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.models module autogluon.features.generators module autogluon.multimodal module, [1]

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

B

BaggedEnsembleModel (class in autogluon.core.models)

BinnedFeatureGenerator (class in autogluon.features.generators) 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) CategoryFeatureGenerator (class in autogluon.features.generators) CategoryMemoryMinimizeFeatureGenerator (class in autogluon.features.generators)

class_labels() (autogluon.multimodal.MultiModalPredictor property) 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) 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.multimodal.MultiModalPredictor method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.timeseries.TimeSeriesPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method)

evaluate_predictions() (autogluon.tabular.TabularPredictor method) explain_classification_errors() (autogluon.tabular.TabularPredictor method) extract_embedding() (autogluon.multimodal.MultiModalPredictor method) (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.multimodal.MultiModalPredictor method) (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.timeseries.TimeSeriesPredictor 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.timeseries.TimeSeriesPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method) fit_transform() (autogluon.features.generators.AbstractFeatureGenerator method) fit_weighted_ensemble() (autogluon.tabular.TabularPredictor method) from_data_frame() (autogluon.timeseries.TimeSeriesDataFrame class method) from_df() (autogluon.common.features.feature_metadata.FeatureMetadata class method) from_iterable_dataset() (autogluon.timeseries.TimeSeriesDataFrame class method) from_pickle() (autogluon.timeseries.TimeSeriesDataFrame 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) (autogluon.timeseries.TimeSeriesPredictor method)

get_model_full_dict() (autogluon.tabular.TabularPredictor method) get_model_names() (autogluon.tabular.TabularPredictor method) (autogluon.timeseries.TimeSeriesPredictor 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)

H

hyperparameter_tune() (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) (autogluon.timeseries.TimeSeriesPredictor method)

interpretable_models_summary() (autogluon.tabular.TabularPredictor method) 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) (autogluon.timeseries.TimeSeriesPredictor method) LGBModel (class in autogluon.tabular.models) LinearModel (class in autogluon.tabular.models) list_models() (autogluon.vision.ImagePredictor class method) load() (autogluon.multimodal.MultiModalPredictor class method) (autogluon.tabular.models.AbstractModel class method) (autogluon.tabular.TabularPredictor class method) (autogluon.text.TextPredictor static method) (autogluon.timeseries.TimeSeriesPredictor class method) (autogluon.vision.ImagePredictor class method) (autogluon.vision.ObjectDetector class method)

load_data_internal() (autogluon.tabular.TabularPredictor method)

M

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

MultiModalPredictor (class in autogluon.multimodal)

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.multimodal.MultiModalPredictor property) (autogluon.tabular.TabularPredictor property) predict() (autogluon.multimodal.MultiModalPredictor method) (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.timeseries.TimeSeriesPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method)

predict_feature() (autogluon.vision.ImagePredictor method) predict_proba() (autogluon.multimodal.MultiModalPredictor method) (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) print_interpretable_rules() (autogluon.tabular.TabularPredictor method)

R

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.multimodal.MultiModalPredictor method) (autogluon.tabular.models.AbstractModel method) (autogluon.tabular.TabularPredictor method) (autogluon.text.TextPredictor method) (autogluon.timeseries.TimeSeriesPredictor method) (autogluon.vision.ImagePredictor method) (autogluon.vision.ObjectDetector method) save_space() (autogluon.tabular.TabularPredictor method)

score() (autogluon.timeseries.TimeSeriesPredictor method) set_model_best() (autogluon.tabular.TabularPredictor method) set_verbosity() (autogluon.multimodal.MultiModalPredictor method) slice_by_timestep() (autogluon.timeseries.TimeSeriesDataFrame method) split_by_item() (autogluon.timeseries.TimeSeriesDataFrame method) split_by_time() (autogluon.timeseries.TimeSeriesDataFrame method) StackerEnsembleModel (class in autogluon.core.models) subsequence() (autogluon.timeseries.TimeSeriesDataFrame method)

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) TimeSeriesDataFrame (class in autogluon.timeseries) TimeSeriesPredictor (class in autogluon.timeseries) 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)

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)