LICENSE.md
README.md
setup.py
aucmedi/__init__.py
aucmedi.egg-info/PKG-INFO
aucmedi.egg-info/SOURCES.txt
aucmedi.egg-info/dependency_links.txt
aucmedi.egg-info/entry_points.txt
aucmedi.egg-info/requires.txt
aucmedi.egg-info/top_level.txt
aucmedi/automl/__init__.py
aucmedi/automl/block_eval.py
aucmedi/automl/block_pred.py
aucmedi/automl/block_train.py
aucmedi/automl/cli.py
aucmedi/automl/main.py
aucmedi/automl/parser_cli.py
aucmedi/automl/parser_yaml.py
aucmedi/data_processing/__init__.py
aucmedi/data_processing/data_generator.py
aucmedi/data_processing/io_data.py
aucmedi/data_processing/augmentation/__init__.py
aucmedi/data_processing/augmentation/aug_batchgenerators.py
aucmedi/data_processing/augmentation/aug_image.py
aucmedi/data_processing/augmentation/aug_volume.py
aucmedi/data_processing/io_interfaces/__init__.py
aucmedi/data_processing/io_interfaces/io_csv.py
aucmedi/data_processing/io_interfaces/io_directory.py
aucmedi/data_processing/io_interfaces/io_json.py
aucmedi/data_processing/io_loader/__init__.py
aucmedi/data_processing/io_loader/cache_loader.py
aucmedi/data_processing/io_loader/image_loader.py
aucmedi/data_processing/io_loader/numpy_loader.py
aucmedi/data_processing/io_loader/sitk_loader.py
aucmedi/data_processing/subfunctions/__init__.py
aucmedi/data_processing/subfunctions/chromer.py
aucmedi/data_processing/subfunctions/clip.py
aucmedi/data_processing/subfunctions/color_constancy.py
aucmedi/data_processing/subfunctions/crop.py
aucmedi/data_processing/subfunctions/padding.py
aucmedi/data_processing/subfunctions/resize.py
aucmedi/data_processing/subfunctions/sf_base.py
aucmedi/data_processing/subfunctions/standardize.py
aucmedi/ensemble/__init__.py
aucmedi/ensemble/augmenting.py
aucmedi/ensemble/bagging.py
aucmedi/ensemble/composite.py
aucmedi/ensemble/stacking.py
aucmedi/ensemble/aggregate/__init__.py
aucmedi/ensemble/aggregate/agg_base.py
aucmedi/ensemble/aggregate/averaging_mean.py
aucmedi/ensemble/aggregate/averaging_median.py
aucmedi/ensemble/aggregate/global_argmax.py
aucmedi/ensemble/aggregate/majority_vote.py
aucmedi/ensemble/aggregate/softmax.py
aucmedi/ensemble/metalearner/__init__.py
aucmedi/ensemble/metalearner/averaging_mean_weighted.py
aucmedi/ensemble/metalearner/best_model.py
aucmedi/ensemble/metalearner/decision_tree.py
aucmedi/ensemble/metalearner/gaussian_process.py
aucmedi/ensemble/metalearner/k_neighbors.py
aucmedi/ensemble/metalearner/logistic_regression.py
aucmedi/ensemble/metalearner/ml_base.py
aucmedi/ensemble/metalearner/mlp.py
aucmedi/ensemble/metalearner/naive_bayes.py
aucmedi/ensemble/metalearner/random_forest.py
aucmedi/ensemble/metalearner/support_vector_machine.py
aucmedi/evaluation/__init__.py
aucmedi/evaluation/comparison.py
aucmedi/evaluation/dataset.py
aucmedi/evaluation/fitting.py
aucmedi/evaluation/metrics.py
aucmedi/evaluation/performance.py
aucmedi/neural_network/__init__.py
aucmedi/neural_network/loss_functions.py
aucmedi/neural_network/model.py
aucmedi/neural_network/architectures/__init__.py
aucmedi/neural_network/architectures/arch_base.py
aucmedi/neural_network/architectures/classifier.py
aucmedi/neural_network/architectures/image/__init__.py
aucmedi/neural_network/architectures/image/convnext_base.py
aucmedi/neural_network/architectures/image/convnext_large.py
aucmedi/neural_network/architectures/image/convnext_small.py
aucmedi/neural_network/architectures/image/convnext_tiny.py
aucmedi/neural_network/architectures/image/densenet121.py
aucmedi/neural_network/architectures/image/densenet169.py
aucmedi/neural_network/architectures/image/densenet201.py
aucmedi/neural_network/architectures/image/efficientnetb0.py
aucmedi/neural_network/architectures/image/efficientnetb1.py
aucmedi/neural_network/architectures/image/efficientnetb2.py
aucmedi/neural_network/architectures/image/efficientnetb3.py
aucmedi/neural_network/architectures/image/efficientnetb4.py
