README.md
setup.cfg
setup.py
autoPyTorch/__init__.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/components/__init__.py
autoPyTorch/components/ensembles/__init__.py
autoPyTorch/components/ensembles/abstract_ensemble.py
autoPyTorch/components/ensembles/ensemble_selection.py
autoPyTorch/components/lr_scheduler/__init__.py
autoPyTorch/components/lr_scheduler/lr_schedulers.py
autoPyTorch/components/metrics/__init__.py
autoPyTorch/components/metrics/additional_logs.py
autoPyTorch/components/metrics/balanced_accuracy.py
autoPyTorch/components/metrics/pac_score.py
autoPyTorch/components/metrics/standard_metrics.py
autoPyTorch/components/networks/__init__.py
autoPyTorch/components/networks/activations.py
autoPyTorch/components/networks/base_net.py
autoPyTorch/components/networks/initialization.py
autoPyTorch/components/networks/feature/__init__.py
autoPyTorch/components/networks/feature/embedding.py
autoPyTorch/components/networks/feature/mlpnet.py
autoPyTorch/components/networks/feature/resnet.py
autoPyTorch/components/networks/feature/shapedmlpnet.py
autoPyTorch/components/networks/feature/shapedresnet.py
autoPyTorch/components/networks/image/__init__.py
autoPyTorch/components/networks/image/convnet.py
autoPyTorch/components/networks/image/densenet.py
autoPyTorch/components/networks/image/densenet_flexible.py
autoPyTorch/components/networks/image/mobilenet.py
autoPyTorch/components/networks/image/resnet.py
autoPyTorch/components/networks/image/resnet152.py
autoPyTorch/components/networks/image/darts/__init__.py
autoPyTorch/components/networks/image/darts/darts_worker.py
autoPyTorch/components/networks/image/darts/genotypes.py
autoPyTorch/components/networks/image/darts/model.py
autoPyTorch/components/networks/image/darts/operations.py
autoPyTorch/components/networks/image/darts/utils.py
autoPyTorch/components/networks/image/utils/__init__.py
autoPyTorch/components/networks/image/utils/conv2d_helpers.py
autoPyTorch/components/networks/image/utils/mobilenet_utils.py
autoPyTorch/components/networks/image/utils/shakedrop.py
autoPyTorch/components/networks/image/utils/shakeshakeblock.py
autoPyTorch/components/networks/image/utils/utils.py
autoPyTorch/components/optimizer/__init__.py
autoPyTorch/components/optimizer/optimizer.py
autoPyTorch/components/preprocessing/__init__.py
autoPyTorch/components/preprocessing/loss_weight_strategies.py
autoPyTorch/components/preprocessing/preprocessor_base.py
autoPyTorch/components/preprocessing/resampling_base.py
autoPyTorch/components/preprocessing/feature_preprocessing/__init__.py
autoPyTorch/components/preprocessing/feature_preprocessing/fast_ica.py
autoPyTorch/components/preprocessing/feature_preprocessing/kernel_pca.py
autoPyTorch/components/preprocessing/feature_preprocessing/kitchen_sinks.py
autoPyTorch/components/preprocessing/feature_preprocessing/nystroem.py
autoPyTorch/components/preprocessing/feature_preprocessing/polynomial_features.py
autoPyTorch/components/preprocessing/feature_preprocessing/power_transformer.py
autoPyTorch/components/preprocessing/feature_preprocessing/truncated_svd.py
autoPyTorch/components/preprocessing/image_preprocessing/__init__.py
autoPyTorch/components/preprocessing/image_preprocessing/archive.py
autoPyTorch/components/preprocessing/image_preprocessing/augmentation_transforms.py
autoPyTorch/components/preprocessing/image_preprocessing/operations.py
autoPyTorch/components/preprocessing/image_preprocessing/transforms.py
autoPyTorch/components/preprocessing/resampling/__init__.py
autoPyTorch/components/preprocessing/resampling/random.py
autoPyTorch/components/preprocessing/resampling/smote.py
autoPyTorch/components/preprocessing/resampling/target_size_strategies.py
autoPyTorch/components/regularization/__init__.py
autoPyTorch/components/regularization/mixup.py
autoPyTorch/components/regularization/shake.py
autoPyTorch/components/training/__init__.py
autoPyTorch/components/training/base_training.py
autoPyTorch/components/training/budget_types.py
autoPyTorch/components/training/early_stopping.py
