.gitattributes
.gitignore
LICENSE
README.md
high_level.png
mkdocs.yml
pyproject.toml
requirements.txt
.github/scripts/publish_test_checks.py
.github/workflows/docs.yml
.github/workflows/release.yml
.github/workflows/tests.yml
docs/about.md
docs/index.md
docs/assets/high_level.png
docs/concepts/datasets.md
docs/concepts/study-storage.md
docs/configuration/fusion.md
docs/configuration/index.md
docs/configuration/models.md
docs/configuration/reference/augmentation.md
docs/configuration/reference/evaluation.md
docs/configuration/reference/extraction.md
docs/configuration/reference/fusion-classical.md
docs/configuration/reference/generation.md
docs/configuration/reference/matching.md
docs/configuration/reference/model-VAE_ConvNeXt_2D.md
docs/configuration/reference/model-VAE_ConvNeXt_3D.md
docs/configuration/reference/model-VAE_ResNet_2D.md
docs/configuration/reference/model-VAE_ResNet_3D.md
docs/configuration/reference/model-cVAE_ConvNeXt_2D.md
docs/configuration/reference/model-cVAE_ConvNeXt_3D.md
docs/configuration/reference/study.md
docs/configuration/reference/training.md
docs/development/experiments.md
docs/development/project-structure.md
docs/development/releases.md
docs/development/testing.md
docs/getting-started/installation.md
docs/getting-started/quick-start.md
docs/guides/continuing-studies.md
docs/guides/evaluation.md
docs/guides/input-data.md
docs/guides/pipeline.md
docs/guides/visualization.md
examples/__init__.py
examples/common/__init__.py
examples/common/image_io.py
examples/image_2d/__init__.py
examples/image_2d/image_dataloader.py
examples/image_2d/main.py
examples/mvtec_ad2/README.md
examples/mvtec_ad2/__init__.py
examples/mvtec_ad2/common.py
examples/mvtec_ad2/dataset.py
examples/mvtec_ad2/settings.py
examples/mvtec_ad2/splits.py
examples/mvtec_ad2/categories/__init__.py
examples/mvtec_ad2/categories/can.py
examples/mvtec_ad2/categories/fabric.py
examples/mvtec_ad2/categories/fruit_jelly.py
examples/mvtec_ad2/categories/rice.py
examples/mvtec_ad2/categories/sheet_metal.py
examples/mvtec_ad2/categories/vial.py
examples/mvtec_ad2/categories/wallplugs.py
examples/mvtec_ad2/categories/walnuts.py
examples/mvtec_ad2/downstream/__init__.py
examples/mvtec_ad2/downstream/configuration.py
examples/mvtec_ad2/downstream/datasets.py
examples/mvtec_ad2/downstream/evaluation.py
examples/mvtec_ad2/downstream/patches.py
examples/mvtec_ad2/downstream/runner.py
examples/mvtec_ad2/downstream/sampling.py
examples/mvtec_ad2/downstream/textures.py
examples/mvtec_ad2/downstream/training.py
examples/mvtec_ad2/downstream/transforms.py
examples/mvtec_ad2/downstream/draem/__init__.py
examples/mvtec_ad2/downstream/draem/losses.py
examples/mvtec_ad2/downstream/draem/model.py
examples/mvtec_ad2/downstream/draem/synthesis.py
examples/nifti_3d/__init__.py
examples/nifti_3d/main.py
examples/nifti_3d/nifti_dataloader.py
experiments/README.md
experiments/__init__.py
experiments/requirements.txt
experiments/fusion/__init__.py
experiments/fusion/learned_residual_alpha/__init__.py
experiments/fusion/learned_residual_alpha/backend.py
experiments/fusion/learned_residual_alpha/configuration.py
experiments/fusion/learned_residual_alpha/model.py
experiments/fusion/learned_residual_alpha/preprocessing.py
experiments/fusion/learned_residual_alpha/training.py
experiments/generation/__init__.py
experiments/generation/latent_diffusion_lora/__init__.py
experiments/generation/latent_diffusion_lora/configuration.py
experiments/generation/latent_diffusion_lora/model_2d.py
experiments/tests/__init__.py
experiments/tests/test_latent_diffusion_lora.py
experiments/tests/test_learned_residual_alpha.py
hybrid_sample_generator/__init__.py
hybrid_sample_generator/_version.py
hybrid_sample_generator/randomness.py
hybrid_sample_generator.egg-info/PKG-INFO
hybrid_sample_generator.egg-info/SOURCES.txt
