{"id":167912,"name":null,"description":"Diffusion generative modeling of excitable media","url":"https://github.com/cardiacvision/diffusion","last_synced_at":"2025-09-09T20:34:05.353Z","repository":{"id":242927976,"uuid":"734924657","full_name":"cardiacvision/diffusion","owner":"cardiacvision","description":"Diffusion generative modeling of excitable media","archived":false,"fork":false,"pushed_at":"2024-07-10T16:05:15.000Z","size":1076,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-07-10T19:25:32.936Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cardiacvision.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-12-23T03:29:02.000Z","updated_at":"2024-07-10T16:05:17.000Z","dependencies_parsed_at":"2024-06-05T19:53:18.907Z","dependency_job_id":"a041e3fa-b533-4c34-8cd1-3ac51682fe0e","html_url":"https://github.com/cardiacvision/diffusion","commit_stats":null,"previous_names":["cardiacvision/diffusion"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cardiacvision/diffusion","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cardiacvision","download_url":"https://codeload.github.com/cardiacvision/diffusion/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274358031,"owners_count":25270678,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"cardiacvision","name":"Cardiac Vision Laboratory","uuid":"142053731","kind":"organization","description":"Cardiovascular Research Institute, University of California, San Francisco","email":null,"website":"https://cardiacvision.ucsf.edu","location":"United States of America","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/142053731?v=4","repositories_count":1,"last_synced_at":"2023-09-12T04:05:55.740Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/cardiacvision","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-09-12T04:05:55.752Z","updated_at":"2023-09-12T04:05:55.752Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cardiacvision","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cardiacvision/repositories"},"packages":null,"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"cardiacvision/diffusion","html_url":"https://github.com/cardiacvision/diffusion","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-09T20:33:17.028Z","updated_at":"2025-09-09T20:33:17.028Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiacvision%2Fdiffusion/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10197613,"issues_count":32264351,"pull_requests_count":101811900,"authors_count":10741277,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":1},"last_year":{"WatchEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"docker","filepath":"palette-diffusion/MR_perceptual/Dockerfile","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:13.198Z","updated_at":"2024-06-05T19:53:13.198Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/palette-diffusion/MR_perceptual/Dockerfile","dependencies":[{"id":18431458662,"package_name":"nvidia/cuda","ecosystem":"docker","requirements":"9.0-base-ubuntu16.04","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"grad-cam/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:13.545Z","updated_at":"2024-06-05T19:53:13.545Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/grad-cam/requirements.txt","dependencies":[{"id":18431458677,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458678,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458679,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458680,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458681,"package_name":"torch","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":18431458682,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.15.2a0","direct":true,"kind":"runtime","optional":false},{"id":18431458683,"package_name":"grad-cam","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"palette-diffusion/MR_perceptual/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:13.902Z","updated_at":"2024-06-05T19:53:13.902Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/palette-diffusion/MR_perceptual/requirements.txt","dependencies":[{"id":18431458693,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=0.4.0","direct":true,"kind":"runtime","optional":false},{"id":18431458694,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.2.1","direct":true,"kind":"runtime","optional":false},{"id":18431458695,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.14.3","direct":true,"kind":"runtime","optional":false},{"id":18431458696,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.0.1","direct":true,"kind":"runtime","optional":false},{"id":18431458697,"package_name":"scikit-image","ecosystem":"pypi","requirements":"\u003e=0.13.0","direct":true,"kind":"runtime","optional":false},{"id":18431458698,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=2.4.11","direct":true,"kind":"runtime","optional":false},{"id":18431458699,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=1.5.1","direct":true,"kind":"runtime","optional":false},{"id":18431458700,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.28.1","direct":true,"kind":"runtime","optional":false},{"id":18431458701,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458702,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458703,"package_name":"pytorch_msssim","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458704,"package_name":"IPython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"palette-diffusion/MR_perceptual/setup.py","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:14.287Z","updated_at":"2024-06-05T19:53:14.287Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/palette-diffusion/MR_perceptual/setup.py","dependencies":[{"id":18431458709,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=0.4.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"palette-diffusion/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:14.916Z","updated_at":"2024-06-05T19:53:14.916Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/palette-diffusion/requirements.txt","dependencies":[{"id":18431458713,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.6","direct":true,"kind":"runtime","optional":false},{"id":18431458714,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458715,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458716,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458717,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458718,"package_name":"tensorboardX","ecosystem":"pypi","requirements":"\u003e=1.14","direct":true,"kind":"runtime","optional":false},{"id":18431458719,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458720,"package_name":"opencv-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431458721,"package_name":"clean-fid","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"point-voxel-generation/metrics/ChamferDistancePytorch/chamfer2D/setup.py","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:15.330Z","updated_at":"2024-06-05T19:53:15.330Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/metrics/ChamferDistancePytorch/chamfer2D/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"point-voxel-generation/metrics/ChamferDistancePytorch/chamfer3D/setup.py","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:15.528Z","updated_at":"2024-06-05T19:53:15.528Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/metrics/ChamferDistancePytorch/chamfer3D/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"point-voxel-generation/metrics/ChamferDistancePytorch/chamfer5D/setup.py","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:15.765Z","updated