aucmedi/neural_network/architectures/image/efficientnetb5.py
aucmedi/neural_network/architectures/image/efficientnetb6.py
aucmedi/neural_network/architectures/image/efficientnetb7.py
aucmedi/neural_network/architectures/image/inceptionresnetv2.py
aucmedi/neural_network/architectures/image/inceptionv3.py
aucmedi/neural_network/architectures/image/mobilenet.py
aucmedi/neural_network/architectures/image/mobilenetv2.py
aucmedi/neural_network/architectures/image/nasnetlarge.py
aucmedi/neural_network/architectures/image/nasnetmobile.py
aucmedi/neural_network/architectures/image/resnet101.py
aucmedi/neural_network/architectures/image/resnet101v2.py
aucmedi/neural_network/architectures/image/resnet152.py
aucmedi/neural_network/architectures/image/resnet152v2.py
aucmedi/neural_network/architectures/image/resnet50.py
aucmedi/neural_network/architectures/image/resnet50v2.py
aucmedi/neural_network/architectures/image/resnext101.py
aucmedi/neural_network/architectures/image/resnext50.py
aucmedi/neural_network/architectures/image/vanilla.py
aucmedi/neural_network/architectures/image/vgg16.py
aucmedi/neural_network/architectures/image/vgg19.py
aucmedi/neural_network/architectures/image/vit_b16.py
aucmedi/neural_network/architectures/image/vit_b32.py
aucmedi/neural_network/architectures/image/vit_l16.py
aucmedi/neural_network/architectures/image/vit_l32.py
aucmedi/neural_network/architectures/image/xception.py
aucmedi/neural_network/architectures/volume/__init__.py
aucmedi/neural_network/architectures/volume/convnext_base.py
aucmedi/neural_network/architectures/volume/convnext_large.py
aucmedi/neural_network/architectures/volume/convnext_small.py
aucmedi/neural_network/architectures/volume/convnext_tiny.py
aucmedi/neural_network/architectures/volume/densenet121.py
aucmedi/neural_network/architectures/volume/densenet169.py
aucmedi/neural_network/architectures/volume/densenet201.py
aucmedi/neural_network/architectures/volume/mobilenet.py
aucmedi/neural_network/architectures/volume/mobilenetv2.py
aucmedi/neural_network/architectures/volume/resnet101.py
aucmedi/neural_network/architectures/volume/resnet152.py
aucmedi/neural_network/architectures/volume/resnet18.py
aucmedi/neural_network/architectures/volume/resnet34.py
aucmedi/neural_network/architectures/volume/resnet50.py
aucmedi/neural_network/architectures/volume/resnext101.py
aucmedi/neural_network/architectures/volume/resnext50.py
aucmedi/neural_network/architectures/volume/vanilla.py
aucmedi/neural_network/architectures/volume/vgg16.py
aucmedi/neural_network/architectures/volume/vgg19.py
aucmedi/sampling/__init__.py
aucmedi/sampling/iterative.py
aucmedi/sampling/kfold.py
aucmedi/sampling/split.py
aucmedi/utils/__init__.py
aucmedi/utils/callbacks.py
aucmedi/utils/class_weights.py
aucmedi/utils/visualizer.py
aucmedi/xai/__init__.py
aucmedi/xai/decoder.py
aucmedi/xai/methods/__init__.py
aucmedi/xai/methods/gradcam.py
aucmedi/xai/methods/gradcam_guided.py
aucmedi/xai/methods/gradcam_pp.py
aucmedi/xai/methods/guided_backprop.py
aucmedi/xai/methods/integrated_gradients.py
aucmedi/xai/methods/lime_con.py
aucmedi/xai/methods/lime_pro.py
aucmedi/xai/methods/occlusion_sensitivity.py
aucmedi/xai/methods/saliency.py
aucmedi/xai/methods/xai_base.py
tests/__init__.py
tests/test_aggregate.py
tests/test_architectures_classifier.py
tests/test_architectures_image.py
tests/test_architectures_volume.py
tests/test_augmentation.py
tests/test_automl_block_eval.py
tests/test_automl_block_pred.py
tests/test_automl_block_train.py
tests/test_automl_cli.py
tests/test_classweights.py
tests/test_datagenerator.py
tests/test_ensemble.py
tests/test_evaluation.py
tests/test_iointerfaces.py
tests/test_ioloader.py
tests/test_losses.py
tests/test_metalearner.py
tests/test_neuralnetwork.py
tests/test_sampling.py
tests/test_subfunctios.py
tests/test_utils.py
tests/test_xai.py