_detection.DriftDetector method)
(hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.sklearn_ex.AsTypeTransformer method)
(hypernets.tabular.sklearn_ex.CategorizeEncoder method)
(hypernets.tabular.sklearn_ex.ColumnEncoder method)
(hypernets.tabular.sklearn_ex.ConstantImputer method)
(hypernets.tabular.sklearn_ex.DataFrameWrapper method)
(hypernets.tabular.sklearn_ex.DatetimeEncoder method)
(hypernets.tabular.sklearn_ex.FeatureImportanceSelection method)
(hypernets.tabular.sklearn_ex.FeatureImportancesSelectionTransformer method)
(hypernets.tabular.sklearn_ex.FeatureSelectionTransformer method)
(hypernets.tabular.sklearn_ex.LgbmLeavesEncoder method)
(hypernets.tabular.sklearn_ex.LogStandardScaler method)
(hypernets.tabular.sklearn_ex.MultiKBinsDiscretizer method)
(hypernets.tabular.sklearn_ex.MultiLabelEncoder method)
(hypernets.tabular.sklearn_ex.MultiTargetEncoder method)
(hypernets.tabular.sklearn_ex.MultiVarLenFeatureEncoder method)
(hypernets.tabular.sklearn_ex.PassThroughEstimator method)
(hypernets.tabular.sklearn_ex.SafeSimpleImputer method)
(hypernets.tabular.sklearn_ex.SkewnessKurtosisTransformer method)
(hypernets.tabular.sklearn_ex.SlimTargetEncoder method)
(hypernets.tabular.sklearn_ex.TargetEncoder method)
(hypernets.tabular.sklearn_ex.TfidfEncoder method)
(hypernets.tabular.sklearn_ex.VarLenFeatureEncoder method)
fit_cross_validation() (hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.Estimator method)
fit_estimator() (hypernets.tabular.estimator_detector.EstimatorDetector method)
fit_predictions() (hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.ensemble.stacking.StackingEnsemble method)
(hypernets.tabular.ensemble.voting.AveragingEnsemble method)
(hypernets.tabular.ensemble.voting.GreedyEnsemble method)
fit_transform() (hypernets.experiment.compete.DataAdaptionStep method)
(hypernets.experiment.compete.DataCleanStep method)
(hypernets.experiment.compete.DriftDetectStep method)
(hypernets.experiment.compete.EstimatorBuilderStep method)
(hypernets.experiment.compete.ExperimentStep method)
(hypernets.experiment.compete.FeatureImportanceSelectionStep method)
(hypernets.experiment.compete.MulticollinearityDetectStep method)
(hypernets.experiment.compete.PermutationImportanceSelectionStep method)
(hypernets.experiment.compete.PseudoLabelStep method)
(hypernets.experiment.compete.SpaceSearchStep method)
(hypernets.experiment.compete.TransformerAdaptorStep method)
(hypernets.tabular.data_cleaner.DataCleaner method)
(hypernets.tabular.dataframe_mapper.DataFrameMapper method)
(hypernets.tabular.dataframe_mapper.TransformerPipeline method)
(hypernets.tabular.sklearn_ex.AsTypeTransformer method)
(hypernets.tabular.sklearn_ex.ColumnEncoder method)
(hypernets.tabular.sklearn_ex.FeatureImportanceSelection method)
(hypernets.tabular.sklearn_ex.GaussRankScaler method)
(hypernets.tabular.sklearn_ex.MultiLabelEncoder method)
(hypernets.tabular.sklearn_ex.MultiTargetEncoder method)
(hypernets.tabular.sklearn_ex.PassThroughEstimator method)
(hypernets.tabular.sklearn_ex.SlimTargetEncoder method)
(hypernets.tabular.sklearn_ex.TargetEncoder method)
fitted_features_ (hypernets.tabular.dataframe_mapper.DataFrameMapper attribute)
fix_binary_predict_proba_result() (hypernets.tabular.toolbox.ToolBox static method)
FloatOutputImputer (class in hypernets.tabular.sklearn_ex)
formatMessage() (hypernets.utils.logging.CustomizedLogFormatter method)
forward() (hypernets.core.search_space.HyperSpace method)
(hypernets.core.search_space.ModuleSpace method)
from_fitted_step() (hypernets.experiment.compete.SpaceSearchStep method)
(hypernets.experiment.compete.SpaceSearchWithDownSampleStep method)
from_local() (hypernets.tabular.toolbox.ToolBox static method)
func_space() (in module hypernets.utils.param_tuning)
FunctionTransformer (class in hypernets.pipeline.transformers)
G
GaussRankScaler (class in hypernets.tabular.sklearn_ex)
gc() (hypernets.tabular.toolbox.ToolBox static method)
general_estimator() (hypernets.tabular.toolbox.ToolBox class method)
general_preprocessor() (hypernets.tabular.toolbox.ToolBox class method)
GeneralExperiment (class in hypernets.experiment.general)
generate_dataset_id() (hypernets.model.hyper_model.HyperModel method)
generate_id() (in module hypernets.utils.common)
generate_short_id() (in module hypernets.utils.common)
get() (hypernets.core.context.Context method)
(hypernets.core.context.DefaultContext method)
(hypernets.core.trial.TrialStore method)
(hypernets.hyperctl.server.IndexHandler method)
(hypernets.hyperctl.server.JobHandler method)
(hypernets.hyperctl.server.JobListHandler method)
get_all() (hypernets.core.trial.DiskTrialStore method)
(hypernets.core.trial.TrialStore method)
get_all_params() (hypernets.core.search_space.HyperSpace method)
(hypernets.core.search_space.ModuleSpace method)
get_assignable_params() (hypernets.core.search_space.ModuleSpace method)
get_assigned_param_values() (hypernets.core.search_space.HyperSpace method)
get_assigned_params() (hypernets.core.search_space.HyperSpace method)
get_best() (hypernets.core.searcher.Searcher method)
(hypernets.core.trial.DominateBasedTrialHistory method)
(hypernets.core.trial.TrialHistory method)
(hypernets.searchers.grid_searcher.GridSearcher method)
(hypernets.searchers.mcts_searcher.MCTSSearcher method)
(hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.random_searcher.RandomSearcher method)
get_best_trial() (hypernets.model.hyper_model.HyperModel method)
get_categorical_features() (hypernets.tabular.sklearn_ex.FeatureSelectionTransformer method)
get_controller() (hypernets.core.search_space.DefaultStack method)
get_creators() (hypernets.experiment.compete.CompeteExperiment static method)
get_cv_used_features() (hypernets.model.objectives.NumOfFeatures method)
get_data_character() (hypernets.experiment.compete.CompeteExperiment method)
(in module hypernets.utils.df_utils)
get_default() (hypernets.core.search_space.DefaultSpaceStack method)
(hypernets.core.search_space.DefaultStack method)
get_default_batches_data_dir() (in module hypernets.hyperctl.cli)
get_default_space() (in module hypernets.core.search_space)
get_default_trial_store() (in module hypernets.core.trial)
get_detector() (hypernets.tabular.drift_detection.FeatureSelectorWithDriftDetection static method)
get_dispatcher() (in module hypernets.dispatchers)
get_ensemble() (hypernets.experiment.compete.EnsembleStep method)
get_ensemble_predictions() (hypernets.experiment.compete.DaskEnsembleStep method)
(hypernets.experiment.compete.EnsembleStep method)
get_estimator_cls() (hypernets.tabular.estimator_detector.EstimatorDetector method)
get_executor() (hypernets.hyperctl.executor.ExecutorManager method)
get_feature_names() (hypernets.tabular.sklearn_ex.SafeOneHotEncoder method)
