LICENSE
MANIFEST.in
README.md
requirements.txt
setup.cfg
setup.py
autoPyTorch/__init__.py
autoPyTorch/__version__.py
autoPyTorch/constants.py
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/results_manager.py
autoPyTorch/api/tabular_classification.py
autoPyTorch/api/tabular_regression.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/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/train_evaluator.py
autoPyTorch/evaluation/utils.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/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
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/__init__.py
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/base_image_preprocessor.py
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/normalise/ImageNormalizer.py
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/normalise/NoNormalizer.py
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/normalise/__init__.py
autoPyTorch/pipeline/components/preprocessing/image_preprocessing/normalise/base_normalizer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/TabularColumnTransformer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/__init__.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/base_tabular_preprocessing.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/utils.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/encoding/NoEncoder.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/encoding/OneHotEncoder.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/encoding/__init__.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/encoding/base_encoder.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/KernelPCA.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/NoFeaturePreprocessor.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/Nystroem.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/PolynomialFeatures.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/PowerTransformer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/RandomKitchenSinks.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/TruncatedSVD.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/__init__.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/feature_preprocessing/base_feature_preprocessor.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/imputation/SimpleImputer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/imputation/__init__.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/imputation/base_imputer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/scaling/MinMaxScaler.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/scaling/NoScaler.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/scaling/Normalizer.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/scaling/StandardScaler.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/scaling/__init__.py
autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/scaling/base_scaler.py
autoPyTorch/pipeline/components/setup/__init__.py
autoPyTorch/pipeline/components/setup/base_setup.py
autoPyTorch/pipeline/components/setup/augmentation/__init__.py
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
autoPyTorch/pipeline/components/setup/augmentation/image/ZeroPadAndCrop.py
autoPyTorch/pipeline/components/setup/augmentation/image/__init__.py
autoPyTorch/pipeline/components/setup/augmentation/image/base_image_augmenter.py
autoPyTorch/pipeline/components/setup/early_preprocessor/EarlyPreprocessing.py
autoPyTorch/pipeline/components/setup/early_preprocessor/__init__.py
autoPyTorch/pipeline/components/setup/early_preprocessor/utils.py
autoPyTorch/pipeline/components/setup/lr_scheduler/CosineAnnealingLR.py
autoPyTorch/pipeline/components/setup/lr_scheduler/CosineAnnealingWarmRestarts.py
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
autoPyTorch/pipeline/components/setup/lr_scheduler/__init__.py
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_backbone/ConvNetImageBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/DenseNetImageBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/InceptionTimeBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/MLPBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/ResNetBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/ShapedMLPBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/ShapedResNetBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/TCNBackbone.py
autoPyTorch/pipeline/components/setup/network_backbone/__init__.py
autoPyTorch/pipeline/components/setup/network_backbone/base_network_backbone.py
autoPyTorch/pipeline/components/setup/network_backbone/utils.py
autoPyTorch/pipeline/components/setup/network_embedding/LearnedEntityEmbedding.py
autoPyTorch/pipeline/components/setup/network_embedding/NoEmbedding.py
autoPyTorch/pipeline/components/setup/network_embedding/__init__.py
autoPyTorch/pipeline/components/setup/network_embedding/base_network_embedding.py
autoPyTorch/pipeline/components/setup/network_head/__init__.py
autoPyTorch/pipeline/components/setup/network_head/base_network_head.py
autoPyTorch/pipeline/components/setup/network_head/fully_connected.py
autoPyTorch/pipeline/components/setup/network_head/fully_convolutional.py
autoPyTorch/pipeline/components/setup/network_head/utils.py
autoPyTorch/pipeline/components/setup/network_initializer/KaimingInit.py
