Index

A

autoPyTorchChoice (class in autoPyTorch.pipeline.components.base_choice)

autoPyTorchComponent (class in autoPyTorch.pipeline.components.base_component)

B

build_pipeline() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)

C

check_requirements() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent method)

F

fit() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent method)

fit_pipeline() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)

G

get_available_components() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) get_components() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) get_dataset() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) get_fit_requirements() (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent method) get_hyperparameter_search_space() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent static method) get_incumbent_results() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) get_pipeline_options() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)

get_pipeline_representation() (autoPyTorch.pipeline.tabular_classification.TabularClassificationPipeline method) (autoPyTorch.pipeline.tabular_regression.TabularRegressionPipeline method) (autoPyTorch.pipeline.time_series_forecasting.TimeSeriesForecastingPipeline method) (autoPyTorch.pipeline.traditional_tabular_classification.TraditionalTabularClassificationPipeline method) (autoPyTorch.pipeline.traditional_tabular_regression.TraditionalTabularRegressionPipeline method) get_properties() (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent static method) get_required_properties() (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent class method) get_search_results() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) get_search_space() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)

P

plot_perf_over_time() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) predict() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) (autoPyTorch.pipeline.time_series_forecasting.TimeSeriesForecastingPipeline method) (autoPyTorch.pipeline.traditional_tabular_classification.TraditionalTabularClassificationPipeline method) (autoPyTorch.pipeline.traditional_tabular_regression.TraditionalTabularRegressionPipeline method)

predict_proba() (autoPyTorch.pipeline.tabular_classification.TabularClassificationPipeline method) (autoPyTorch.pipeline.traditional_tabular_classification.TraditionalTabularClassificationPipeline method)

R

refit() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)

S

score() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) (autoPyTorch.pipeline.tabular_classification.TabularClassificationPipeline method) (autoPyTorch.pipeline.tabular_regression.TabularRegressionPipeline method) (autoPyTorch.pipeline.time_series_forecasting.TimeSeriesForecastingPipeline method) search() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) set_hyperparameters() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method) (autoPyTorch.pipeline.components.base_component.autoPyTorchComponent method)

set_pipeline_options() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) show_models() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method) sprint_statistics() (autoPyTorch.api.tabular_classification.TabularClassificationTask method) (autoPyTorch.api.tabular_regression.TabularRegressionTask method) (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)

T

TabularClassificationPipeline (class in autoPyTorch.pipeline.tabular_classification) TabularClassificationTask (class in autoPyTorch.api.tabular_classification) TabularRegressionPipeline (class in autoPyTorch.pipeline.tabular_regression) TabularRegressionTask (class in autoPyTorch.api.tabular_regression)

TimeSeriesForecastingPipeline (class in autoPyTorch.pipeline.time_series_forecasting) TimeSeriesForecastingTask (class in autoPyTorch.api.time_series_forecasting) TraditionalTabularClassificationPipeline (class in autoPyTorch.pipeline.traditional_tabular_classification) TraditionalTabularRegressionPipeline (class in autoPyTorch.pipeline.traditional_tabular_regression) transform() (autoPyTorch.pipeline.components.base_choice.autoPyTorchChoice method)

U

update_sliding_window_size() (autoPyTorch.api.time_series_forecasting.TimeSeriesForecastingTask method)