get_fitted_params() (hypernets.experiment.compete.DataCleanStep method)
(hypernets.experiment.compete.DriftDetectStep method)
(hypernets.experiment.compete.EstimatorBuilderStep method)
(hypernets.experiment.compete.ExperimentStep method)
(hypernets.experiment.compete.FeatureGenerationStep method)
(hypernets.experiment.compete.FeatureImportanceSelectionStep method)
(hypernets.experiment.compete.FeatureSelectStep method)
(hypernets.experiment.compete.MulticollinearityDetectStep method)
(hypernets.experiment.compete.PermutationImportanceSelectionStep method)
(hypernets.experiment.compete.PseudoLabelStep method)
(hypernets.experiment.compete.SpaceSearchStep method)
get_from_cache() (hypernets.core.trial.TrialStore method)
get_handler() (hypernets.experiment.report.FeatureTransCollector method)
get_header_style() (hypernets.experiment.report.Theme method)
get_helper() (hypernets.tabular.data_cleaner.DataCleaner static method)
get_historical_population() (hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.moo.MOOSearcher method)
get_ideal_point() (hypernets.searchers.moead_searcher.MOEADSearcher method)
get_inputs() (hypernets.core.search_space.HyperSpace method)
get_iteration_scores() (hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.Estimator method)
get_job() (in module hypernets.hyperctl.api)
get_job_by_name() (hypernets.hyperctl.batch.Batch method)
get_job_data_dir() (in module hypernets.hyperctl.api)
get_job_params() (in module hypernets.hyperctl.api)
get_level() (in module hypernets.utils.logging)
get_logger() (in module hypernets.utils.logging)
get_model() (hypernets.core.trial.Trial method)
get_mutable() (hypernets.core.mutables.MutableScope method)
get_mutable_by_name() (hypernets.core.mutables.MutableScope method)
get_nadir_point() (hypernets.searchers.moead_searcher.MOEADSearcher method)
get_nondominated_set() (hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.moo.MOOSearcher method)
get_outputs() (hypernets.core.search_space.HyperSpace method)
get_params() (hypernets.experiment.compete.DataCleanStep method)
(hypernets.tabular.data_cleaner.DataCleaner method)
(in module hypernets.utils.common)
get_pareto_nondominated_set() (hypernets.searchers.moo.MOOSearcher method)
get_persisted_job_status() (hypernets.hyperctl.batch.Batch method)
get_population() (hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.moo.MOOSearcher method)
get_previous_trials_scores() (hypernets.discriminators.percentile.OncePercentileDiscriminator method)
get_random_state() (in module hypernets.core.random_state)
get_reference_point() (hypernets.searchers.moead_searcher.MOEADSearcher method)
get_render() (in module hypernets.experiment.report)
get_request() (in module hypernets.hyperctl.utils)
get_request_as_dict() (hypernets.hyperctl.server.BaseHandler method)
get_row_diff_style() (hypernets.experiment.report.Theme method)
get_score() (hypernets.model.objectives.PredictionObjective method)
get_searcher_cls() (in module hypernets.searchers)
get_shape() (hypernets.tabular.toolbox.ToolBox static method)
get_simple_name() (hypernets.utils.logging.CustomizedLogFormatter static method)
get_space() (in module hypernets.examples.smoke_testing)
get_space_signatures() (hypernets.core.trial.TrialHistory method)
get_state_path() (hypernets.core.stateful.Stateful method)
get_step() (hypernets.experiment.compete.SteppedExperiment method)
get_step_index() (hypernets.experiment.compete.SteppedExperiment method)
get_sub_graph_end_modules() (hypernets.core.search_space.HyperSpace method)
get_sub_graph_inputs() (hypernets.core.search_space.HyperSpace method)
get_sub_graph_outputs() (hypernets.core.search_space.HyperSpace method)
get_temp_dir_path() (in module hypernets.utils.common)
get_temp_file_path() (in module hypernets.utils.common)
get_tool_box_with_target() (hypernets.experiment.compete.DataAdaptionStep method)
get_top() (hypernets.core.trial.TrialHistory method)
get_top_trials() (hypernets.model.hyper_model.HyperModel method)
get_trajectories() (hypernets.core.trial.TrialHistory method)
get_transformers() (hypernets.pipeline.base.ComposeTransformer method)
get_trial() (hypernets.core.trial.TrialHistory method)
get_trial_path() (hypernets.core.trial.DiskTrialStore method)
get_unassigned_params() (hypernets.core.search_space.HyperSpace method)
get_used_features() (hypernets.model.objectives.NumOfFeatures method)
get_worst() (hypernets.core.trial.TrialHistory method)
get_x_data_character() (in module hypernets.utils.df_utils)
getEffectiveLevel() (hypernets.utils.logging.CustomizedLogger method)
getLogger() (in module hypernets.utils.logging)
greedy_ensemble() (hypernets.tabular.toolbox.ToolBox class method)
GreedyEnsemble (class in hypernets.tabular.ensemble.voting)
GridSearcher (class in hypernets.searchers.grid_searcher)
H
hostname (hypernets.hyperctl.executor.SSHRemoteMachine attribute)
hstack_array() (hypernets.tabular.toolbox.ToolBox class method)
http_portal() (in module hypernets.hyperctl.utils)
human_data_size() (in module hypernets.utils.common)
hyper_params (hypernets.core.search_space.ModuleSpace attribute)
HyperctlWebApplication (class in hypernets.hyperctl.server)
HyperInput (class in hypernets.core.ops)
HyperModel (class in hypernets.model.hyper_model)
hypernets (module)
hypernets.conf (module)
hypernets.core (module)
hypernets.core.callbacks (module)
hypernets.core.config (module)
hypernets.core.context (module)
hypernets.core.dispatcher (module)
hypernets.core.meta_learner (module)
hypernets.core.mutables (module)
hypernets.core.objective (module)
hypernets.core.ops (module)
hypernets.core.pareto (module)
hypernets.core.random_state (module)
hypernets.core.search_space (module)
hypernets.core.searcher (module)
hypernets.core.stateful (module)
hypernets.core.trial (module)
hypernets.discriminators (module)
hypernets.discriminators.percentile (module)
hypernets.dispatchers (module)
hypernets.dispatchers.cfg (module)
hypernets.dispatchers.dask (module)
hypernets.dispatchers.in_process_dispatcher (module)
hypernets.dispatchers.predict (module)
hypernets.dispatchers.predict.grpc (module)
hypernets.dispatchers.predict.grpc.proto (module)
hypernets.dispatchers.process (module)
hypernets.dispatchers.process.grpc (module)
hypernets.dispatchers.process.grpc.proto (module)
hypernets.dispatchers.process.local_process (module)
hypernets.dispatchers.process.ssh_process (module)
hypernets.examples (module)
hypernets.examples.plain_model (module)
hypernets.examples.smoke_testing (module)
hypernets.experiment (module)
hypernets.experiment.cfg (module)
hypernets.experiment.compete (module)
hypernets.experiment.general (module)
hypernets.experiment.job (module)
hypernets.experiment.report (module)
hypernets.hyperctl (module)
