Index

A

AbstractFeatureGenerator (class in autogluon.features.generators) AbstractModel (class in autogluon.tabular.models) add_special_types() (autogluon.common.features.feature_metadata.FeatureMetadata method) AsTypeFeatureGenerator (class in autogluon.features.generators) autogluon.common.features.feature_metadata module autogluon.core module autogluon.core.models module autogluon.core.space module

autogluon.core.utils module autogluon.features.generators module autogluon.tabular module, [1], [2] autogluon.tabular.models module, [1] autogluon.text module, [1] autogluon.vision module, [1], [2] AutoMLPipelineFeatureGenerator (class in autogluon.features.generators)

B

BaggedEnsembleModel (class in autogluon.core.models) BinnedFeatureGenerator (class in autogluon.features.generators)

Bool (class in autogluon.core.space) BulkFeatureGenerator (class in autogluon.features.generators)

C

can_fit() (autogluon.tabular.models.AbstractModel method) can_infer() (autogluon.tabular.models.AbstractModel method) CatBoostModel (class in autogluon.tabular.models) Categorical (class in autogluon.core.space) CategoryFeatureGenerator (class in autogluon.features.generators)

CategoryMemoryMinimizeFeatureGenerator (class in autogluon.features.generators) class_labels_internal() (autogluon.text.TextPredictor property) class_labels_internal_map() (autogluon.text.TextPredictor property) convert_to_refit_full_template() (autogluon.tabular.models.AbstractModel method) convert_to_refit_full_via_copy() (autogluon.tabular.models.AbstractModel method) convert_to_template() (autogluon.tabular.models.AbstractModel method)

D

Dataset (autogluon.tabular.TabularPredictor attribute) (autogluon.vision.ImagePredictor attribute) (autogluon.vision.ObjectDetector attribute) DatetimeFeatureGenerator (class in autogluon.features.generators) delete_from_disk() (autogluon.tabular.models.AbstractModel method)

delete_models() (autogluon.tabular.TabularPredictor method) distill() (autogluon.tabular.TabularPredictor method) download() (in module autogluon.core.utils) DropDuplicatesFeatureGenerator (class in autogluon.features.generators) DropUniqueFeatureGenerator (class in autogluon.features.generators) DummyFeatureGenerator (class in autogluon.features.generators)

E

estimate_memory_usage() (autogluon.tabular.models.AbstractModel method) evaluate() (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method)

evaluate_predictions() (autogluon.tabular.TabularPredictor method) extract_embedding() (autogluon.text.TextPredictor method)

F

FastTextModel (class in autogluon.tabular.models) feature_importance() (autogluon.tabular.TabularPredictor method) FeatureMetadata (class in autogluon.common.features.feature_metadata) features() (autogluon.tabular.TabularPredictor method) FillNaFeatureGenerator (class in autogluon.features.generators) fit() (autogluon.features.generators.AbstractFeatureGenerator method) (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method)

fit_extra() (autogluon.tabular.TabularPredictor method) fit_pseudolabel() (autogluon.tabular.TabularPredictor method) fit_summary() (autogluon.tabular.TabularPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method) fit_transform() (autogluon.features.generators.AbstractFeatureGenerator method) fit_weighted_ensemble() (autogluon.tabular.TabularPredictor method) from_df() (autogluon.common.features.feature_metadata.FeatureMetadata class method)

G

get_feature_links() (autogluon.features.generators.AbstractFeatureGenerator method) get_feature_links_chain() (autogluon.features.generators.AbstractFeatureGenerator method) get_features() (autogluon.common.features.feature_metadata.FeatureMetadata method) get_fit_metadata() (autogluon.tabular.models.AbstractModel method) get_info() (autogluon.tabular.models.AbstractModel method) get_minimum_resources() (autogluon.tabular.models.AbstractModel method) get_model_best() (autogluon.tabular.TabularPredictor method)

get_model_full_dict() (autogluon.tabular.TabularPredictor method) get_model_names() (autogluon.tabular.TabularPredictor method) get_model_names_persisted() (autogluon.tabular.TabularPredictor method) get_oof_pred() (autogluon.tabular.TabularPredictor method) get_oof_pred_proba() (autogluon.tabular.TabularPredictor method) get_params() (autogluon.tabular.models.AbstractModel method) get_tags() (autogluon.features.generators.AbstractFeatureGenerator method) get_trained_params() (autogluon.tabular.models.AbstractModel method)

