Index

_

__getitem__() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

__len__() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

A

add_estimator() (automl.model_selection.GridSearchModel method) add_estimators() (automl.model_selection.GridSearchModel method) AutoML (class in automl.estimator) automl.estimator module automl.model_ensemble module

automl.model_selection module automl.neural_network_search module automl.pipeline_training module automl.preprocessing module

B

build() (automl.neural_network_search.DNNSearch method) (automl.neural_network_search.SearchModel method) build_preprocessing_pipeline() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

build_training_pipeline() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

C

ClassificationAutoML (class in automl.estimator)

ClassificationPipeline (class in automl.pipeline_training) create_stacking_dataset() (automl.model_ensemble.ModelEnsemble class method)

D

decision_function() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

DNNSearch (class in automl.neural_network_search)

E

evaluate_trained_models() (automl.neural_network_search.NeuralModelSearch method)

F

FeatureSelect (class in automl.preprocessing) FileLoad (class in automl.estimator) fit() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.model_selection.GridSearchModel method) (automl.neural_network_search.NeuralModelSearch method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) (automl.preprocessing.FeatureSelect method) (automl.preprocessing.Imputation method) (automl.preprocessing.MinMax method) (automl.preprocessing.Normalize method) (automl.preprocessing.OnehotEncoding method) (automl.preprocessing.PrincipalComponentAnalysis method) (automl.preprocessing.Process method) (automl.preprocessing.Standard method)

fit_bagging() (automl.model_ensemble.ModelEnsemble method) fit_predict() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) fit_stacking() (automl.model_ensemble.ModelEnsemble method) fit_transform() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) (automl.preprocessing.FeatureSelect method) (automl.preprocessing.Imputation method) (automl.preprocessing.MinMax method) (automl.preprocessing.Normalize method) (automl.preprocessing.OnehotEncoding method) (automl.preprocessing.PrincipalComponentAnalysis method) (automl.preprocessing.Process method) (automl.preprocessing.Standard method)

G

get_col_data_type() (automl.preprocessing.Imputation static method) get_model_score_list() (automl.model_ensemble.ModelEnsemble method) get_params() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.model_ensemble.ModelEnsemble method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

get_search_space() (automl.model_ensemble.ModelEnsemble static method) get_sorted_models_scores() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) GridSearchModel (class in automl.model_selection)

I

Imputation (class in automl.preprocessing) inverse_transform (automl.pipeline_training.ClassificationPipeline property) (automl.pipeline_training.PipelineTrain property) (automl.pipeline_training.RegressionPipeline property)

L

load_best_model_list() (automl.model_selection.GridSearchModel method)

load_bestest_model() (automl.model_selection.GridSearchModel method)

M

MinMax (class in automl.preprocessing) ModelEnsemble (class in automl.model_ensemble) module automl.estimator automl.model_ensemble automl.model_selection automl.neural_network_search automl.pipeline_training automl.preprocessing

N

NeuralModelSearch (class in automl.neural_network_search)

Normalize (class in automl.preprocessing)

O

OnehotEncoding (class in automl.preprocessing)

P

PipelineTrain (class in automl.pipeline_training) predict() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.model_selection.GridSearchModel method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) predict_log_proba() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

predict_proba() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.model_selection.GridSearchModel method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) PrincipalComponentAnalysis (class in automl.preprocessing) print_estimators() (automl.model_selection.GridSearchModel method) Process (class in automl.preprocessing)

R

reconstruct() (automl.estimator.AutoML class method) (automl.estimator.ClassificationAutoML class method) (automl.estimator.RegressionAutoML class method)

RegressionAutoML (class in automl.estimator) RegressionPipeline (class in automl.pipeline_training)

S

save_best_model_list() (automl.model_selection.GridSearchModel method) save_bestest_model() (automl.model_selection.GridSearchModel method) save_trained_estimator() (automl.model_selection.GridSearchModel method) score() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.model_selection.GridSearchModel method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) score_samples() (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method)

SearchModel (class in automl.neural_network_search) set_params() (automl.estimator.AutoML method) (automl.estimator.ClassificationAutoML method) (automl.estimator.RegressionAutoML method) (automl.model_ensemble.ModelEnsemble method) (automl.pipeline_training.ClassificationPipeline method) (automl.pipeline_training.PipelineTrain method) (automl.pipeline_training.RegressionPipeline method) Standard (class in automl.preprocessing)

T

transform (automl.pipeline_training.ClassificationPipeline property) (automl.pipeline_training.PipelineTrain property) (automl.pipeline_training.RegressionPipeline property)

transform() (automl.preprocessing.OnehotEncoding method) (automl.preprocessing.PrincipalComponentAnalysis method)