hypernets.hyperctl.api (module)
hypernets.hyperctl.appliation (module)
hypernets.hyperctl.batch (module)
hypernets.hyperctl.callbacks (module)
hypernets.hyperctl.cli (module)
hypernets.hyperctl.consts (module)
hypernets.hyperctl.executor (module)
hypernets.hyperctl.scheduler (module)
hypernets.hyperctl.server (module)
hypernets.hyperctl.utils (module)
hypernets.model (module)
hypernets.model.estimator (module)
hypernets.model.hyper_model (module)
hypernets.model.objectives (module)
hypernets.pipeline (module)
hypernets.pipeline.base (module)
hypernets.pipeline.transformers (module)
hypernets.searchers (module)
hypernets.searchers.evolution_searcher (module)
hypernets.searchers.genetic (module)
hypernets.searchers.grid_searcher (module)
hypernets.searchers.mcts_core (module)
hypernets.searchers.mcts_searcher (module)
hypernets.searchers.moead_searcher (module)
hypernets.searchers.moo (module)
hypernets.searchers.nsga_searcher (module)
hypernets.searchers.playback_searcher (module)
hypernets.searchers.random_searcher (module)
hypernets.server (module)
hypernets.tabular (module)
hypernets.tabular.cache (module)
hypernets.tabular.cfg (module)
hypernets.tabular.collinearity (module)
hypernets.tabular.column_selector (module)
hypernets.tabular.data_cleaner (module)
hypernets.tabular.data_hasher (module)
hypernets.tabular.dataframe_mapper (module)
hypernets.tabular.datasets (module)
hypernets.tabular.datasets.dsutils (module)
hypernets.tabular.drift_detection (module)
hypernets.tabular.ensemble (module)
hypernets.tabular.ensemble.base_ensemble (module)
hypernets.tabular.ensemble.stacking (module)
hypernets.tabular.ensemble.voting (module)
hypernets.tabular.estimator_detector (module)
hypernets.tabular.evaluator (module)
hypernets.tabular.feature_generators (module)
hypernets.tabular.lifelong_learning (module)
hypernets.tabular.metrics (module)
hypernets.tabular.pseudo_labeling (module)
hypernets.tabular.sklearn_ex (module)
hypernets.tabular.toolbox (module)
hypernets.utils (module)
hypernets.utils.common (module)
hypernets.utils.const (module)
hypernets.utils.df_utils (module)
hypernets.utils.logging (module)
hypernets.utils.param_tuning (module)
hypernets.utils.ssh_utils (module)
HyperNode (class in hypernets.core.search_space)
HyperSpace (class in hypernets.core.search_space)
HyperTransformer (class in hypernets.pipeline.base)
I
id (hypernets.core.mutables.Mutable attribute)
Identity (class in hypernets.core.ops)
important_features (hypernets.tabular.sklearn_ex.FeatureImportanceSelection attribute)
inc() (hypernets.utils.common.Counter method)
IndexHandler (class in hypernets.hyperctl.server)
Individual (class in hypernets.searchers.evolution_searcher)
(class in hypernets.searchers.genetic)
infer_task_type() (hypernets.model.hyper_model.HyperModel method)
(hypernets.tabular.toolbox.ToolBox class method)
INFO (hypernets.utils.logging.CustomizedLogger attribute)
info() (hypernets.searchers.mcts_core.MCNode method)
(hypernets.utils.logging.CustomizedLogger method)
init_mean_vector_by_NBI() (hypernets.searchers.moead_searcher.MOEADSearcher method)
init_population() (hypernets.searchers.moead_searcher.MOEADSearcher method)
initialize() (hypernets.hyperctl.server.JobHandler method)
(hypernets.hyperctl.server.JobListHandler method)
(hypernets.hyperctl.server.JobOperationHandler method)
initializing (hypernets.searchers.evolution_searcher.Population attribute)
inject() (in module hypernets.hyperctl.api)
InProcessDispatcher (class in hypernets.dispatchers.in_process_dispatcher)
input_space_cls (hypernets.pipeline.base.Pipeline attribute)
InputChoice (class in hypernets.core.ops)
Int (class in hypernets.core.search_space)
interval (hypernets.hyperctl.scheduler.JobScheduler attribute)
inverse_transform() (hypernets.tabular.sklearn_ex.SafeOrdinalEncoder method)
is_cleared() (hypernets.core.search_space.DefaultStack method)
is_compiled (hypernets.core.search_space.ModuleSpace attribute)
is_debug_enabled() (hypernets.utils.logging.CustomizedLogger method)
is_enabled_for() (hypernets.utils.logging.CustomizedLogger method)
is_existed() (hypernets.core.trial.TrialHistory method)
is_finished() (hypernets.hyperctl.batch.Batch method)
is_info_enabled() (hypernets.utils.logging.CustomizedLogger method)
is_isolated_module() (hypernets.core.search_space.HyperSpace method)
is_leaf (hypernets.searchers.mcts_core.MCNode attribute)
is_mutable (hypernets.core.search_space.Cascade attribute)
(hypernets.core.search_space.Choice attribute)
(hypernets.core.search_space.Constant attribute)
(hypernets.core.search_space.Dynamic attribute)
(hypernets.core.search_space.ParameterSpace attribute)
is_params_ready (hypernets.core.search_space.ModuleSpace attribute)
is_terminal (hypernets.searchers.mcts_core.MCNode attribute)
is_transform_skipped() (hypernets.experiment.compete.EstimatorBuilderStep method)
(hypernets.experiment.compete.ExperimentStep method)
(hypernets.experiment.compete.FeatureGenerationStep method)
(hypernets.experiment.compete.FeatureSelectStep method)
(hypernets.experiment.compete.PseudoLabelStep method)
(hypernets.experiment.compete.SpaceSearchStep method)
is_warning_enabled() (hypernets.utils.logging.CustomizedLogger method)
isEnabledFor() (hypernets.utils.logging.CustomizedLogger method)
isnotebook() (in module hypernets.utils.common)
J
job_state_data_file_path() (hypernets.hyperctl.batch.Batch method)
job_status_file_path() (hypernets.hyperctl.batch.Batch method)
JobHandler (class in hypernets.hyperctl.server)
JobListHandler (class in hypernets.hyperctl.server)
JobOperationHandler (class in hypernets.hyperctl.server)
jobs (hypernets.hyperctl.batch.Batch attribute)
JobScheduler (class in hypernets.hyperctl.scheduler)
K
KBinsDiscretizer (class in hypernets.pipeline.transformers)
kfold() (hypernets.tabular.toolbox.ToolBox class method)
kill() (hypernets.hyperctl.executor.LocalShellExecutor method)
(hypernets.hyperctl.executor.RemoteShellExecutor method)
kill_executor() (hypernets.hyperctl.executor.ExecutorManager method)
(hypernets.hyperctl.executor.LocalExecutorManager method)
(hypernets.hyperctl.executor.RemoteSSHExecutorManager method)
kill_job() (hypernets.hyperctl.scheduler.JobScheduler method)
(in module hypernets.hyperctl.api)
kind() (hypernets.core.searcher.Searcher method)
(hypernets.searchers.moo.MOOSearcher method)
L
label (hypernets.core.search_space.ParameterSpace attribute)
label_encoder_cls (hypernets.tabular.sklearn_ex.MultiTargetEncoder attribute)
LabelBinarizer (class in hypernets.pipeline.transformers)
LabelEncoder (class in hypernets.pipeline.transformers)
LatLongColumnSelector (class in hypernets.tabular.column_selector)
length (hypernets.searchers.evolution_searcher.Population attribute)
LgbmLeavesEncoder (class in hypernets.tabular.sklearn_ex)