hybrid_sample_generator.egg-info/dependency_links.txt
hybrid_sample_generator.egg-info/requires.txt
hybrid_sample_generator.egg-info/scm_file_list.json
hybrid_sample_generator.egg-info/scm_version.json
hybrid_sample_generator.egg-info/top_level.txt
hybrid_sample_generator/configuration/__init__.py
hybrid_sample_generator/configuration/augmentation.py
hybrid_sample_generator/configuration/evaluation.py
hybrid_sample_generator/configuration/extraction.py
hybrid_sample_generator/configuration/generation.py
hybrid_sample_generator/configuration/matching.py
hybrid_sample_generator/configuration/root.py
hybrid_sample_generator/configuration/study.py
hybrid_sample_generator/configuration/training.py
hybrid_sample_generator/datasets/__init__.py
hybrid_sample_generator/datasets/record_datasets.py
hybrid_sample_generator/datasets/study_datasets.py
hybrid_sample_generator/domain/__init__.py
hybrid_sample_generator/domain/input_sample.py
hybrid_sample_generator/domain/records.py
hybrid_sample_generator/evaluation/__init__.py
hybrid_sample_generator/evaluation/metrics.py
hybrid_sample_generator/evaluation/outliers.py
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hybrid_sample_generator/extraction/__init__.py
hybrid_sample_generator/extraction/extraction.py
hybrid_sample_generator/extraction/normalization.py
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hybrid_sample_generator/fusion/__init__.py
hybrid_sample_generator/fusion/background.py
hybrid_sample_generator/fusion/config_validation.py
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hybrid_sample_generator/fusion/preprocessing.py
hybrid_sample_generator/fusion/registry.py
hybrid_sample_generator/fusion/service.py
hybrid_sample_generator/fusion/settings.py
hybrid_sample_generator/fusion/classical/__init__.py
hybrid_sample_generator/fusion/classical/alpha.py
hybrid_sample_generator/fusion/classical/backend.py
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hybrid_sample_generator/fusion/classical/spatial.py
hybrid_sample_generator/generation/__init__.py
hybrid_sample_generator/generation/interfaces.py
hybrid_sample_generator/generation/model_settings.py
hybrid_sample_generator/generation/registry.py
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hybrid_sample_generator/generation/training/__init__.py
hybrid_sample_generator/generation/training/augmentation.py
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hybrid_sample_generator/generation/vae/__init__.py
hybrid_sample_generator/generation/vae/base.py
hybrid_sample_generator/generation/vae/conditional_convnext/__init__.py
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hybrid_sample_generator/generation/vae/convnext/configuration.py
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hybrid_sample_generator/generation/vae/resnet/__init__.py
hybrid_sample_generator/generation/vae/resnet/configuration.py
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hybrid_sample_generator/imaging/__init__.py
hybrid_sample_generator/imaging/resampling.py
hybrid_sample_generator/imaging/roi.py
hybrid_sample_generator/imaging/similarity.py
hybrid_sample_generator/imaging/masks/__init__.py
hybrid_sample_generator/imaging/masks/composition.py
hybrid_sample_generator/imaging/masks/elastic.py
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hybrid_sample_generator/imaging/masks/geometry.py
hybrid_sample_generator/imaging/masks/global_transforms.py
hybrid_sample_generator/imaging/masks/interpolation.py
hybrid_sample_generator/imaging/masks/local_transforms.py
hybrid_sample_generator/imaging/masks/target_generation.py
hybrid_sample_generator/imaging/masks/transform_generator.py
hybrid_sample_generator/matching/__init__.py
hybrid_sample_generator/matching/candidate_selection.py
hybrid_sample_generator/matching/pair_matcher.py