autoPyTorch/pipeline/components/setup/network_initializer/NoInit.py
autoPyTorch/pipeline/components/setup/network_initializer/OrthogonalInit.py
autoPyTorch/pipeline/components/setup/network_initializer/SparseInit.py
autoPyTorch/pipeline/components/setup/network_initializer/XavierInit.py
autoPyTorch/pipeline/components/setup/network_initializer/__init__.py
autoPyTorch/pipeline/components/setup/network_initializer/base_network_initializer.py
autoPyTorch/pipeline/components/setup/optimizer/AdamOptimizer.py
autoPyTorch/pipeline/components/setup/optimizer/AdamWOptimizer.py
autoPyTorch/pipeline/components/setup/optimizer/RMSpropOptimizer.py
autoPyTorch/pipeline/components/setup/optimizer/SGDOptimizer.py
autoPyTorch/pipeline/components/setup/optimizer/__init__.py
autoPyTorch/pipeline/components/setup/optimizer/base_optimizer.py
autoPyTorch/pipeline/components/setup/traditional_ml/__init__.py
autoPyTorch/pipeline/components/setup/traditional_ml/base_model.py
autoPyTorch/pipeline/components/setup/traditional_ml/tabular_traditional_model.py
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/catboost.json
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/extra_trees.json
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/knn.json
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/lgb.json
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/random_forest.json
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/rotation_forest.json
autoPyTorch/pipeline/components/setup/traditional_ml/estimator_configs/svm.json
autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/__init__.py
autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/base_traditional_learner.py
autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/learners.py
autoPyTorch/pipeline/components/setup/traditional_ml/traditional_learner/utils.py
autoPyTorch/pipeline/components/training/__init__.py
autoPyTorch/pipeline/components/training/base_training.py
autoPyTorch/pipeline/components/training/losses.py
autoPyTorch/pipeline/components/training/data_loader/__init__.py
autoPyTorch/pipeline/components/training/data_loader/base_data_loader.py
autoPyTorch/pipeline/components/training/data_loader/feature_data_loader.py
autoPyTorch/pipeline/components/training/data_loader/image_data_loader.py
autoPyTorch/pipeline/components/training/metrics/__init__.py
autoPyTorch/pipeline/components/training/metrics/base.py
autoPyTorch/pipeline/components/training/metrics/metrics.py
autoPyTorch/pipeline/components/training/metrics/utils.py
autoPyTorch/pipeline/components/training/trainer/MixUpTrainer.py
autoPyTorch/pipeline/components/training/trainer/StandardTrainer.py
autoPyTorch/pipeline/components/training/trainer/__init__.py
autoPyTorch/pipeline/components/training/trainer/base_trainer.py
autoPyTorch/utils/__init__.py
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
autoPyTorch/utils/pipeline.py
autoPyTorch/utils/single_thread_client.py
autoPyTorch/utils/stopwatch.py
test/__init__.py
test/conftest.py
test/test_data/__init__.py
test/test_data/test_feature_validator.py
test/test_data/test_target_validator.py
test/test_data/test_validation.py
test/test_evaluation/__init__.py
test/test_evaluation/evaluation_util.py
test/test_evaluation/test_abstract_evaluator.py
test/test_evaluation/test_evaluation.py
test/test_evaluation/test_train_evaluator.py
test/test_pipeline/__init__.py
test/test_pipeline/test_base_component.py
test/test_pipeline/test_losses.py
test/test_pipeline/test_metrics.py
test/test_pipeline/test_pipeline.py
test/test_pipeline/test_tabular_classification.py
test/test_pipeline/test_tabular_regression.py
test/test_pipeline/test_traditional_pipeline.py
test/test_pipeline/components/__init__.py
test/test_pipeline/components/preprocessing/__init__.py
test/test_pipeline/components/preprocessing/base.py
test/test_pipeline/components/preprocessing/test_encoder_choice.py
test/test_pipeline/components/preprocessing/test_encoders.py
test/test_pipeline/components/preprocessing/test_feature_preprocessor.py
test/test_pipeline/components/preprocessing/test_feature_preprocessor_choice.py
test/test_pipeline/components/preprocessing/test_imputers.py
test/test_pipeline/components/preprocessing/test_normalizer_choice.py
test/test_pipeline/components/preprocessing/test_normalizers.py
test/test_pipeline/components/preprocessing/test_scaler_choice.py
test/test_pipeline/components/preprocessing/test_scalers.py
test/test_pipeline/components/preprocessing/test_tabular_column_transformer.py
test/test_pipeline/components/setup/__init__.py
test/test_pipeline/components/setup/test_setup.py
test/test_pipeline/components/setup/test_setup_image_augmenter.py
test/test_pipeline/components/setup/test_setup_networks.py
test/test_pipeline/components/setup/test_setup_preprocessing_node.py
test/test_pipeline/components/setup/test_setup_traditional_models.py
test/test_pipeline/components/training/__init__.py
test/test_pipeline/components/training/base.py
test/test_pipeline/components/training/test_feature_data_loader.py
test/test_pipeline/components/training/test_image_data_loader.py
test/test_pipeline/components/training/test_training.py
test/test_utils/__init__.py
test/test_utils/test_hyperparameter_search_space_update.py
test/test_utils/test_single_thread_client.py