list_jobs() (in module hypernets.hyperctl.api)
load() (hypernets.core.trial.DiskTrialStore method)
(hypernets.core.trial.TrialStore method)
(hypernets.examples.plain_model.PlainEstimator static method)
(hypernets.hyperctl.appliation.BatchApplication static method)
(hypernets.model.estimator.Estimator static method)
(hypernets.tabular.ensemble.base_ensemble.BaseEnsemble static method)
load_adult() (in module hypernets.tabular.datasets.dsutils)
load_bank() (in module hypernets.tabular.datasets.dsutils)
load_bank_by_dask() (in module hypernets.tabular.datasets.dsutils)
load_Bike_Sharing() (in module hypernets.tabular.datasets.dsutils)
load_blood() (in module hypernets.tabular.datasets.dsutils)
load_boston() (in module hypernets.tabular.datasets.dsutils)
load_data() (hypernets.tabular.toolbox.ToolBox static method)
load_estimator() (hypernets.examples.plain_model.PlainModel method)
(hypernets.model.hyper_model.HyperModel method)
load_glass_uci() (in module hypernets.tabular.datasets.dsutils)
load_heart_disease_uci() (in module hypernets.tabular.datasets.dsutils)
load_history() (hypernets.core.trial.TrialHistory static method)
load_json() (in module hypernets.hyperctl.utils)
load_module() (in module hypernets.utils.common)
load_movielens() (in module hypernets.tabular.datasets.dsutils)
load_state() (hypernets.core.stateful.Stateful method)
load_telescope() (in module hypernets.tabular.datasets.dsutils)
load_yaml() (in module hypernets.hyperctl.utils)
LocalExecutorManager (class in hypernets.hyperctl.executor)
LocalizedTfidfVectorizer (class in hypernets.tabular.sklearn_ex)
LocalProcess (class in hypernets.dispatchers.process.local_process)
LocalShellExecutor (class in hypernets.hyperctl.executor)
log() (hypernets.utils.logging.CustomizedLogger method)
log_every_n() (hypernets.utils.logging.CustomizedLogger method)
log_first_n() (hypernets.utils.logging.CustomizedLogger method)
log_if() (hypernets.utils.logging.CustomizedLogger method)
log_skip_sheet() (hypernets.experiment.report.ExcelReportRender static method)
LogStandardScaler (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
lr (hypernets.examples.plain_model.PlainSearchSpace attribute)
M
main() (in module hypernets.hyperctl.cli)
make_discriminator() (in module hypernets.discriminators)
make_searcher() (in module hypernets.searchers)
make_transformer_pipeline() (in module hypernets.tabular.dataframe_mapper)
makedirs() (in module hypernets.utils.ssh_utils)
MAX_CELL_LENGTH (hypernets.experiment.report.ExcelReportRender attribute)
max_element_length (hypernets.tabular.sklearn_ex.VarLenFeatureEncoder attribute)
max_node_space (hypernets.searchers.mcts_searcher.MCTSSearcher attribute)
MaxAbsScaler (class in hypernets.pipeline.transformers)
Maximize (hypernets.core.searcher.OptimizeDirection attribute)
MCNode (class in hypernets.searchers.mcts_core)
MCTree (class in hypernets.searchers.mcts_core)
MCTSSearcher (class in hypernets.searchers.mcts_searcher)
mean_oof() (hypernets.tabular.toolbox.ToolBox static method)
memory_free() (hypernets.tabular.toolbox.ToolBox static method)
memory_total() (hypernets.tabular.toolbox.ToolBox static method)
memory_usage() (hypernets.tabular.toolbox.ToolBox static method)
merge_oof() (hypernets.tabular.toolbox.ToolBox static method)
merge_pseudo_label() (hypernets.experiment.compete.DaskPseudoLabelStep method)
(hypernets.experiment.compete.PseudoLabelStep method)
MetaLearner (class in hypernets.core.meta_learner)
method (hypernets.experiment.report.FeatureTrans attribute)
METHOD_ADD (hypernets.experiment.report.FeatureTransCollector attribute)
METHOD_DROP (hypernets.experiment.report.FeatureTransCollector attribute)
metric_to_scoring() (hypernets.tabular.metrics.Metrics method)
(in module hypernets.tabular.metrics)
Metrics (class in hypernets.tabular.metrics)
metrics (hypernets.tabular.toolbox.ToolBox attribute)
Minimize (hypernets.core.searcher.OptimizeDirection attribute)
MinMaxColumnSelector (class in hypernets.tabular.column_selector)
MinMaxScaler (class in hypernets.pipeline.transformers)
mkdirs() (hypernets.core.callbacks.FileLoggingCallback static method)
(hypernets.core.callbacks.FileStorageLoggingCallback static method)
ModuleChoice (class in hypernets.core.ops)
ModuleSpace (class in hypernets.core.search_space)
MOEADSearcher (class in hypernets.searchers.moead_searcher)
MOOFinalStep (class in hypernets.experiment.compete)
MOOSearcher (class in hypernets.searchers.moo)
MULITICOLLINEARITY_DETECTION (hypernets.experiment.compete.StepNames attribute)
MultiCollinearityDetector (class in hypernets.tabular.collinearity)
MulticollinearityDetectStep (class in hypernets.experiment.compete)
MultiKBinsDiscretizer (class in hypernets.tabular.sklearn_ex)
MultiLabelBinarizer (class in hypernets.pipeline.transformers)
MultiLabelEncoder (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
MultipleChoice (class in hypernets.core.search_space)
MultiTargetEncoder (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
MultiVarLenFeatureEncoder (class in hypernets.tabular.sklearn_ex)
Mutable (class in hypernets.core.mutables)
MutableScope (class in hypernets.core.mutables)
mutate() (hypernets.searchers.evolution_searcher.Individual method)
(hypernets.searchers.evolution_searcher.Population method)
N
n_allocated (hypernets.hyperctl.scheduler.JobScheduler attribute)
n_classes (hypernets.tabular.sklearn_ex.VarLenFeatureEncoder attribute)
n_objectives (hypernets.searchers.moead_searcher.MOEADSearcher attribute)
n_skipped (hypernets.hyperctl.scheduler.JobScheduler attribute)
new_sample() (hypernets.core.meta_learner.MetaLearner method)
nn (hypernets.examples.plain_model.PlainSearchSpace attribute)
node_to_space() (hypernets.searchers.mcts_core.MCTree method)
NoResourceException
Normalizer (class in hypernets.pipeline.transformers)
NotebookCallback (class in hypernets.core.callbacks)
np (hypernets.tabular.ensemble.base_ensemble.BaseEnsemble attribute)
(hypernets.tabular.pseudo_labeling.PseudoLabeling attribute)
NSGAIISearcher (class in hypernets.searchers.nsga_searcher)
numeric2value() (hypernets.core.search_space.Choice method)
(hypernets.core.search_space.Int method)
(hypernets.core.search_space.MultipleChoice method)
(hypernets.core.search_space.ParameterSpace method)
(hypernets.core.search_space.Real method)
NumOfFeatures (class in hypernets.model.objectives)
nunique_df() (hypernets.tabular.toolbox.ToolBox static method)
O
Objective (class in hypernets.core.objective)
on_apply() (hypernets.tabular.cache.CacheCallback method)
on_build_estimator() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.FileLoggingCallback method)
(hypernets.core.callbacks.SummaryCallback method)
on_enter() (hypernets.tabular.cache.CacheCallback method)
