LICENSE
MANIFEST.in
README.md
requirements.txt
setup.cfg
setup.py
autoPyTorch/__init__.py
autoPyTorch/__version__.py
autoPyTorch/constants.py
autoPyTorch/py.typed
autoPyTorch.egg-info/PKG-INFO
autoPyTorch.egg-info/SOURCES.txt
autoPyTorch.egg-info/dependency_links.txt
autoPyTorch.egg-info/requires.txt
autoPyTorch.egg-info/top_level.txt
autoPyTorch/api/__init__.py
autoPyTorch/api/base_task.py
autoPyTorch/api/tabular_classification.py
autoPyTorch/api/tabular_regression.py
autoPyTorch/api/time_series_forecasting.py
autoPyTorch/automl_common/__init__.py
autoPyTorch/automl_common/setup.py
autoPyTorch/automl_common/common/__init__.py
autoPyTorch/automl_common/common/ensemble_building/__init__.py
autoPyTorch/automl_common/common/ensemble_building/abstract_ensemble.py
autoPyTorch/automl_common/common/utils/__init__.py
autoPyTorch/automl_common/common/utils/backend.py
autoPyTorch/automl_common/common/utils/logging_.py
autoPyTorch/configs/__init__.py
autoPyTorch/configs/default_pipeline_options.json
autoPyTorch/configs/greedy_portfolio.json
autoPyTorch/data/__init__.py
autoPyTorch/data/base_feature_validator.py
autoPyTorch/data/base_target_validator.py
autoPyTorch/data/base_validator.py
autoPyTorch/data/tabular_feature_validator.py
autoPyTorch/data/tabular_target_validator.py
autoPyTorch/data/tabular_validator.py
autoPyTorch/data/time_series_feature_validator.py
autoPyTorch/data/time_series_forecasting_validator.py
autoPyTorch/data/time_series_target_validator.py
autoPyTorch/data/utils.py
autoPyTorch/datasets/__init__.py
autoPyTorch/datasets/base_dataset.py
autoPyTorch/datasets/image_dataset.py
autoPyTorch/datasets/resampling_strategy.py
autoPyTorch/datasets/tabular_dataset.py
autoPyTorch/datasets/time_series_dataset.py
autoPyTorch/ensemble/__init__.py
autoPyTorch/ensemble/abstract_ensemble.py
autoPyTorch/ensemble/ensemble_builder.py
autoPyTorch/ensemble/ensemble_selection.py
autoPyTorch/ensemble/singlebest_ensemble.py
autoPyTorch/evaluation/__init__.py
autoPyTorch/evaluation/abstract_evaluator.py
autoPyTorch/evaluation/tae.py
autoPyTorch/evaluation/test_evaluator.py
autoPyTorch/evaluation/time_series_forecasting_train_evaluator.py
autoPyTorch/evaluation/train_evaluator.py
autoPyTorch/evaluation/utils.py
autoPyTorch/evaluation/utils_extra.py
autoPyTorch/metrics/__init__.py
autoPyTorch/optimizer/__init__.py
autoPyTorch/optimizer/smbo.py
autoPyTorch/optimizer/utils.py
autoPyTorch/pipeline/__init__.py
autoPyTorch/pipeline/base_pipeline.py
autoPyTorch/pipeline/create_searchspace_util.py
autoPyTorch/pipeline/image_classification.py
autoPyTorch/pipeline/tabular_classification.py
autoPyTorch/pipeline/tabular_regression.py
autoPyTorch/pipeline/time_series_forecasting.py
autoPyTorch/pipeline/traditional_tabular_classification.py
autoPyTorch/pipeline/traditional_tabular_regression.py
autoPyTorch/pipeline/components/__init__.py
autoPyTorch/pipeline/components/base_choice.py
autoPyTorch/pipeline/components/base_component.py
autoPyTorch/pipeline/components/preprocessing/__init__.py
autoPyTorch/pipeline/components/preprocessing/base_preprocessing.py
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autoPyTorch/pipeline/components/preprocessing/image_preprocessing/base_image_preprocessor.py
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/normalise/ImageNormalizer.py
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autoPyTorch/pipeline/components/preprocessing/image_preprocessing/normalise/base_normalizer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/TabularColumnTransformer.py
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autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/encoding/base_encoder.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/ExtraTreesPreprocessorClassification.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/ExtraTreesPreprocessorRegression.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/FastICA.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/FeatureAgglomeration.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/KernelPCA.py
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autoPyTorch/pipeline/components/preprocessing/time_series_preprocessing/TimeSeriesTransformer.py
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autoPyTorch/pipeline/components/setup/augmentation/image/GaussianBlur.py
autoPyTorch/pipeline/components/setup/augmentation/image/GaussianNoise.py
autoPyTorch/pipeline/components/setup/augmentation/image/HorizontalFlip.py
autoPyTorch/pipeline/components/setup/augmentation/image/ImageAugmenter.py
autoPyTorch/pipeline/components/setup/augmentation/image/RandomAffine.py
autoPyTorch/pipeline/components/setup/augmentation/image/RandomCutout.py
autoPyTorch/pipeline/components/setup/augmentation/image/Resize.py
autoPyTorch/pipeline/components/setup/augmentation/image/VerticalFlip.py
