├── .dprint.json ├── .gitattributes ├── .github └── workflows │ └── pytest.yml ├── .gitignore ├── .gitlab-ci.yml ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── docs ├── datasets.md ├── extending_fd-shifts.ipynb ├── fd_shifts_logo.svg └── publications │ ├── iclr_2023.md │ ├── iclr_2023_overview.png │ ├── miccai_2023.md │ ├── neurips_2024.md │ └── neurips_2024_overview.png ├── example.env ├── fd_shifts ├── __init__.py ├── analysis │ ├── __init__.py │ ├── bootstrap.py │ ├── confid_scores.py │ ├── eval_utils.py │ ├── metrics.py │ ├── rc_stats.py │ ├── rc_stats_utils.py │ └── studies.py ├── configs │ ├── __init__.py │ └── iterable_mixin.py ├── data │ ├── __init__.py │ └── svhn.py ├── experiments │ ├── __init__.py │ ├── configs.py │ ├── launcher.py │ ├── publications.py │ ├── sync.py │ ├── tracker.py │ └── validation.py ├── loaders │ ├── __init__.py │ ├── breeds_hierarchies │ │ ├── __init__.py │ │ ├── class_hierarchy.txt │ │ ├── dataset_class_info.json │ │ └── node_names.txt │ ├── data_loader.py │ ├── dataset_collection.py │ ├── preparation │ │ ├── __init__.py │ │ ├── dermoscopy.py │ │ ├── lidc-idri │ │ │ ├── README.md │ │ │ ├── Splits_AL.png │ │ │ ├── __init__.py │ │ │ ├── id_ood.py │ │ │ ├── requirements_lidc.txt │ │ │ ├── save_cropped_nodules.py │ │ │ └── splits_first_cycle.py │ │ ├── lung_ct.py │ │ ├── microscopy.py │ │ └── xray.py │ └── prepare.py ├── main.py ├── models │ ├── __init__.py │ ├── callbacks │ │ ├── __init__.py │ │ ├── confid_monitor.py │ │ └── device_stats.py │ ├── confidnet_model.py │ ├── devries_model.py │ ├── networks │ │ ├── __init__.py │ │ ├── confidnet.py │ │ ├── densenet121.py │ │ ├── densenet161.py │ │ ├── devries_network.py │ │ ├── efficientnetb4.py │ │ ├── efficientnetb4timm.py │ │ ├── network.py │ │ ├── resnet50_imagenet.py │ │ ├── svhn_small_conv.py │ │ ├── vgg.py │ │ └── vit.py │ └── vit_model.py ├── reporting │ ├── __init__.py │ ├── __main__.py │ ├── data.py │ ├── plots.py │ ├── plots_bootstrap.py │ ├── precision_study.py │ ├── report_bootstrap.py │ └── tables.py ├── tests │ ├── __init__.py │ ├── pytest.ini │ ├── test_analysis.py │ ├── test_baurc.py │ ├── test_config.py │ ├── test_datasets.py │ ├── test_experiment_integration.py │ ├── test_register_model.py │ ├── test_reproducible.py │ └── utils.py ├── utils │ ├── __init__.py │ ├── aug_utils.py │ └── exp_utils.py └── version.py ├── pyproject.toml ├── scripts └── analysis_bootstrap.py └── setup.cfg /.dprint.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IML-DKFZ/fd-shifts/HEAD/.dprint.json -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IML-DKFZ/fd-shifts/HEAD/.gitattributes -------------------------------------------------------------------------------- /.github/workflows/pytest.yml: 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