on_finish() (hypernets.hyperctl.callbacks.BatchCallback method)
(hypernets.hyperctl.callbacks.ConsoleCallback method)
on_job_break() (hypernets.hyperctl.callbacks.BatchCallback method)
(hypernets.hyperctl.callbacks.ConsoleCallback method)
(hypernets.hyperctl.callbacks.VisDOMCallback method)
on_job_failed() (hypernets.hyperctl.callbacks.BatchCallback method)
(hypernets.hyperctl.callbacks.ConsoleCallback method)
(hypernets.hyperctl.callbacks.VisDOMCallback method)
on_job_start() (hypernets.hyperctl.callbacks.BatchCallback method)
(hypernets.hyperctl.callbacks.ConsoleCallback method)
(hypernets.hyperctl.callbacks.VisDOMCallback method)
on_job_succeed() (hypernets.hyperctl.callbacks.BatchCallback method)
(hypernets.hyperctl.callbacks.ConsoleCallback method)
(hypernets.hyperctl.callbacks.VisDOMCallback method)
on_leave() (hypernets.tabular.cache.CacheCallback method)
on_remove_shift_variable() (hypernets.tabular.drift_detection.FeatureSelectionCallback method)
on_round_end() (hypernets.tabular.drift_detection.FeatureSelectionCallback method)
on_round_start() (hypernets.tabular.drift_detection.FeatureSelectionCallback method)
on_search_end() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.NotebookCallback method)
(hypernets.core.callbacks.ProgressiveCallback method)
on_search_error() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.ProgressiveCallback method)
on_search_start() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.EarlyStoppingCallback method)
(hypernets.core.callbacks.NotebookCallback method)
(hypernets.core.callbacks.ProgressiveCallback method)
(hypernets.core.callbacks.SummaryCallback method)
on_skip_trial() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.FileLoggingCallback method)
(hypernets.core.callbacks.SummaryCallback method)
on_start() (hypernets.hyperctl.callbacks.BatchCallback method)
(hypernets.hyperctl.callbacks.ConsoleCallback method)
(hypernets.hyperctl.callbacks.VisDOMCallback method)
on_store() (hypernets.tabular.cache.CacheCallback method)
on_task_break() (hypernets.tabular.drift_detection.FeatureSelectionCallback method)
on_task_finished() (hypernets.tabular.drift_detection.FeatureSelectionCallback method)
on_trial_begin() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.EarlyStoppingCallback method)
(hypernets.core.callbacks.FileLoggingCallback method)
(hypernets.core.callbacks.NotebookCallback method)
(hypernets.core.callbacks.SummaryCallback method)
on_trial_end() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.EarlyStoppingCallback method)
(hypernets.core.callbacks.FileLoggingCallback method)
(hypernets.core.callbacks.NotebookCallback method)
(hypernets.core.callbacks.ProgressiveCallback method)
(hypernets.core.callbacks.SummaryCallback method)
on_trial_error() (hypernets.core.callbacks.Callback method)
(hypernets.core.callbacks.NotebookCallback method)
(hypernets.core.callbacks.ProgressiveCallback method)
OncePercentileDiscriminator (class in hypernets.discriminators.percentile)
OneHotEncoder (class in hypernets.pipeline.transformers)
open() (hypernets.core.callbacks.FileLoggingCallback static method)
(hypernets.core.callbacks.FileStorageLoggingCallback static method)
OPT_KILL (hypernets.hyperctl.server.JobOperationHandler attribute)
OptimizeDirection (class in hypernets.core.searcher)
Optional (class in hypernets.core.ops)
optional_fn() (hypernets.core.ops.Optional method)
or_fn() (hypernets.core.ops.ModuleChoice method)
OrdinalEncoder (class in hypernets.pipeline.transformers)
output (hypernets.core.search_space.ModuleSpace attribute)
output_space_cls (hypernets.pipeline.base.Pipeline attribute)
P
pad_sequences() (hypernets.tabular.sklearn_ex.VarLenFeatureEncoder static method)
parallelizable (hypernets.core.searcher.Searcher attribute)
(hypernets.searchers.evolution_searcher.EvolutionSearcher attribute)
(hypernets.searchers.grid_searcher.GridSearcher attribute)
(hypernets.searchers.moead_searcher.MOEADSearcher attribute)
(hypernets.searchers.playback_searcher.PlaybackSearcher attribute)
(hypernets.searchers.random_searcher.RandomSearcher attribute)
(hypernets.tabular.drift_detection.FeatureSelectorWithDriftDetection attribute)
parallelizable() (hypernets.searchers.mcts_searcher.MCTSSearcher method)
param_dict (hypernets.core.search_space.Cascade attribute)
(hypernets.core.search_space.Dynamic attribute)
param_values (hypernets.core.search_space.ModuleSpace attribute)
ParameterSpace (class in hypernets.core.search_space)
params_iterator (hypernets.core.search_space.HyperSpace attribute)
params_summary() (hypernets.core.search_space.HyperSpace method)
pareto_dominate() (in module hypernets.core.pareto)
parquet() (hypernets.tabular.toolbox.ToolBox static method)
PassThroughEstimator (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
path_to_node() (hypernets.searchers.mcts_core.MCTree method)
PBIDecomposition (class in hypernets.searchers.moead_searcher)
PCA (class in hypernets.pipeline.transformers)
PercentileDiscriminator (class in hypernets.discriminators.percentile)
Permutation (class in hypernets.core.ops)
permutation_fn() (hypernets.core.ops.Permutation method)
permutation_importance() (hypernets.tabular.toolbox.ToolBox static method)
permutation_importance_batch() (hypernets.tabular.toolbox.ToolBox class method)
PermutationImportanceSelectionStep (class in hypernets.experiment.compete)
persist() (hypernets.core.trial.DiskTrialStore method)
(hypernets.core.trial.TrialStore method)
pid() (hypernets.hyperctl.batch.Batch method)
pid_file_path() (hypernets.hyperctl.batch.Batch method)
Pipeline (class in hypernets.pipeline.base)
pipeline_fn() (hypernets.pipeline.base.Pipeline method)
PipelineInput (class in hypernets.pipeline.base)
PipelineOutput (class in hypernets.pipeline.base)
PlainEstimator (class in hypernets.examples.plain_model)
PlainModel (class in hypernets.examples.plain_model)
PlainSearchSpace (class in hypernets.examples.plain_model)
PlaybackSearcher (class in hypernets.searchers.playback_searcher)
plot_best_trials() (hypernets.core.trial.DominateBasedTrialHistory method)
plot_hyperparams() (hypernets.core.trial.TrialHistory method)
(hypernets.model.hyper_model.HyperModel method)
plot_population() (hypernets.searchers.moo.MOOSearcher method)
PolynomialFeatures (class in hypernets.pipeline.transformers)
Population (class in hypernets.searchers.evolution_searcher)
population_size (hypernets.searchers.evolution_searcher.EvolutionSearcher attribute)
(hypernets.searchers.moead_searcher.MOEADSearcher attribute)
portal (hypernets.hyperctl.batch.ServerConf attribute)
(hypernets.hyperctl.server.HyperctlWebApplication attribute)
post() (hypernets.hyperctl.executor.ShellExecutor method)
(hypernets.hyperctl.server.JobOperationHandler method)