autoPyTorch/components/training/lr_scheduling.py
autoPyTorch/components/training/trainer.py
autoPyTorch/components/training/image/__init__.py
autoPyTorch/components/training/image/base_training.py
autoPyTorch/components/training/image/budget_types.py
autoPyTorch/components/training/image/early_stopping.py
autoPyTorch/components/training/image/lr_scheduling.py
autoPyTorch/components/training/image/mixup.py
autoPyTorch/components/training/image/trainer.py
autoPyTorch/components/training/image/checkpoints/__init__.py
autoPyTorch/components/training/image/checkpoints/load_specific.py
autoPyTorch/components/training/image/checkpoints/save_load.py
autoPyTorch/core/__init__.py
autoPyTorch/core/api.py
autoPyTorch/core/ensemble.py
autoPyTorch/core/worker.py
autoPyTorch/core/worker_no_timelimit.py
autoPyTorch/core/autonet_classes/__init__.py
autoPyTorch/core/autonet_classes/autonet_feature_classification.py
autoPyTorch/core/autonet_classes/autonet_feature_data.py
autoPyTorch/core/autonet_classes/autonet_feature_multilabel.py
autoPyTorch/core/autonet_classes/autonet_feature_regression.py
autoPyTorch/core/autonet_classes/autonet_image_classification.py
autoPyTorch/core/autonet_classes/autonet_image_classification_multiple_datasets.py
autoPyTorch/core/autonet_classes/autonet_image_data.py
autoPyTorch/core/hpbandster_extensions/__init__.py
autoPyTorch/core/hpbandster_extensions/bohb_ext.py
autoPyTorch/core/hpbandster_extensions/hyperband_ext.py
autoPyTorch/core/hpbandster_extensions/run_with_time.py
autoPyTorch/core/presets/__init__.py
autoPyTorch/core/presets/tiny_cs_updates.txt
autoPyTorch/core/presets/feature_classification/__init__.py
autoPyTorch/core/presets/feature_classification/full_cs.txt
autoPyTorch/core/presets/feature_classification/medium_cs.txt
autoPyTorch/core/presets/feature_classification/tiny_cs.txt
autoPyTorch/core/presets/feature_multilabel/__init__.py
autoPyTorch/core/presets/feature_multilabel/full_cs.txt
autoPyTorch/core/presets/feature_multilabel/medium_cs.txt
autoPyTorch/core/presets/feature_multilabel/tiny_cs.txt
autoPyTorch/core/presets/feature_regression/__init__.py
autoPyTorch/core/presets/feature_regression/full_cs.txt
autoPyTorch/core/presets/feature_regression/medium_cs.txt
autoPyTorch/core/presets/feature_regression/tiny_cs.txt
autoPyTorch/core/presets/image_classification/__init__.py
autoPyTorch/core/presets/image_classification/full_cs.txt
autoPyTorch/core/presets/image_classification/medium_cs.txt
autoPyTorch/core/presets/image_classification/tiny_cs.txt
autoPyTorch/core/presets/image_classification_multiple_datasets/__init__.py
autoPyTorch/core/presets/image_classification_multiple_datasets/full_cs.txt
autoPyTorch/core/presets/image_classification_multiple_datasets/medium_cs.txt
autoPyTorch/core/presets/image_classification_multiple_datasets/tiny_cs.txt
autoPyTorch/data_management/__init__.py
autoPyTorch/data_management/data_converter.py
autoPyTorch/data_management/data_loader.py
autoPyTorch/data_management/data_manager.py
autoPyTorch/data_management/data_reader.py
autoPyTorch/data_management/image_loader.py
autoPyTorch/pipeline/__init__.py
autoPyTorch/pipeline/base/__init__.py
autoPyTorch/pipeline/base/node.py
autoPyTorch/pipeline/base/pipeline.py
autoPyTorch/pipeline/base/pipeline_node.py
autoPyTorch/pipeline/base/sub_pipeline_node.py
autoPyTorch/pipeline/nodes/__init__.py
autoPyTorch/pipeline/nodes/autonet_settings.py
autoPyTorch/pipeline/nodes/create_dataloader.py
autoPyTorch/pipeline/nodes/create_dataset_info.py
autoPyTorch/pipeline/nodes/cross_validation.py
autoPyTorch/pipeline/nodes/embedding_selector.py
autoPyTorch/pipeline/nodes/ensemble.py
autoPyTorch/pipeline/nodes/imputation.py
autoPyTorch/pipeline/nodes/initialization_selector.py
autoPyTorch/pipeline/nodes/log_functions_selector.py
autoPyTorch/pipeline/nodes/loss_module_selector.py
autoPyTorch/pipeline/nodes/lr_scheduler_selector.py
autoPyTorch/pipeline/nodes/metric_selector.py
autoPyTorch/pipeline/nodes/network_selector.py
autoPyTorch/pipeline/nodes/normalization_strategy_selector.py