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autoPyTorch/pipeline/components/setup/forecasting_target_scaling/base_target_scaler.py
autoPyTorch/pipeline/components/setup/forecasting_target_scaling/utils.py
autoPyTorch/pipeline/components/setup/forecasting_training_loss/DistributionLoss.py
autoPyTorch/pipeline/components/setup/forecasting_training_loss/QuantileLoss.py
autoPyTorch/pipeline/components/setup/forecasting_training_loss/RegressionLoss.py
autoPyTorch/pipeline/components/setup/forecasting_training_loss/__init__.py
autoPyTorch/pipeline/components/setup/forecasting_training_loss/base_forecasting_loss.py
autoPyTorch/pipeline/components/setup/lr_scheduler/CosineAnnealingLR.py
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autoPyTorch/pipeline/components/setup/lr_scheduler/CyclicLR.py
autoPyTorch/pipeline/components/setup/lr_scheduler/ExponentialLR.py
autoPyTorch/pipeline/components/setup/lr_scheduler/NoScheduler.py
autoPyTorch/pipeline/components/setup/lr_scheduler/ReduceLROnPlateau.py
autoPyTorch/pipeline/components/setup/lr_scheduler/StepLR.py
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autoPyTorch/pipeline/components/setup/lr_scheduler/base_scheduler.py
autoPyTorch/pipeline/components/setup/lr_scheduler/constants.py
autoPyTorch/pipeline/components/setup/network/__init__.py
autoPyTorch/pipeline/components/setup/network/base_network.py
autoPyTorch/pipeline/components/setup/network/forecasting_architecture.py
autoPyTorch/pipeline/components/setup/network/forecasting_network.py
autoPyTorch/pipeline/components/setup/network_backbone/ConvNetImageBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/DenseNetImageBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/MLPBackbone.py
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autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/cells.py
autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/components_util.py
autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/forecasting_decoder/MLPDecoder.py
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autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/forecasting_encoder/seq_encoder/InceptionTimeEncoder.py
autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/forecasting_encoder/seq_encoder/RNNEncoder.py
autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/forecasting_encoder/seq_encoder/TCNEncoder.py
autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/forecasting_encoder/seq_encoder/TransformerEncoder.py
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autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/other_components/TemporalFusion.py
autoPyTorch/pipeline/components/setup/network_backbone/forecasting_backbone/other_components/__init__.py
autoPyTorch/pipeline/components/setup/network_embedding/LearnedEntityEmbedding.py
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autoPyTorch/pipeline/components/setup/network_embedding/base_network_embedding.py
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autoPyTorch/pipeline/components/setup/network_initializer/OrthogonalInit.py
autoPyTorch/pipeline/components/setup/network_initializer/SparseInit.py
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autoPyTorch/pipeline/components/training/trainer/forecasting_trainer/forecasting_base_trainer.py
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autoPyTorch/utils/common.py
autoPyTorch/utils/hyperparameter_search_space_update.py
autoPyTorch/utils/implementations.py
autoPyTorch/utils/logging.yaml
autoPyTorch/utils/logging_.py
autoPyTorch/utils/parallel.py
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test/test_pipeline/test_tabular_classification.py
test/test_pipeline/test_tabular_regression.py
test/test_pipeline/test_time_series_forecasting_pipeline.py
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test/test_pipeline/components/preprocessing/test_scaler_choice.py
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test/test_pipeline/components/setup/test_setup_image_augmenter.py
test/test_pipeline/components/setup/test_setup_networks.py
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test/test_pipeline/components/setup/test_setup_traditional_models.py
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test/test_pipeline/components/training/test_feature_data_loader.py
test/test_pipeline/components/training/test_forecasting_training.py
test/test_pipeline/components/training/test_image_data_loader.py
test/test_pipeline/components/training/test_time_series_data_loader.py
test/test_pipeline/components/training/test_training.py
test/test_utils/__init__.py
test/test_utils/test_coalescer_transformer.py
test/test_utils/test_common.py
test/test_utils/test_hyperparameter_search_space_update.py
test/test_utils/test_results_manager.py
test/test_utils/test_results_visualizer.py
test/test_utils/test_single_thread_client.py