post_request() (in module hypernets.hyperctl.utils)
PowerTransformer (class in hypernets.pipeline.transformers)
predict() (hypernets.core.meta_learner.MetaLearner method)
(hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.CrossValidationEstimator method)
(hypernets.model.estimator.Estimator method)
(hypernets.model.objectives.CVWrapperEstimator method)
(hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.metrics.Metrics method)
(in module hypernets.tabular.metrics)
predict_proba() (hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.CrossValidationEstimator method)
(hypernets.model.estimator.Estimator method)
(hypernets.model.objectives.CVWrapperEstimator method)
(hypernets.tabular.drift_detection.DriftDetector method)
(hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.metrics.Metrics method)
(in module hypernets.tabular.metrics)
PredictionObjective (class in hypernets.model.objectives)
PredictionPerformanceObjective (class in hypernets.model.objectives)
predictions2predict() (hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.ensemble.stacking.StackingEnsemble method)
(hypernets.tabular.ensemble.voting.AveragingEnsemble method)
(hypernets.tabular.ensemble.voting.GreedyEnsemble method)
predictions2predict_proba() (hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.ensemble.stacking.StackingEnsemble method)
(hypernets.tabular.ensemble.voting.AveragingEnsemble method)
(hypernets.tabular.ensemble.voting.GreedyEnsemble method)
prepare() (hypernets.hyperctl.executor.ExecutorManager method)
(hypernets.hyperctl.executor.RemoteSSHExecutorManager method)
(hypernets.hyperctl.executor.ShellExecutor method)
prepare_assets() (hypernets.hyperctl.executor.LocalShellExecutor method)
(hypernets.hyperctl.executor.RemoteShellExecutor method)
prepare_data() (hypernets.tabular.estimator_detector.EstimatorDetector method)
prepare_home_dir() (hypernets.core.trial.DiskTrialStore method)
proba2predict() (hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.CrossValidationEstimator method)
(hypernets.model.estimator.Estimator method)
(hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
(hypernets.tabular.metrics.Metrics method)
(in module hypernets.tabular.metrics)
profile() (in module hypernets.utils.common)
ProgressiveCallback (class in hypernets.core.callbacks)
ProgressivePercentileDiscriminator (class in hypernets.discriminators.percentile)
PSEUDO_LABELING (hypernets.experiment.compete.StepNames attribute)
pseudo_labeling() (hypernets.tabular.toolbox.ToolBox class method)
PseudoLabeling (class in hypernets.tabular.pseudo_labeling)
PseudoLabelStep (class in hypernets.experiment.compete)
PSIObjective (class in hypernets.model.objectives)
push_assigned_param() (hypernets.core.search_space.HyperSpace method)
put() (hypernets.core.context.Context method)
(hypernets.core.context.DefaultContext method)
(hypernets.core.trial.TrialStore method)
put_to_cache() (hypernets.core.trial.TrialStore method)
Q
QuantileTransformer (class in hypernets.pipeline.transformers)
R
randint() (in module hypernets.core.random_state)
random_sample() (hypernets.core.search_space.HyperSpace method)
(hypernets.core.search_space.ParameterSpace method)
(hypernets.searchers.mcts_core.MCNode method)
RandomSearcher (class in hypernets.searchers.random_searcher)
Real (class in hypernets.core.search_space)
reason (hypernets.experiment.report.FeatureTrans attribute)
REASON_EXPECTED_REWARD (hypernets.core.callbacks.EarlyStoppingCallback attribute)
REASON_TIME_LIMIT (hypernets.core.callbacks.EarlyStoppingCallback attribute)
REASON_TRIAL_LIMIT (hypernets.core.callbacks.EarlyStoppingCallback attribute)
Recombination (class in hypernets.searchers.genetic)
Reduction (class in hypernets.core.ops)
register() (hypernets.core.mutables.MutableScope method)
release() (hypernets.hyperctl.executor.SSHRemoteMachine method)
release_executor() (hypernets.hyperctl.executor.ExecutorManager method)
(hypernets.hyperctl.executor.LocalExecutorManager method)
(hypernets.hyperctl.executor.RemoteSSHExecutorManager method)
remark (hypernets.experiment.report.FeatureTrans attribute)
RemoteShellExecutor (class in hypernets.hyperctl.executor)
RemoteSSHExecutorManager (class in hypernets.hyperctl.executor)
render() (hypernets.experiment.report.ExcelReportRender method)
(hypernets.experiment.report.ReportRender method)
Repeat (class in hypernets.core.ops)
repeat_fn() (hypernets.core.ops.Repeat method)
replace_route() (hypernets.core.search_space.HyperSpace method)
ReportRender (class in hypernets.experiment.report)
reroute_from() (hypernets.core.search_space.HyperSpace method)
reroute_to() (hypernets.core.search_space.HyperSpace method)
reset() (hypernets.core.mutables.MutableScope method)
(hypernets.core.search_space.DefaultSpaceStack method)
(hypernets.core.search_space.DefaultStack method)
(hypernets.core.searcher.Searcher method)
(hypernets.core.trial.DiskTrialStore method)
(hypernets.core.trial.TrialStore method)
(hypernets.searchers.grid_searcher.GridSearcher method)
(hypernets.searchers.mcts_searcher.MCTSSearcher method)
(hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.random_searcher.RandomSearcher method)
(hypernets.utils.common.Counter method)
reset_dev_params() (in module hypernets.hyperctl.api)
reset_index() (hypernets.tabular.toolbox.ToolBox static method)
response() (hypernets.hyperctl.server.BaseHandler method)
response_json() (hypernets.hyperctl.server.BaseHandler method)
RestCode (class in hypernets.hyperctl.server)
RestResult (class in hypernets.hyperctl.server)
reward_metrics (hypernets.model.hyper_model.HyperModel attribute)
RNSGAIISearcher (class in hypernets.searchers.nsga_searcher)
RobustScaler (class in hypernets.pipeline.transformers)
roll_out() (hypernets.searchers.mcts_core.MCTree method)
root_mean_squared_error() (in module hypernets.tabular.sklearn_ex)
run() (hypernets.dispatchers.process.local_process.LocalProcess method)
(hypernets.dispatchers.process.ssh_process.DumpFileThread method)
(hypernets.dispatchers.process.ssh_process.SshProcess method)
(hypernets.experiment.compete.CompeteExperiment method)
(hypernets.hyperctl.executor.LocalShellExecutor method)
(hypernets.hyperctl.executor.RemoteShellExecutor method)
(hypernets.hyperctl.executor.ShellExecutor method)
run_batch_config() (in module hypernets.hyperctl.cli)
run_batch_config_file() (in module hypernets.hyperctl.cli)
run_generate_job_specs() (in module hypernets.hyperctl.cli)
run_kill_job() (in module hypernets.hyperctl.cli)
run_search() (in module hypernets.examples.smoke_testing)
run_show_batches() (in module hypernets.hyperctl.cli)
run_show_jobs() (in module hypernets.hyperctl.cli)
S
SafeLabelEncoder (class in hypernets.tabular.sklearn_ex)
SafeOneHotEncoder (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