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hybrid_sample_generator/persistence/__init__.py
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hybrid_sample_generator/persistence/identifiers.py
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hybrid_sample_generator/persistence/schema.py
hybrid_sample_generator/persistence/study_paths.py
hybrid_sample_generator/persistence/study_reader.py
hybrid_sample_generator/persistence/study_repository.py
hybrid_sample_generator/persistence/study_writer.py
hybrid_sample_generator/pipeline/__init__.py
hybrid_sample_generator/pipeline/hybrid_data_generator.py
hybrid_sample_generator/pipeline/ingestion.py
hybrid_sample_generator/visualization/__init__.py
hybrid_sample_generator/visualization/__main__.py
hybrid_sample_generator/visualization/app.py
hybrid_sample_generator/visualization/maintenance.py
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hybrid_sample_generator/visualization/state.py
hybrid_sample_generator/visualization/tabs/__init__.py
hybrid_sample_generator/visualization/tabs/anomalies.py
hybrid_sample_generator/visualization/tabs/datasource.py
hybrid_sample_generator/visualization/tabs/evaluation.py
hybrid_sample_generator/visualization/tabs/hybrids.py
hybrid_sample_generator/visualization/tabs/overview.py
hybrid_sample_generator/visualization/tabs/relations.py
hybrid_sample_generator/visualization/widgets/__init__.py
hybrid_sample_generator/visualization/widgets/entity_browser.py
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scripts/generate_config_reference.py
tests/__init__.py
tests/configuration/__init__.py
tests/configuration/test_configuration.py
tests/datasets/__init__.py
tests/datasets/support.py
tests/datasets/test_record_datasets.py
tests/datasets/test_study_datasets.py
tests/domain/__init__.py
tests/domain/test_input_sample.py
tests/domain/test_records.py
tests/evaluation/__init__.py
tests/evaluation/test_metrics.py
tests/evaluation/test_service.py
tests/example_cases/__init__.py
tests/example_cases/test_image_io.py
tests/example_cases/mvtec_ad2/__init__.py
tests/example_cases/mvtec_ad2/test_dataset.py
tests/example_cases/mvtec_ad2/test_downstream.py
tests/example_cases/mvtec_ad2/test_patches.py
tests/example_cases/mvtec_ad2/test_splits.py
tests/example_cases/mvtec_ad2/test_textures.py
tests/extraction/__init__.py
tests/extraction/test_helpers.py
tests/extraction/test_service.py
tests/fusion/__init__.py
tests/fusion/test_background.py
tests/fusion/test_fusion_configuration.py
tests/fusion/test_preprocessing.py
tests/fusion/test_service.py
tests/fusion/classical/__init__.py
tests/fusion/classical/test_alpha.py
tests/fusion/classical/test_backend.py
tests/fusion/classical/test_intensity.py
tests/generation/__init__.py
tests/generation/test_loop.py
tests/generation/test_model_regressions.py
tests/generation/test_models.py
tests/generation/test_optuna.py
tests/generation/test_randomness.py
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tests/generation/test_training.py
tests/imaging/__init__.py
tests/imaging/test_masks.py
tests/imaging/test_transform_regressions.py
tests/matching/__init__.py
tests/matching/test_matching.py
tests/matching/test_template_matching.py
tests/persistence/__init__.py
tests/persistence/test_artifact_store.py
tests/persistence/test_study_repository.py
tests/pipeline/__init__.py
tests/pipeline/support.py
tests/pipeline/test_end_to_end.py
tests/pipeline/test_ingestion.py
tests/pipeline/test_ingestion_atomicity.py
tests/pipeline/test_materialization.py
tests/pipeline/test_planning.py
tests/pipeline/test_real_generator.py
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tests/visualization/test_maintenance.py
tests/visualization/test_maintenance_regressions.py
tests/visualization/test_navigation.py
tests/visualization/test_rendering.py