autoPyTorch/pipeline/nodes/one_hot_encoding.py
autoPyTorch/pipeline/nodes/optimization_algorithm.py
autoPyTorch/pipeline/nodes/optimizer_selector.py
autoPyTorch/pipeline/nodes/preprocessor_selector.py
autoPyTorch/pipeline/nodes/resampling_strategy_selector.py
autoPyTorch/pipeline/nodes/train_node.py
autoPyTorch/pipeline/nodes/image/__init__.py
autoPyTorch/pipeline/nodes/image/autonet_settings_no_shuffle.py
autoPyTorch/pipeline/nodes/image/create_dataset_info.py
autoPyTorch/pipeline/nodes/image/create_image_dataloader.py
autoPyTorch/pipeline/nodes/image/cross_validation_indices.py
autoPyTorch/pipeline/nodes/image/image_augmentation.py
autoPyTorch/pipeline/nodes/image/image_dataset_reader.py
autoPyTorch/pipeline/nodes/image/loss_module_selector_indices.py
autoPyTorch/pipeline/nodes/image/multiple_datasets.py
autoPyTorch/pipeline/nodes/image/network_selector_datasetinfo.py
autoPyTorch/pipeline/nodes/image/optimization_algorithm_no_timelimit.py
autoPyTorch/pipeline/nodes/image/simple_scheduler_selector.py
autoPyTorch/pipeline/nodes/image/simple_train_node.py
autoPyTorch/pipeline/nodes/image/single_dataset.py
autoPyTorch/utils/__init__.py
autoPyTorch/utils/config_space_hyperparameter.py
autoPyTorch/utils/configspace_wrapper.py
autoPyTorch/utils/ensemble.py
autoPyTorch/utils/hyperparameter_search_space_update.py
autoPyTorch/utils/loggers.py
autoPyTorch/utils/mem_test_thread.py
autoPyTorch/utils/modify_config_space.py
autoPyTorch/utils/modules.py
autoPyTorch/utils/thread_read_write.py
autoPyTorch/utils/benchmarking/__init__.py
autoPyTorch/utils/benchmarking/benchmark.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/__init__.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/apply_user_updates.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/benchmark_settings.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/create_autonet.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/fit_autonet.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/for_autonet_config.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/for_instance.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/for_run.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/prepare_result_folder.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/read_instance_data.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/save_ensemble_logs.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/save_results.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/set_autonet_config.py
autoPyTorch/utils/benchmarking/benchmark_pipeline/set_ensemble_config.py
autoPyTorch/utils/benchmarking/visualization_pipeline/__init__.py
autoPyTorch/utils/benchmarking/visualization_pipeline/collect_trajectories.py
autoPyTorch/utils/benchmarking/visualization_pipeline/get_additional_trajectories.py
autoPyTorch/utils/benchmarking/visualization_pipeline/get_ensemble_trajectories.py
autoPyTorch/utils/benchmarking/visualization_pipeline/get_run_trajectories.py
autoPyTorch/utils/benchmarking/visualization_pipeline/plot_summary.py
autoPyTorch/utils/benchmarking/visualization_pipeline/plot_trajectories.py
autoPyTorch/utils/benchmarking/visualization_pipeline/read_instance_info.py
autoPyTorch/utils/benchmarking/visualization_pipeline/visualization_settings.py
autoPyTorch/utils/config/__init__.py
autoPyTorch/utils/config/config_condition.py
autoPyTorch/utils/config/config_file_parser.py
autoPyTorch/utils/config/config_option.py
examples/__init__.py
test/__init__.py
test/test_pipeline/__init__.py
test/test_pipeline/test_cross_validation.py
test/test_pipeline/test_imputation.py
test/test_pipeline/test_initialization.py
test/test_pipeline/test_log_selector.py
test/test_pipeline/test_loss_selector.py
test/test_pipeline/test_lr_scheduler_selector.py
test/test_pipeline/test_metric_selector.py
test/test_pipeline/test_network_selector.py
test/test_pipeline/test_normalization_strategy_selector.py
test/test_pipeline/test_optimization_algorithm.py
test/test_pipeline/test_optimizer_selector.py
test/test_pipeline/test_resampling_strategy_selector.py