SafeOrdinalEncoder (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
SafeSimpleImputer (class in hypernets.tabular.sklearn_ex)
same_config() (hypernets.core.search_space.ParameterSpace method)
sample() (hypernets.core.searcher.Searcher method)
(hypernets.experiment.compete.DataAdaptionStep method)
(hypernets.searchers.evolution_searcher.EvolutionSearcher method)
(hypernets.searchers.grid_searcher.GridSearcher method)
(hypernets.searchers.mcts_searcher.MCTSSearcher method)
(hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.playback_searcher.PlaybackSearcher method)
(hypernets.searchers.random_searcher.RandomSearcher method)
sample2key() (hypernets.core.trial.TrialStore method)
sample_best() (hypernets.searchers.evolution_searcher.Population method)
save() (hypernets.core.trial.TrialHistory method)
(hypernets.examples.plain_model.PlainEstimator method)
(hypernets.model.estimator.Estimator method)
(hypernets.tabular.ensemble.base_ensemble.BaseEnsemble method)
save_state() (hypernets.core.stateful.Stateful method)
search() (hypernets.experiment.compete.SpaceSearchStep method)
(hypernets.experiment.compete.SpaceSearchWithDownSampleStep method)
(hypernets.model.hyper_model.HyperModel method)
search_params() (in module hypernets.utils.param_tuning)
Searcher (class in hypernets.core.searcher)
select() (hypernets.tabular.drift_detection.FeatureSelectorWithDriftDetection method)
(hypernets.tabular.pseudo_labeling.PseudoLabeling method)
select_1d() (hypernets.tabular.toolbox.ToolBox static method)
select_df() (hypernets.tabular.toolbox.ToolBox static method)
select_feature_by_importance() (hypernets.tabular.toolbox.ToolBox class method)
select_trials() (hypernets.experiment.compete.EnsembleStep method)
select_valid_oof() (hypernets.tabular.toolbox.ToolBox static method)
selected_features (hypernets.experiment.compete.FeatureSelectStep attribute)
selection() (hypernets.searchers.mcts_core.BasePolicy method)
(hypernets.searchers.mcts_core.UCT method)
selection_and_expansion() (hypernets.searchers.mcts_core.MCTree method)
send_error_content() (hypernets.hyperctl.server.BaseHandler method)
Sequential (class in hypernets.core.ops)
sequential_fn() (hypernets.core.ops.Sequential method)
server_host (hypernets.hyperctl.appliation.BatchApplication attribute)
server_port (hypernets.hyperctl.appliation.BatchApplication attribute)
ServerConf (class in hypernets.hyperctl.batch)
set_default_eval_dir() (hypernets.experiment.job.CompeteExperimentJobCreator static method)
set_default_render_path() (hypernets.experiment.job.CompeteExperimentJobCreator static method)
set_default_trial_store() (in module hypernets.core.trial)
set_discriminator() (hypernets.model.estimator.Estimator method)
set_inputs() (hypernets.core.search_space.HyperSpace method)
set_level() (in module hypernets.utils.logging)
set_meta_learner() (hypernets.core.searcher.Searcher method)
set_outputs() (hypernets.core.search_space.HyperSpace method)
set_parent() (hypernets.searchers.mcts_core.MCNode method)
set_random_state() (in module hypernets.core.random_state)
set_terminal() (hypernets.searchers.mcts_core.MCNode method)
sftp_client() (in module hypernets.utils.ssh_utils)
ShellExecutor (class in hypernets.hyperctl.executor)
show_job() (in module hypernets.hyperctl.cli)
shuffle() (hypernets.searchers.evolution_searcher.Population method)
ShuffleCrossOver (class in hypernets.searchers.genetic)
signature (hypernets.core.search_space.HyperSpace attribute)
SimpleImputer (class in hypernets.pipeline.transformers)
simulation() (hypernets.searchers.mcts_core.MCTree method)
SinglePointCrossOver (class in hypernets.searchers.genetic)
SinglePointMutation (class in hypernets.searchers.genetic)
SkewnessKurtosisTransformer (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
SkipCache
SlimTargetEncoder (class in hypernets.tabular.sklearn_ex)
space (hypernets.core.search_space.HyperNode attribute)
SPACE_SEARCHING (hypernets.experiment.compete.StepNames attribute)
SpaceSearchStep (class in hypernets.experiment.compete)
SpaceSearchWithDownSampleStep (class in hypernets.experiment.compete)
split_method (hypernets.tabular.sklearn_ex.SlimTargetEncoder attribute)
ssh_client() (in module hypernets.utils.ssh_utils)
ssh_run() (hypernets.dispatchers.process.ssh_process.SshProcess static method)
SshProcess (class in hypernets.dispatchers.process.ssh_process)
SSHRemoteMachine (class in hypernets.hyperctl.executor)
stack_array() (hypernets.tabular.toolbox.ToolBox static method)
StackingEnsemble (class in hypernets.tabular.ensemble.stacking)
stage (hypernets.experiment.report.FeatureTrans attribute)
StandardScaler (class in hypernets.pipeline.transformers)
start() (hypernets.hyperctl.appliation.BatchApplication method)
(hypernets.hyperctl.scheduler.JobScheduler method)
stat_pseudo_label() (hypernets.experiment.compete.PseudoLabelStep static method)
Stateful (class in hypernets.core.stateful)
statified_kfold() (hypernets.tabular.toolbox.ToolBox class method)
status() (hypernets.hyperctl.batch.Batch method)
(hypernets.hyperctl.executor.LocalShellExecutor method)
(hypernets.hyperctl.executor.RemoteShellExecutor method)
(hypernets.hyperctl.executor.ShellExecutor method)
STATUS_FAILED (hypernets.experiment.compete.ExperimentStep attribute)
status_files() (hypernets.hyperctl.batch.Batch method)
STATUS_FINISHED (hypernets.hyperctl.batch.Batch attribute)
STATUS_NONE (hypernets.experiment.compete.ExperimentStep attribute)
STATUS_NOT_START (hypernets.hyperctl.batch.Batch attribute)
STATUS_RUNNING (hypernets.experiment.compete.ExperimentStep attribute)
(hypernets.hyperctl.batch.Batch attribute)
STATUS_SKIPPED (hypernets.experiment.compete.ExperimentStep attribute)
STATUS_SUCCESS (hypernets.experiment.compete.ExperimentStep attribute)
step_progress() (hypernets.experiment.compete.ExperimentStep method)
StepNames (class in hypernets.experiment.compete)
SteppedExperiment (class in hypernets.experiment.compete)
stop() (hypernets.hyperctl.appliation.BatchApplication method)
(hypernets.hyperctl.scheduler.JobScheduler method)
STRATEGY_NUMBER (hypernets.tabular.toolbox.ToolBox attribute)
STRATEGY_QUANTILE (hypernets.tabular.toolbox.ToolBox attribute)
STRATEGY_THRESHOLD (hypernets.tabular.toolbox.ToolBox attribute)
subsample() (in module hypernets.tabular.sklearn_ex)
Success (hypernets.hyperctl.server.RestCode attribute)
summary() (hypernets.core.searcher.Searcher method)
(hypernets.examples.plain_model.PlainEstimator method)
(hypernets.hyperctl.batch.Batch method)
(hypernets.model.estimator.Estimator method)
(hypernets.searchers.evolution_searcher.EvolutionSearcher method)
(hypernets.searchers.mcts_searcher.MCTSSearcher method)
summary_batch() (hypernets.hyperctl.appliation.BatchApplication method)
