├── .github ├── dependabot.yml ├── swam-learning-issue-reporting-template.md └── workflows │ └── testall.yml ├── .gitignore ├── LICENSE ├── ODELIA.md ├── README.md ├── SWAG.md ├── Troubleshooting.md ├── assets ├── SL_structure.png ├── Swarm model training protocol .png ├── TUD experiments report.pdf ├── TUD experiments result.png ├── TV add device.png ├── Workflow.png ├── gpu-driver-setup.png ├── openvpn_configs │ └── good_access │ │ └── README.md ├── sl_node_structure.png └── ubuntu_remote_control.png ├── docs ├── Generic │ ├── ATTRIBUTIONS.md │ ├── CONTRIBUTING.md │ ├── DATA_LICENSE.md │ ├── LICENSE.md │ ├── URL.md │ ├── acronyms.md │ ├── papers-and-articles.md │ └── videos.md ├── HPE AutoPass License Server User Guide.pdf ├── HPE_Merge_Methods_Whitepaper.pdf ├── HPE_Swarm_Installation_and_Configuration_Guide.pdf ├── HPE_Swarm_Learning_User_Guide.pdf ├── HPE_Swarm_learning_2.1.0_Release_Notes.pdf ├── Install │ ├── Adding_Swarm_Nodes.md │ ├── Centralized_Swarm_diagnostic.md │ ├── Community_License_server.png │ ├── Configuring_Swarm_Learning.md │ ├── Configuring_the_License_Settings.md │ ├── Configuring_the_Swarm_Settings.md │ ├── Configuring_the_User_Settings.md │ ├── Creating_Task_Runners.md │ ├── Creating_a_Contract.md │ ├── Creating_a_Project_in_SLM-UI.md │ ├── Creating_a_task.md │ ├── Download_the_License_Server.md │ ├── Environment_variables.md │ ├── Executing_a_Task.md │ ├── Exposed_port_numbers.md │ ├── GNU_General_Public_License.md │ ├── GUID-075398B2-84E7-4AEF-9BB6-9FE37019F9B1-high.png │ ├── GUID-19FCF5A5-F3AC-42D7-8F4B-D94BAE696C48-high.png │ ├── GUID-22FAC22D-C266-49F6-B2F9-8B0FDCE07DBD-high.png │ ├── GUID-27290862-3C17-4AFD-9B60-CB9166C656F0-high.png │ ├── GUID-31258354-DEB0-428E-BC00-B706BD0BFCBA-high.png │ ├── GUID-356C3AC9-1643-4CB5-A0B8-7DA33D9394BA-high.png │ ├── GUID-43581832-D249-4C2E-AD17-8F797BAC33D6-high.png │ ├── GUID-44390496-138C-405E-9704-8247021AD900-high.png │ ├── GUID-486FE7B6-0ED8-41B6-80FE-18D848B59F1B-high.png │ ├── GUID-4D9096A6-6206-4F26-AC88-20CC85208ED3-high.png │ ├── GUID-5383ABE4-9B19-40A1-83CB-47F605828833-high.png │ ├── GUID-54257D6A-B7EB-46AF-85CB-DE91D7BA6F72-high.png │ ├── GUID-5F80664F-FC22-463E-84EA-878EE1388056-high.png │ ├── GUID-60C03DFA-04B4-4884-9CB0-441A3E4351A5=1=en-US=High.png │ ├── GUID-633F271F-2F22-4BB9-91A6-EA50BF8C638A-high.png │ ├── GUID-7707134A-A746-4CA9-B79F-AB6BD4B6938C-high.png │ ├── GUID-83B03273-37BC-493F-81E6-062916B3B193-high.png │ ├── GUID-895823EE-3612-4689-A763-0794B9B44D74-high.png │ ├── GUID-979617B4-8568-4BB7-A536-9B1E304A86CA-high.png │ ├── GUID-9E052DAE-2F49-4625-903D-3D458B4320B0=1=en-US=High.png │ ├── GUID-A37C5798-B8B7-4B93-B786-A2682797AB37-high.png │ ├── GUID-A4B28EFC-7BF9-462D-A1CC-62364F6D82B6-high.png │ ├── GUID-A5012333-CE26-4E14-9C31-1AF897147196-high.png │ ├── GUID-AEB483FF-5482-4D95-9E68-8FBAEDAA06DD-high.png │ ├── GUID-C3C14B97-AFD3-490F-BEE1-C6F92F29EBF0-high.png │ ├── GUID-C61F746E-1DFC-4A68-8F10-5C6C689EC6E8-high.png │ ├── GUID-C8A2E5EC-CE82-4B3A-9485-F299336F39EE-high.png │ ├── GUID-D5DC4FA2-5F59-4FA4-A2F2-7E2EA8FC2212-high.png │ ├── GUID-E00B84BB-E871-4A2E-A5E4-0D08B070DA57-high.png │ ├── GUID-E0930943-5847-4F31-8231-D1AD21862F1D-high.png │ ├── GUID-E1505B54-9732-450E-9FA2-ACD84DB70233-high.png │ ├── GUID-E6E65EF4-C401-4415-82AB-591022657146-high.png │ ├── GUID-E9D2A41C-C87B-4798-8723-73C0A7B4DC86-high.png │ ├── GUID-EA3ED67E-52AD-464F-B126-E21C6F835125-high.png │ ├── GUID-FB764D67-EF2C-471F-B720-6CB7B1248859-high.png │ ├── HPE_Swarm_Learning_installation.md │ ├── IP_address_of_host_systems.md │ ├── Install_the_License_Server.md │ ├── Installing_HPE_Swarm_Learning_Management_UI(SLM-UI).md │ ├── Installing_Swarm_Learning_using_SLM-UI.md │ ├── Introduction.md │ ├── Managing_the_Global_Settings.md │ ├── Prerequisites.md │ ├── README.md │ ├── Running_SLM-UI_Installer.md │ ├── Running_Swarm_Learning_examples_using_SLM-UI.md │ ├── Running_Swarm_Learning_using_CLI.md │ ├── Running_Swarm_Learning_with_Podman.md │ ├── Running_Swarm_with_SE_Linux.md │ ├── Starting_SLM-UI_manually.md │ ├── Starting_SWCI_nodes.md │ ├── Starting_SWOP_nodes.md │ ├── Starting_Sentinel_node.md │ ├── Starting_Swarm_Learning_node.md │ ├── Stopping_Swarm_Learning_node.md │ ├── Uninstalling_Swarm_Learning_using_SLM-UI.md │ ├── Uninstalling_the_Swarm_Learning_package.md │ └── Versioning_and_upgrade.md ├── SWOP-profile-schema.yaml ├── SWOP-task-schema.yaml ├── User │ ├── 1_Introduction.md │ ├── Adapting_an_ML_program_for_Swarm_Learning.md │ ├── Frequently_asked_questions.md │ ├── GNU_General_Public_License.md │ ├── GUID-25587679-1F3A-43DC-8D02-48E6BEFF7DA6-high.png │ ├── GUID-28273425-4E6F-425D-8A32-339013B86F75-high.png │ ├── GUID-4D303DEC-8E71-43F4-BDCB-04B0C1AE79D8-high.png │ ├── GUID-66B1F78E-34E6-475D-AE8D-966BCF93539B-high.png │ ├── GUID-7DB64042-89CD-49D1-9728-A93739BF8816-high.png │ ├── GUID-8387004B-D71E-4C39-8036-4ECC81972D3F-high.png │ ├── GUID-83A522CC-E17B-45CF-BD0B-11DE517D7E02-high.png │ ├── GUID-899B556F-D33F-42D1-8D0D-37F191715709-high.png │ ├── GUID-B88A90FD-A3B8-4110-AFD3-48090335BD48-high.png │ ├── GUID-BE2185B8-5C3B-4BD3-91FF-9ABC77D0720C-high.png │ ├── GUID-CB6F59C9-7CD9-4EE8-BA7C-3082F07B8491-high.png │ ├── GUID-D748A084-ED5D-4A39-B729-3DEC8A7D318F-high.png │ ├── GUID-D9C8F73B-BAFB-41E2-9B70-02C628836B96-high.png │ ├── GUID-DC68E962-E2A0-47C5-9345-0A7448C42AD6-high.png │ ├── GUID-E80D248E-E754-498E-99D6-67508092F779-high.png │ ├── GUID-F6074FD2-45F5-4D06-AE7D-DE4623D37680-high.png │ ├── GUID-FBD1E0A2-4A2C-45A5-A959-EDB13743A3CC-high.png │ ├── How_to_Swarm_enable_an_ML_algorithm.md │ ├── Launch_Swarm_Learning_using_SWOP.md │ ├── Monitoring_Swarm_Learning_training_using_SLM-UI.md │ ├── README.md │ ├── Running_MNIST_example_using_SLM-UI.md │ ├── SWCI_APIs.md │ ├── SWOP_architecture_overview.md │ ├── SWOP_profile_schema.md │ ├── SWOP_profile_schema_example.md │ ├── SWOP_profile_schema_example_using_reverse_proxy_parameters.md │ ├── SWOP_task.md │ ├── SWOP_task_schema.md │ ├── SWOP_task_schema_examples.md │ ├── Support_and_other_resources.md │ ├── Swarm_Learning_Command_Interface.md │ ├── Swarm_Learning_Component_Interactions_using_Reverse_Proxy.md │ ├── Swarm_Learning_architecture.md │ ├── Swarm_Learning_component_interaction.png │ ├── Swarm_Learning_component_interactions.md │ ├── Swarm_Learning_concepts.md │ ├── Swarm_Log_Collector.md │ ├── Swarm_Operator_node_(SWOP).md │ ├── Swarm_client_interface-wheels_package.md │ ├── TaskRunner Framework.md │ ├── Task_for_building_the_user_container.md │ ├── Task_for_creating_a_Docker_volume_of_model_program_and_data.md │ ├── Task_for_pulling_a_prebuilt_Docker_image.md │ ├── Task_for_running_ML_nodes.md │ ├── Troubleshooting.md │ ├── User_ML_components.md │ └── Working_of_a_Swarm_Learning_node.md └── images │ ├── APLS_after_installing_license.png │ ├── Error_6002_running_SL_node_without_Server_and_License.png │ ├── GettyImages-1148109728_EAA-graphic-A_112_0_72_RGB.jpg │ ├── sl_comp_interaction.png │ ├── sl_federated_spire_server.png │ ├── sl_ml_algorithm.png │ ├── sl_nested_spire_server.png │ ├── sl_platform_components.png │ └── sl_simple_spire_server.png ├── logs └── swarm_logs_dl0_20240429102955.tar.gz ├── sllib └── swarmlearning-client-py3-none-manylinux_2_24_x86_64.whl └── workspace ├── __init__.py ├── automate_scripts ├── README.md ├── __init__.py ├── automate.sh ├── launch_sl │ ├── __init__.py │ ├── check_latest_log.sh │ ├── launch_sl.py │ ├── run_sl.sh │ ├── run_sn.sh │ ├── run_swci.sh │ ├── run_swop.sh │ └── stopswarm.sh ├── server_setup │ ├── .gitattributes │ ├── GUI_sl_setup.sh │ ├── cleanup_old_sl.sh │ ├── gpu_env_setup.sh │ ├── install_apls.sh │ ├── install_containers.sh │ ├── license_and_softwares │ │ ├── HPE_SWARM_LEARNING_DOCKER_HASH_DIGEST_Q2V41-11052.json │ │ ├── HPE_SWARM_LEARNING_DOCS_EXAMPLES_SCRIPTS_Q2V41-11050.tar.gz │ │ ├── HPE_SWARM_LEARNING_DOCS_EXAMPLES_SCRIPTS_Q2V41-11051.tar.gz.sig │ │ ├── HPE_SWARM_LEARNING_INSTALLER_LINUX_Q2V41-11053 │ │ ├── HPE_SWARM_LEARNING_INSTALLER_LINUX_Q2V41-11054.sig │ │ ├── HPE_SWARM_LEARNING_INSTALLER_MAC_Q2V41-11056 │ │ ├── HPE_SWARM_LEARNING_INSTALLER_WINDOWS_Q2V41-11055.exe │ │ ├── HPE_SWARM_LEARN_37845708.DAT │ │ └── checksums.png │ ├── prerequisites.sh │ ├── replace_network_interface.sh │ ├── setup_vpntunnel.sh │ ├── test_dockersetup.sh │ └── test_open_exposed_ports.sh ├── sl_env_setup │ ├── README.md │ ├── add_alias.sh │ ├── data_split_gen.sh │ ├── gen_cert.sh │ ├── get_dataset_gdown.sh │ ├── get_dataset_scp.sh │ ├── license_server_fix.sh │ ├── replacement.sh │ ├── setup_aliases.sh │ ├── setup_sl-cli-lib.sh │ └── share_cert.sh └── utils │ └── prepare_data_split.py ├── katherlab-gpu ├── .dccache ├── .gitattributes ├── gen-cert ├── model │ ├── core_utils.py │ ├── data_utils.py │ ├── exp_A.txt │ ├── main.py │ ├── main_resnet_test.py │ ├── models │ │ ├── model_Attmil.py │ │ ├── model_clam.py │ │ ├── model_mil.py │ │ └── resnet_custom.py │ ├── train_function.py │ └── utils.py ├── model_old │ ├── exp_A.txt │ ├── main.py │ ├── train_function.py │ └── utils │ │ ├── core_utils.py │ │ ├── data_utils.py │ │ └── utils.py ├── swci │ └── taskdefs │ │ ├── swarm_katherlab_task.yaml │ │ ├── user_env_pyt_build_task.yaml │ │ └── user_env_pyt_build_task_old.yaml └── swop │ ├── swop1_profile.yaml │ └── swop2_profile.yaml ├── marugoto_mri ├── __init__.py ├── ml-context │ ├── Containerfile │ └── requirements.txt ├── model │ ├── __init__.py │ ├── categorical.py │ ├── common │ │ ├── __init__.py │ │ └── data.py │ ├── main.py │ ├── main_local_compare(deprecated).py │ ├── main_oliver.py │ ├── mil │ │ ├── ViT.py │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── _mil.py │ │ ├── data.py │ │ ├── deploy.py │ │ ├── helpers.py │ │ ├── model.py │ │ ├── timmViT.py │ │ ├── train.py │ │ └── transformer.py │ └── roc.py ├── swci │ ├── swci-init_ori │ └── taskdefs │ │ ├── swarm_task_local_compare_ori.yaml │ │ ├── swarm_task_ori.yaml │ │ └── user_env_build_task_ori.yaml ├── swop │ └── swop_profile.yaml └── user │ └── data-and-scratch │ └── data │ ├── clinical_table.csv │ └── slide_table.csv ├── mnist-pyt-2.1.0 ├── README.md ├── cpu-based │ ├── README.md │ ├── model │ │ └── mnist_pyt.py │ ├── swci │ │ └── taskdefs │ │ │ ├── build_pyt_user_image.yaml │ │ │ └── run_mnist_pyt.yaml │ └── swop │ │ └── swop_profile.yaml └── gpu-based │ ├── amd │ ├── README.md │ ├── model │ │ └── mnist_pyt.py │ ├── swci │ │ └── taskdefs │ │ │ ├── build_pyt_user_image.yaml │ │ │ └── run_mnist_pyt.yaml │ └── swop │ │ └── swop_profile.yaml │ └── nvidia │ ├── README.md │ ├── model │ └── mnist_pyt.py │ ├── swci │ └── taskdefs │ │ ├── build_pyt_user_image.yaml │ │ └── run_mnist_pyt.yaml │ └── swop │ └── swop_profile.yaml ├── mnist-pyt-gpu ├── MNIST-PYT.md ├── model │ └── main.py ├── swci │ ├── swci-init_ori │ └── taskdefs │ │ ├── swarm_task_ori.yaml │ │ └── user_env_build_task_ori.yaml └── swop │ └── swop_profile.yaml ├── odelia-breast-mri ├── __init__.py ├── env_config │ ├── environment.yaml │ └── setup.py ├── ml-context │ ├── Clinical_and_Other_Features.xlsx │ ├── Dockerfile │ └── swarmlearning-client-py3-none-manylinux_2_24_x86_64.whl ├── model │ ├── data │ │ ├── augmentation │ │ │ └── augmentations_3d.py │ │ ├── datamodules │ │ │ ├── __init__.py │ │ │ └── datamodule.py │ │ └── datasets │ │ │ ├── __init__.py │ │ │ ├── dataset_3d.py │ │ │ ├── dataset_3d_collab.py │ │ │ ├── dataset_3d_duke.py │ │ │ └── dataset_3d_duke_external.py │ ├── env_config.py │ ├── main.py │ ├── model_selector.py │ ├── models │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── densenet.py │ │ ├── efficientNet.py │ │ ├── resnet.py │ │ ├── uNet3D.py │ │ └── vit.py │ ├── predict.py │ ├── result_eveluation.py │ ├── setup.py │ └── utils │ │ └── roc_curve.py ├── swci │ ├── swci-init_ori │ ├── taskdefs │ │ ├── swarm_task_local_compare_ori.yaml │ │ ├── swarm_task_ori.yaml │ │ └── user_env_build_task_ori.yaml │ └── with_local_swci-init_ori ├── swop │ └── swop_profile.yaml └── visualization_results │ ├── __init__.py │ ├── readout_auc.py │ ├── vis_breast_mri.py │ ├── vis_breast_mri_discard_localorbest_model.py │ ├── vis_breast_mri_discard_localorbest_model_internal.py │ ├── vis_breast_mri_discard_localorbest_model_internal_violin.py │ ├── vis_breast_mri_discard_localorbest_model_violin.py │ ├── vis_breast_mri_ext.py │ └── visualize_result.py ├── score-based-model ├── LICENSE ├── README.md ├── Score based model paper.pdf ├── calculate_FID.py ├── data_split.py ├── extract_ctrans.py ├── extract_ctrans_multiclass.py ├── model │ ├── configs │ │ ├── abdomen2dCT.yml │ │ ├── brain.yml │ │ ├── breast2dMRI.yml │ │ ├── pathology.yml │ │ ├── xray.yml │ │ ├── xrayVinDr.yml │ │ └── xrayVinDrConditional.yml │ ├── cut_grid.py │ ├── cut_grid12x12.py │ ├── cut_grid_2x16.py │ ├── cut_grid_4x50.py │ ├── datasets │ │ └── __init__.py │ ├── evaluate.py │ ├── evaluate_pure.py │ ├── evaluate_pure_condi.py │ ├── losses │ │ ├── __init__.py │ │ └── dsm.py │ ├── main.py │ ├── models │ │ ├── __init__.py │ │ ├── ema.py │ │ ├── layers.py │ │ └── ncsnv3.py │ ├── pca.py │ ├── pca_ctrans.py │ ├── pca_ctrans_allckpt.py │ ├── runners │ │ ├── __init__.py │ │ ├── ncsn_runner.py │ │ └── ncsn_runner_cond.py │ ├── tsne_ctrans.py │ └── umap_ctrans.py ├── phash_KIRC_real.npy ├── phash_KIRP_real.npy ├── phash_compare.py ├── phash_plot.py ├── plot_result.py ├── requirements.txt ├── results.txt ├── simple_cnn.py ├── simple_cnn_ctrans.py ├── simple_cnn_ctrans_multiclass.py ├── simple_cnn_ctrans_multiclass_optimized.py ├── simple_cnn_ctrans_predict.py ├── simple_cnn_ctrans_predict_single.py ├── simple_cnn_ctrans_predict_single_multiclass.py ├── simple_cnn_multiclass.py ├── swci │ ├── swci-init_ori │ ├── taskdefs │ │ ├── swarm_task_local_compare_ori.yaml │ │ ├── swarm_task_ori.yaml │ │ └── user_env_build_task_ori.yaml │ └── with_local_swci-init_ori ├── swin_transformer.py └── swop │ └── swop_profile.yaml ├── swag-latent-diffusion ├── model │ ├── 2d_autoencoder.py │ ├── 2d_ldm.py │ ├── 2d_ldm_sample.py │ ├── CODE_OF_CONDUCT.md │ ├── CONTRIBUTING.md │ ├── LICENSE │ ├── README.md │ ├── copy-detection │ │ ├── 2d_contrastive_learning_cats.py │ │ ├── memorization_assessment_siamese_nih_xray.ipynb │ │ ├── networks │ │ │ ├── SiameseNetwork.py │ │ │ └── __init__.py │ │ └── train_siamese_nih_xray.py │ ├── dataset │ │ ├── __init__.py │ │ ├── fastmri_brain.py │ │ ├── nih_chest_xray.py │ │ └── nih_chest_xray_subwise.py │ ├── env_config.py │ ├── environment.yml │ ├── generative │ │ ├── __init__.py │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ └── inferer.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── selfattention.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ ├── autoencoderkl.py │ │ │ │ ├── controlnet.py │ │ │ │ ├── diffusion_model_unet.py │ │ │ │ ├── patchgan_discriminator.py │ │ │ │ ├── transformer.py │ │ │ │ └── vqvae.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ └── pndm.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── enums.py │ │ │ └── ordering.py │ │ └── version.py │ ├── model-zoo │ │ ├── README.md │ │ └── models │ │ │ ├── brain_image_synthesis_latent_diffusion_model │ │ │ ├── LICENSE │ │ │ ├── configs │ │ │ │ ├── inference.json │ │ │ │ ├── logging.conf │ │ │ │ └── metadata.json │ │ │ ├── docs │ │ │ │ ├── README.md │ │ │ │ └── figure_1.png │ │ │ ├── large_files.yml │ │ │ └── scripts │ │ │ │ ├── __init__.py │ │ │ │ ├── sampler.py │ │ │ │ └── saver.py │ │ │ ├── cxr_image_synthesis_latent_diffusion_model │ │ │ ├── LICENSE │ │ │ ├── configs │ │ │ │ ├── inference.json │ │ │ │ ├── logging.conf │ │ │ │ └── metadata.json │ │ │ ├── docs │ │ │ │ ├── README.md │ │ │ │ └── figure_1.png │ │ │ ├── large_files.yml │ │ │ └── scripts │ │ │ │ ├── __init__.py │ │ │ │ ├── sampler.py │ │ │ │ └── saver.py │ │ │ └── mednist_ddpm │ │ │ └── bundle │ │ │ ├── configs │ │ │ ├── common.yaml │ │ │ ├── infer.yaml │ │ │ ├── logging.conf │ │ │ ├── metadata.json │ │ │ ├── train.yaml │ │ │ └── train_multigpu.yaml │ │ │ ├── docs │ │ │ ├── 2d_ddpm_bundle_tutorial.ipynb │ │ │ ├── README.md │ │ │ ├── sub_train.sh │ │ │ └── sub_train_multigpu.sh │ │ │ └── scripts │ │ │ └── __init__.py │ ├── networks │ │ ├── SiameseNetwork.py │ │ └── __init__.py │ ├── pyproject.toml │ ├── runs │ │ ├── Oct05_16-30-32_salman │ │ │ └── events.out.tfevents.1696516233.salman.1236720.0 │ │ └── Oct05_16-30-41_salman │ │ │ ├── events.out.tfevents.1696516241.salman.1236720.1 │ │ │ ├── run_14h_tanx │ │ │ └── events.out.tfevents.1696516241.salman.1236720.4 │ │ │ ├── run_14h_xcosx │ │ │ └── events.out.tfevents.1696516241.salman.1236720.3 │ │ │ └── run_14h_xsinx │ │ │ └── events.out.tfevents.1696516241.salman.1236720.2 │ ├── runtests.sh │ ├── setup.cfg │ ├── setup.py │ ├── tests │ │ ├── __init__.py │ │ ├── min_tests.py │ │ ├── runner.py │ │ └── utils.py │ └── tutorials │ │ ├── README.md │ │ └── generative │ │ ├── 2d_autoencoderkl │ │ ├── 2d_autoencoderkl_tutorial.ipynb │ │ └── 2d_autoencoderkl_tutorial.py │ │ ├── 2d_controlnet │ │ ├── 2d_controlnet.ipynb │ │ └── 2d_controlnet.py │ │ ├── 2d_ddpm │ │ ├── 2d_ddpm_compare_schedulers.ipynb │ │ ├── 2d_ddpm_compare_schedulers.py │ │ ├── 2d_ddpm_inpainting.ipynb │ │ ├── 2d_ddpm_inpainting.py │ │ ├── 2d_ddpm_tutorial.ipynb │ │ ├── 2d_ddpm_tutorial.py │ │ ├── 2d_ddpm_tutorial_ignite.ipynb │ │ ├── 2d_ddpm_tutorial_ignite.py │ │ ├── 2d_ddpm_tutorial_v_prediction.ipynb │ │ └── 2d_ddpm_tutorial_v_prediction.py │ │ ├── 2d_diffusion_autoencoder │ │ ├── 2d_diffusion_autoencoder_tutorial.ipynb │ │ └── 2d_diffusion_autoencoder_tutorial.py │ │ ├── 2d_ldm │ │ ├── 2d_ldm_tutorial.ipynb │ │ └── 2d_ldm_tutorial.py │ │ ├── 2d_super_resolution │ │ ├── 2d_stable_diffusion_v2_super_resolution.ipynb │ │ └── 2d_stable_diffusion_v2_super_resolution.py │ │ ├── 2d_vqgan │ │ ├── 2d_vqgan_tutorial.ipynb │ │ └── 2d_vqgan_tutorial.py │ │ ├── 2d_vqvae │ │ ├── 2d_vqvae_tutorial.ipynb │ │ └── 2d_vqvae_tutorial.py │ │ ├── 2d_vqvae_transformer │ │ ├── 2d_vqvae_transformer_tutorial.ipynb │ │ └── 2d_vqvae_transformer_tutorial.py │ │ ├── 3d_autoencoderkl │ │ ├── 3d_autoencoderkl_tutorial.ipynb │ │ └── 3d_autoencoderkl_tutorial.py │ │ ├── 3d_ddpm │ │ ├── 3d_ddpm_tutorial.ipynb │ │ └── 3d_ddpm_tutorial.py │ │ ├── 3d_ldm │ │ ├── 3d_ldm_tutorial.ipynb │ │ └── 3d_ldm_tutorial.py │ │ ├── 3d_vqvae │ │ ├── 3d_vqvae_tutorial.ipynb │ │ └── 3d_vqvae_tutorial.py │ │ ├── anomaly_detection │ │ ├── 2d_classifierfree_guidance_anomalydetection_tutorial.ipynb │ │ ├── 2d_classifierfree_guidance_anomalydetection_tutorial.py │ │ ├── anomaly_detection_with_transformers.ipynb │ │ ├── anomaly_detection_with_transformers.py │ │ ├── anomalydetection_tutorial_classifier_guidance.ipynb │ │ └── anomalydetection_tutorial_classifier_guidance.py │ │ ├── classifier_free_guidance │ │ ├── 2d_ddpm_classifier_free_guidance_tutorial.ipynb │ │ └── 2d_ddpm_classifier_free_guidance_tutorial.py │ │ ├── distributed_training │ │ └── ddpm_training_ddp.py │ │ ├── image_to_image_translation │ │ ├── tutorial_segmentation_with_ddpm.ipynb │ │ └── tutorial_segmentation_with_ddpm.py │ │ └── realism_diversity_metrics │ │ ├── realism_diversity_metrics.ipynb │ │ └── realism_diversity_metrics.py ├── requirements.txt ├── swci │ ├── swci-init_ori │ ├── taskdefs │ │ ├── swarm_task_local_compare_ori.yaml │ │ ├── swarm_task_ori.yaml │ │ └── user_env_build_task_ori.yaml │ └── with_local_swci-init_ori └── swop │ └── 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