MANIFEST.in
README.md
setup.cfg
setup.py
examples/__init__.py
examples/advanced/__init__.py
examples/advanced/additional_data.py
examples/advanced/callbacks.py
examples/advanced/confounder_removal_example.py
examples/advanced/estimator_stack_voting.py
examples/advanced/feature_importance.py
examples/advanced/group_split.py
examples/advanced/learning_curves.py
examples/advanced/load_hyperpipe_from_json.py
examples/advanced/multiclass_classification.py
examples/advanced/permutation_test.py
examples/advanced/pipeline_branches.py
examples/advanced/regression_with_constraints.py
examples/advanced/sample_pairing_example.py
examples/advanced/svc_ensemble.py
examples/advanced/custom_elements/__init__.py
examples/advanced/custom_elements/custom_covariate_transformer.py
examples/advanced/custom_elements/custom_estimator.py
examples/advanced/custom_elements/custom_target_transformer.py
examples/advanced/custom_elements/custom_transformer.py
examples/basic/__init__.py
examples/basic/batching_elements.py
examples/basic/classification.py
examples/basic/classifier_ensemble.py
examples/basic/custom_metric.py
examples/basic/data_integration.py
examples/basic/feature_selection.py
examples/basic/imbalanced_data.py
examples/basic/locally_linear_embedding.py
examples/basic/no_outer_cv_default_pipe.py
examples/basic/preprocessing.py
examples/basic/register_elements.py
examples/basic/regression.py
examples/basic/save_load.py
examples/basic/stack.py
examples/basic/switch.py
examples/heart_failure/__init__.py
examples/heart_failure/heart_failure.py
examples/heart_failure/heart_failure_final.py
examples/neural_networks/__init__.py
examples/neural_networks/dataset.py
examples/neural_networks/keras_cnn_classification.py
examples/neural_networks/keras_cnn_optimization.py
examples/neural_networks/keras_dnn_callbacks.py
examples/neural_networks/keras_dnn_multiclass_classification.py
examples/neural_networks/keras_dnn_regression.py
examples/neural_networks/multi_layer_perceptron_classifier.py
examples/optimizer/__init__.py
examples/optimizer/meta_optimizer.py
examples/optimizer/nevergrad_example.py
examples/optimizer/skopt_example.py
examples/optimizer/smac_example.py
examples/results/__init__.py
examples/results/compare_estimators.py
examples/results/mongodb.py
examples/results/results_example.py
photonai/__init__.py
photonai/requirements.txt
photonai.egg-info/PKG-INFO
photonai.egg-info/SOURCES.txt
photonai.egg-info/dependency_links.txt
photonai.egg-info/requires.txt
photonai.egg-info/top_level.txt
photonai/base/__init__.py
photonai/base/cache_manager.py
photonai/base/hyperpipe.py
photonai/base/json_transformer.py
photonai/base/photon_elements.py
photonai/base/photon_pipeline.py
photonai/base/registry/PhotonCore.json
photonai/base/registry/__init__.py
photonai/base/registry/registry.py
photonai/base/registry/modules/__init__.py
photonai/helper/__init__.py
photonai/helper/dummy_elements.py
photonai/helper/helper.py
photonai/helper/photon_base_test.py
photonai/modelwrapper/OrdinalEncoder.py
photonai/modelwrapper/PhotonMLPClassifier.py
photonai/modelwrapper/PhotonOneClassSVM.py
photonai/modelwrapper/RangeRestrictor.py
photonai/modelwrapper/SamplePairing.py
photonai/modelwrapper/Voting.py
photonai/modelwrapper/__init__.py
photonai/modelwrapper/base_model_wrapper.py
photonai/modelwrapper/confounder_removal.py
photonai/modelwrapper/feature_selection.py
photonai/modelwrapper/imbalanced_data_transformer.py
photonai/modelwrapper/keras_base_estimator.py
photonai/modelwrapper/keras_base_models.py
photonai/modelwrapper/keras_dnn_classifier.py
photonai/modelwrapper/keras_dnn_regressor.py
photonai/modelwrapper/label_encoder.py
photonai/modelwrapper/source_splitter.py
photonai/optimization/__init__.py