SummaryCallback (class in hypernets.core.callbacks)
T
take_array() (hypernets.tabular.toolbox.ToolBox static method)
target_encoder_cls (hypernets.tabular.sklearn_ex.MultiTargetEncoder attribute)
TargetEncoder (class in hypernets.tabular.sklearn_ex)
task (hypernets.experiment.compete.ExperimentStep attribute)
TchebicheffDecomposition (class in hypernets.searchers.moead_searcher)
test_connection() (hypernets.hyperctl.executor.SSHRemoteMachine method)
test_parameter_grid() (in module hypernets.searchers.grid_searcher)
TextColumnSelector (class in hypernets.tabular.column_selector)
TfidfEncoder (class in hypernets.pipeline.transformers)
(class in hypernets.tabular.sklearn_ex)
Theme (class in hypernets.experiment.report)
to_config() (hypernets.hyperctl.appliation.BatchApplication method)
(hypernets.hyperctl.batch.BackendConf method)
(hypernets.hyperctl.batch.ServerConf method)
to_dataframe() (hypernets.tabular.sklearn_ex.DatetimeEncoder static method)
to_df() (hypernets.core.trial.DominateBasedTrialHistory method)
(hypernets.core.trial.Trial method)
(hypernets.core.trial.TrialHistory method)
to_dict() (hypernets.hyperctl.server.RestResult method)
to_estimator() (hypernets.experiment.compete.CompeteExperiment method)
(hypernets.experiment.compete.SteppedExperiment static method)
to_job_detail() (in module hypernets.hyperctl.server)
to_json() (hypernets.hyperctl.server.RestResult method)
to_level() (in module hypernets.utils.logging)
to_local() (hypernets.tabular.toolbox.ToolBox static method)
to_repr() (in module hypernets.utils.common)
ToolBox (class in hypernets.tabular.toolbox)
total_resources() (hypernets.hyperctl.executor.SSHRemoteMachine static method)
train() (hypernets.experiment.compete.SteppedExperiment method)
(hypernets.experiment.general.GeneralExperiment method)
(in module hypernets.examples.plain_model)
train_heart_disease() (in module hypernets.examples.plain_model)
train_test_split() (hypernets.tabular.drift_detection.DriftDetector method)
(hypernets.tabular.toolbox.ToolBox method)
TRAINING (hypernets.experiment.compete.StepNames attribute)
transform() (hypernets.experiment.compete.DataCleanStep method)
(hypernets.experiment.compete.EstimatorBuilderStep method)
(hypernets.experiment.compete.ExperimentStep method)
(hypernets.experiment.compete.FeatureSelectStep method)
(hypernets.experiment.compete.PseudoLabelStep method)
(hypernets.experiment.compete.SpaceSearchStep method)
(hypernets.experiment.compete.TransformerAdaptorStep method)
(hypernets.tabular.data_cleaner.DataCleaner method)
(hypernets.tabular.dataframe_mapper.DataFrameMapper method)
(hypernets.tabular.sklearn_ex.AsTypeTransformer method)
(hypernets.tabular.sklearn_ex.CategorizeEncoder method)
(hypernets.tabular.sklearn_ex.ColumnEncoder method)
(hypernets.tabular.sklearn_ex.ConstantImputer method)
(hypernets.tabular.sklearn_ex.DataFrameWrapper method)
(hypernets.tabular.sklearn_ex.DatetimeEncoder method)
(hypernets.tabular.sklearn_ex.FeatureImportanceSelection method)
(hypernets.tabular.sklearn_ex.FeatureImportancesSelectionTransformer method)
(hypernets.tabular.sklearn_ex.FeatureSelectionTransformer method)
(hypernets.tabular.sklearn_ex.FloatOutputImputer method)
(hypernets.tabular.sklearn_ex.LgbmLeavesEncoder method)
(hypernets.tabular.sklearn_ex.LogStandardScaler method)
(hypernets.tabular.sklearn_ex.MultiKBinsDiscretizer method)
(hypernets.tabular.sklearn_ex.MultiLabelEncoder method)
(hypernets.tabular.sklearn_ex.MultiVarLenFeatureEncoder method)
(hypernets.tabular.sklearn_ex.PassThroughEstimator method)
(hypernets.tabular.sklearn_ex.SafeLabelEncoder method)
(hypernets.tabular.sklearn_ex.SafeOrdinalEncoder method)
(hypernets.tabular.sklearn_ex.SafeSimpleImputer method)
(hypernets.tabular.sklearn_ex.SkewnessKurtosisTransformer method)
(hypernets.tabular.sklearn_ex.SlimTargetEncoder method)
(hypernets.tabular.sklearn_ex.TargetEncoder method)
(hypernets.tabular.sklearn_ex.TfidfEncoder method)
(hypernets.tabular.sklearn_ex.VarLenFeatureEncoder method)
transform_column() (hypernets.tabular.sklearn_ex.DatetimeEncoder method)
TransformerAdaptorStep (class in hypernets.experiment.compete)
TransformerPipeline (class in hypernets.tabular.dataframe_mapper)
traverse() (hypernets.core.search_space.HyperSpace method)
Trial (class in hypernets.core.trial)
TrialHistory (class in hypernets.core.trial)
TrialStore (class in hypernets.core.trial)
TruncatedSVD (class in hypernets.pipeline.transformers)
type (hypernets.core.mutables.Mutable attribute)
(hypernets.core.search_space.HyperSpace attribute)
(hypernets.core.search_space.ModuleSpace attribute)
(hypernets.core.search_space.ParameterSpace attribute)
U
UCT (class in hypernets.searchers.mcts_core)
UniformCrossover (class in hypernets.searchers.genetic)
unique() (hypernets.tabular.toolbox.ToolBox static method)
unselected_features (hypernets.experiment.compete.FeatureSelectStep attribute)
update() (hypernets.core.mutables.Mutable method)
(hypernets.core.search_space.Cascade method)
(hypernets.core.search_space.Dynamic method)
(hypernets.core.search_space.ModuleSpace method)
update_result() (hypernets.core.searcher.Searcher method)
(hypernets.searchers.evolution_searcher.EvolutionSearcher method)
(hypernets.searchers.grid_searcher.GridSearcher method)
(hypernets.searchers.mcts_searcher.MCTSSearcher method)
(hypernets.searchers.moead_searcher.MOEADSearcher method)
(hypernets.searchers.playback_searcher.PlaybackSearcher method)
(hypernets.searchers.random_searcher.RandomSearcher method)
upload_dir() (in module hypernets.utils.ssh_utils)
upload_file() (in module hypernets.utils.ssh_utils)
upload_file_obj() (in module hypernets.utils.ssh_utils)
usage (hypernets.hyperctl.executor.SSHRemoteMachine attribute)
V
value (hypernets.core.search_space.ParameterSpace attribute)
(hypernets.utils.common.Counter attribute)
value2numeric() (hypernets.core.search_space.Choice method)
(hypernets.core.search_space.Int method)
(hypernets.core.search_space.MultipleChoice method)
(hypernets.core.search_space.ParameterSpace method)
(hypernets.core.search_space.Real method)
value_counts() (hypernets.tabular.toolbox.ToolBox static method)
VarLenFeatureEncoder (class in hypernets.tabular.sklearn_ex)
vectors (hypernets.core.search_space.HyperSpace attribute)
VisDOMCallback (class in hypernets.hyperctl.callbacks)
vstack_array() (hypernets.tabular.toolbox.ToolBox class method)
W
waiting_executors() (hypernets.hyperctl.executor.ExecutorManager method)
WARN (hypernets.utils.logging.CustomizedLogger attribute)
warn() (hypernets.utils.logging.CustomizedLogger method)
warning() (hypernets.utils.logging.CustomizedLogger method)
WeightedSumDecomposition (class in hypernets.searchers.moead_searcher)
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