I

IdentityFeatureGenerator (class in autogluon.features.generators) ImagePredictor (class in autogluon.vision) ImagePredictorModel (class in autogluon.tabular.models) info() (autogluon.tabular.TabularPredictor method)

Int (class in autogluon.core.space) is_fit() (autogluon.tabular.models.AbstractModel method) is_initialized() (autogluon.tabular.models.AbstractModel method) is_valid() (autogluon.tabular.models.AbstractModel method) is_valid_metadata_in() (autogluon.features.generators.AbstractFeatureGenerator method)

J

join_metadata() (autogluon.common.features.feature_metadata.FeatureMetadata method)

K

keep_features() (autogluon.common.features.feature_metadata.FeatureMetadata method)

KNNModel (class in autogluon.tabular.models)

L

LabelEncoderFeatureGenerator (class in autogluon.features.generators) leaderboard() (autogluon.tabular.TabularPredictor method) LGBModel (class in autogluon.tabular.models) LinearModel (class in autogluon.tabular.models) list_models() (autogluon.vision.ImagePredictor class method) load() (autogluon.tabular.models.AbstractModel class method) (autogluon.tabular.TabularPredictor class method) (autogluon.text.TextPredictor static method) (autogluon.vision.ImagePredictor class method) (autogluon.vision.ObjectDetector class method) (in module autogluon.core.utils)

load_data_internal() (autogluon.tabular.TabularPredictor method)

M

module autogluon.common.features.feature_metadata autogluon.core autogluon.core.models autogluon.core.space autogluon.core.utils autogluon.features.generators autogluon.tabular, [1], [2] autogluon.tabular.models, [1] autogluon.text, [1] autogluon.vision, [1], [2]

N

NNFastAiTabularModel (class in autogluon.tabular.models)

NumericMemoryMinimizeFeatureGenerator (class in autogluon.features.generators)

O

ObjectDetector (class in autogluon.vision)

P

persist_models() (autogluon.tabular.TabularPredictor method) PipelineFeatureGenerator (class in autogluon.features.generators) plot_ensemble_model() (autogluon.tabular.TabularPredictor method) positive_class() (autogluon.tabular.TabularPredictor property) predict() (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method)

predict_feature() (autogluon.vision.ImagePredictor method) predict_proba() (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.vision.ImagePredictor method) preprocess() (autogluon.tabular.models.AbstractModel method) print_feature_metadata_info() (autogluon.features.generators.AbstractFeatureGenerator method) print_generator_info() (autogluon.features.generators.AbstractFeatureGenerator method)

R

Real (class in autogluon.core.space) reduce_memory_size() (autogluon.tabular.models.AbstractModel method) refit_full() (autogluon.tabular.TabularPredictor method) remove_features() (autogluon.common.features.feature_metadata.FeatureMetadata method)

rename() (autogluon.tabular.models.AbstractModel method) rename_features() (autogluon.common.features.feature_metadata.FeatureMetadata method) RenameFeatureGenerator (class in autogluon.features.generators) RFModel (class in autogluon.tabular.models)

S

save() (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method) (in module autogluon.core.utils)

save_space() (autogluon.tabular.TabularPredictor method) set_model_best() (autogluon.tabular.TabularPredictor method) StackerEnsembleModel (class in autogluon.core.models)

T

TabularDataset (class in autogluon.tabular) TabularNeuralNetMxnetModel (class in autogluon.tabular.models) TabularNeuralNetTorchModel (class in autogluon.tabular.models) TabularPredictor (class in autogluon.tabular) TextNgramFeatureGenerator (class in autogluon.features.generators)

TextPredictor (class in autogluon.text) TextPredictorModel (class in autogluon.tabular.models) TextSpecialFeatureGenerator (class in autogluon.features.generators) transform() (autogluon.features.generators.AbstractFeatureGenerator method) transform_features() (autogluon.tabular.TabularPredictor method) transform_labels() (autogluon.tabular.TabularPredictor method)

U

unpersist_models() (autogluon.tabular.TabularPredictor method)

unzip() (in module autogluon.core.utils)

V

validate_fit_resources() (autogluon.tabular.models.AbstractModel method)

VowpalWabbitModel (class in autogluon.tabular.models)

W

WeightedEnsembleModel (class in autogluon.core.models)

X

XGBoostModel (class in autogluon.tabular.models)

XTModel (class in autogluon.tabular.models)