photonai/optimization/base_optimizer.py
photonai/optimization/config_grid.py
photonai/optimization/hyperparameters.py
photonai/optimization/optimization_info.py
photonai/optimization/performance_constraints.py
photonai/optimization/grid_search/grid_search.py
photonai/optimization/nevergrad/nevergrad.py
photonai/optimization/nevergrad/requirements.txt
photonai/optimization/random_search/random_search.py
photonai/optimization/scikit_optimize/__init__.py
photonai/optimization/scikit_optimize/sk_opt.py
photonai/optimization/smac/__init__.py
photonai/optimization/smac/requirements.txt
photonai/optimization/smac/smac.py
photonai/optimization/switch_optimizer/meta_optimizer.py
photonai/photonlogger/__init__.py
photonai/photonlogger/logger.py
photonai/processing/__init__.py
photonai/processing/cross_validation.py
photonai/processing/inner_folds.py
photonai/processing/metrics.py
photonai/processing/outer_folds.py
photonai/processing/permutation_test.py
photonai/processing/photon_folds.py
photonai/processing/results_handler.py
photonai/processing/results_structure.py
test/__init__.py
test/create_unit_test_for_example_folder.py
test/base_tests/__init__.py
test/base_tests/test_hyperpipe.py
test/base_tests/test_parallel_pipeline.py
test/base_tests/test_photon_batch.py
test/base_tests/test_photon_elements.py
test/base_tests/test_photon_pipeline.py
test/base_tests/test_registry.py
test/base_tests/custom_elements/__init__.py
test/base_tests/custom_elements/custom_estimator.py
test/base_tests/custom_elements/custom_transformer.py
test/helper_tests/__init__.py
test/helper_tests/test_photon_helper.py
test/integration_tests/__init__.py
test/integration_tests/test_architecture.py
test/integration_tests/test_examples.py
test/modelwrapper_tests/__init__.py
test/modelwrapper_tests/test_base_model_wrapper.py
test/modelwrapper_tests/test_confounder_removal.py
test/modelwrapper_tests/test_feature_selection.py
test/modelwrapper_tests/test_imbalanced_data_transformer.py
test/modelwrapper_tests/test_keras_basic.py
test/modelwrapper_tests/test_keras_dnn.py
test/modelwrapper_tests/test_label_encoder.py
test/modelwrapper_tests/test_modelwrappers.py
test/modelwrapper_tests/test_ordinal_encoder.py
test/modelwrapper_tests/test_source_splitter.py
test/modelwrapper_tests/test_voting.py
test/optimization_tests/__init__.py
test/optimization_tests/test_config_grid.py
test/optimization_tests/test_hyperparameters.py
test/optimization_tests/test_performance_constraints.py
test/optimization_tests/grid_search_tests/__init__.py
test/optimization_tests/grid_search_tests/test_grid_search.py
test/optimization_tests/nevergrad_tests/__init__.py
test/optimization_tests/nevergrad_tests/test_nevergrad.py
test/optimization_tests/nevergrad_tests/test_nevergrad_not_installed.py
test/optimization_tests/random_search_tests/__init__.py
test/optimization_tests/random_search_tests/test_random_search.py
test/optimization_tests/sk_opt_tests/__init__.py
test/optimization_tests/sk_opt_tests/test_sk_opt.py
test/optimization_tests/smac_tests/__init__.py
test/optimization_tests/smac_tests/test_smac.py
test/optimization_tests/smac_tests/test_smac_not_installed.py
test/optimization_tests/switch_optimizer/__init__.py
test/optimization_tests/switch_optimizer/test_switch_optimizer.py
test/processing_tests/__init__.py
test/processing_tests/test_inner_fold.py
test/processing_tests/test_json_transformer.py
test/processing_tests/test_metrics.py
test/processing_tests/test_outer_folds.py
test/processing_tests/test_permutation_test.py
test/processing_tests/test_photon_folds.py
test/processing_tests/test_results.py
test/processing_tests/test_results_handler.py
test/processing_tests/test_statified_kfold_regression.py