Index

_

__init__() (falcon.abstract.Learner method) (falcon.abstract.Pipeline method) (falcon.abstract.TaskManager method) (falcon.sklapi.FalconTabularClassifier method) (falcon.sklapi.FalconTabularRegressor method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.models.HistGradientBoostingClassifier method) (falcon.tabular.models.HistGradientBoostingRegressor method) (falcon.tabular.models.StackingClassifier method) (falcon.tabular.models.StackingRegressor method) (falcon.tabular.pipelines.SimpleTabularPipeline method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method) (falcon.tabular.TabularTaskManager method)

_create_pipeline() (falcon.abstract.TaskManager method) (falcon.tabular.TabularTaskManager method) _prepare_data() (falcon.abstract.TaskManager method) (falcon.tabular.TabularTaskManager method)

A

add_element() (falcon.abstract.Pipeline method) (falcon.tabular.pipelines.SimpleTabularPipeline method)

AutoML() (in module falcon)

D

default_pipeline (falcon.abstract.TaskManager property) (falcon.tabular.TabularTaskManager property)

default_pipeline_options (falcon.abstract.TaskManager property) (falcon.tabular.TabularTaskManager property)

E

evaluate() (falcon.abstract.TaskManager method) (falcon.tabular.TabularTaskManager method)

F

FalconTabularClassifier (class in falcon.sklapi) FalconTabularRegressor (class in falcon.sklapi) fit() (falcon.abstract.Learner method) (falcon.abstract.Model method) (falcon.abstract.Pipeline method) (falcon.abstract.PipelineElement method) (falcon.abstract.Processor method) (falcon.sklapi.FalconTabularClassifier method) (falcon.sklapi.FalconTabularRegressor method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.models.HistGradientBoostingClassifier method) (falcon.tabular.models.HistGradientBoostingRegressor method) (falcon.tabular.models.StackingClassifier method) (falcon.tabular.models.StackingRegressor method) (falcon.tabular.pipelines.SimpleTabularPipeline method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method)

fit_pipe() (falcon.abstract.Learner method) (falcon.abstract.PipelineElement method) (falcon.abstract.Processor method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method) forward() (falcon.abstract.Learner method) (falcon.abstract.PipelineElement method) (falcon.abstract.Processor method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method)

G

get_configuration() (falcon.task_configurations.TaskConfigurationRegistry class method) get_input_type() (falcon.abstract.Learner method) (falcon.abstract.PipelineElement method) (falcon.abstract.Processor method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method) get_output_type() (falcon.abstract.Learner method) (falcon.abstract.PipelineElement method) (falcon.abstract.Processor method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method)

get_params() (falcon.sklapi.FalconTabularClassifier method) (falcon.sklapi.FalconTabularRegressor method) get_registered_config_names() (falcon.task_configurations.TaskConfigurationRegistry class method) get_registered_tasks() (falcon.task_configurations.TaskConfigurationRegistry class method) get_search_space() (falcon.abstract.OptunaMixin class method) (falcon.tabular.models.HistGradientBoostingClassifier class method) (falcon.tabular.models.HistGradientBoostingRegressor class method) get_task_manager() (falcon.task_configurations.TaskConfigurationRegistry class method)

H

HistGradientBoostingClassifier (class in falcon.tabular.models)

HistGradientBoostingRegressor (class in falcon.tabular.models)

I

initialize() (in module falcon)

is_known_task() (falcon.task_configurations.TaskConfigurationRegistry class method)

L

LabelDecoder (class in falcon.tabular.processors)

Learner (class in falcon.abstract) load_extension() (falcon.task_configurations.TaskConfigurationRegistry class method)

M

Model (class in falcon.abstract)

MultiModalEncoder (class in falcon.tabular.processors)

O

ONNXConvertible (class in falcon.abstract)

OptunaLearner (class in falcon.tabular.learners) OptunaMixin (class in falcon.abstract)

P

performance_summary() (falcon.abstract.TaskManager method) (falcon.tabular.TabularTaskManager method) Pipeline (class in falcon.abstract) PipelineElement (class in falcon.abstract) PlainLearner (class in falcon.tabular.learners) predict() (falcon.abstract.Learner method) (falcon.abstract.Model method) (falcon.abstract.Pipeline method) (falcon.abstract.PipelineElement method) (falcon.abstract.Processor method) (falcon.abstract.TaskManager method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.models.HistGradientBoostingClassifier method) (falcon.tabular.models.HistGradientBoostingRegressor method) (falcon.tabular.models.StackingClassifier method) (falcon.tabular.models.StackingRegressor method) (falcon.tabular.pipelines.SimpleTabularPipeline method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method) (falcon.tabular.TabularTaskManager method)

predict_stored_subset() (falcon.tabular.TabularTaskManager method) Processor (class in falcon.abstract)

R

register_configurations() (falcon.task_configurations.TaskConfigurationRegistry class method)

register_task() (falcon.task_configurations.TaskConfigurationRegistry class method) run_model() (in module falcon)

S

save() (falcon.abstract.Pipeline method) (falcon.tabular.pipelines.SimpleTabularPipeline method) save_model() (falcon.abstract.TaskManager method) (falcon.sklapi.FalconTabularClassifier method) (falcon.sklapi.FalconTabularRegressor method) (falcon.tabular.TabularTaskManager method) ScalerAndEncoder (class in falcon.tabular.processors)

score() (falcon.sklapi.FalconTabularClassifier method) (falcon.sklapi.FalconTabularRegressor method) set_params() (falcon.sklapi.FalconTabularClassifier method) (falcon.sklapi.FalconTabularRegressor method) SimpleTabularPipeline (class in falcon.tabular.pipelines) StackingClassifier (class in falcon.tabular.models) StackingRegressor (class in falcon.tabular.models) SuperLearner (class in falcon.tabular.learners)

T

TabularTaskManager (class in falcon.tabular) TaskConfigurationRegistry (class in falcon.task_configurations) TaskManager (class in falcon.abstract) to_onnx() (falcon.abstract.ONNXConvertible method) (falcon.tabular.learners.OptunaLearner method) (falcon.tabular.learners.PlainLearner method) (falcon.tabular.learners.SuperLearner method) (falcon.tabular.models.HistGradientBoostingClassifier method) (falcon.tabular.models.HistGradientBoostingRegressor method) (falcon.tabular.models.StackingClassifier method) (falcon.tabular.models.StackingRegressor method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method)

train() (falcon.abstract.TaskManager method) (falcon.tabular.TabularTaskManager method) transform() (falcon.abstract.Processor method) (falcon.tabular.processors.LabelDecoder method) (falcon.tabular.processors.MultiModalEncoder method) (falcon.tabular.processors.ScalerAndEncoder method)