_at":"2024-06-05T19:53:15.765Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/metrics/ChamferDistancePytorch/chamfer5D/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"point-voxel-generation/metrics/PyTorchEMD/setup.py","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:15.962Z","updated_at":"2024-06-05T19:53:15.962Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/metrics/PyTorchEMD/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"point-voxel-generation/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:16.285Z","updated_at":"2024-06-05T19:53:16.285Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/requirements.txt","dependencies":[{"id":18431460775,"package_name":"conda","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431460776,"package_name":"python","ecosystem":"pypi","requirements":"==3.6","direct":true,"kind":"runtime","optional":false},{"id":18431460777,"package_name":"torch","ecosystem":"pypi","requirements":"==1.4.0","direct":true,"kind":"runtime","optional":false},{"id":18431460778,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.5.0","direct":true,"kind":"runtime","optional":false},{"id":18431460779,"package_name":"cudatoolkit","ecosystem":"pypi","requirements":"==10.1","direct":true,"kind":"runtime","optional":false},{"id":18431460828,"package_name":"kaolin","ecosystem":"pypi","requirements":"==0.1.0","direct":true,"kind":"runtime","optional":false},{"id":18431460856,"package_name":"pytorch3d","ecosystem":"pypi","requirements":"==0.2.5","direct":true,"kind":"runtime","optional":false},{"id":18431460874,"package_name":"lutorpy","ecosystem":"pypi","requirements":"=1.3.7","direct":true,"kind":"runtime","optional":false},{"id":18431460875,"package_name":"xmltodict","ecosystem":"pypi","requirements":"=0.12.0","direct":true,"kind":"runtime","optional":false},{"id":18431460876,"package_name":"numba","ecosystem":"pypi","requirements":"=0.51.2","direct":true,"kind":"runtime","optional":false},{"id":18431460877,"package_name":"pycuda","ecosystem":"pypi","requirements":"=2019.1.2","direct":true,"kind":"runtime","optional":false},{"id":18431460883,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431460884,"package_name":"pip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431460885,"package_name":"torch-scatter","ecosystem":"pypi","requirements":"==2.0.4","direct":true,"kind":"runtime","optional":false},{"id":18431460886,"package_name":"torch-sparse","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":18431460887,"package_name":"torch-cluster","ecosystem":"pypi","requirements":"==1.5.4","direct":true,"kind":"runtime","optional":false},{"id":18431460888,"package_name":"torch-spline-conv","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":18431460889,"package_name":"descartes","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":18431460890,"package_name":"fire","ecosystem":"pypi","requirements":"==0.3.1","direct":true,"kind":"runtime","optional":false},{"id":18431460891,"package_name":"jupyter","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":18431460892,"package_name":"opencv_python","ecosystem":"pypi","requirements":"==4.3.0","direct":true,"kind":"runtime","optional":false},{"id":18431460893,"package_name":"Shapely","ecosystem":"pypi","requirements":"==1.7.0","direct":true,"kind":"runtime","optional":false},{"id":18431460894,"package_name":"Pillow","ecosystem":"pypi","requirements":"==6.2.1","direct":true,"kind":"runtime","optional":false},{"id":18431460895,"package_name":"torch_geometric","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":18431460896,"package_name":"open3d","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"point-voxel-generation/sphviz/pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:16.909Z","updated_at":"2024-06-05T19:53:16.909Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/sphviz/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"point-voxel-generation/sphviz/setup.py","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:17.293Z","updated_at":"2024-06-05T19:53:17.293Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/sphviz/setup.py","dependencies":[{"id":18431461241,"package_name":"sphtools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461242,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461243,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461244,"package_name":"pyvistaqt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461245,"package_name":"imageio-ffmpeg","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461246,"package_name":"PyQt5","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461247,"package_name":"more-itertools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461248,"package_name":"cmocean","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461249,"package_name":"pyacvd","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461250,"package_name":"pymeshfix","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461251,"package_name":"pygem","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461252,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461253,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461254,"package_name":"ffmpeg-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"point-voxel-generation/sphviz/sphtools.egg-info/requires.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:17.818Z","updated_at":"2024-06-05T19:53:17.818Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/point-voxel-generation/sphviz/sphtools.egg-info/requires.txt","dependencies":[{"id":18431461319,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461320,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461321,"package_name":"pyvistaqt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461322,"package_name":"imageio-ffmpeg","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461323,"package_name":"PyQt5","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461324,"package_name":"more-itertools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461325,"package_name":"cmocean","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461326,"package_name":"pymeshfix","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461327,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461328,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461329,"package_name":"ffmpeg-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"unconditional-diffusion/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:18.029Z","updated_at":"2024-06-05T19:53:18.029Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/unconditional-diffusion/requirements.txt","dependencies":[{"id":18431461331,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.16.0","direct":true,"kind":"runtime","optional":false},{"id":18431461332,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461333,"package_name":"datasets","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461334,"package_name":"diffusers","ecosystem":"pypi","requirements":"==0.27.2","direct":true,"kind":"runtime","optional":false},{"id":18431461335,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461336,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461337,"package_name":"Pillow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461338,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461339,"package_name":"torch","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":18431461340,"package_name":"torchvision","ecosystem":"pypi","requirements":"==0.18.0","direct":true,"kind":"runtime","optional":false},{"id":18431461341,"package_name":"pytorch-fid","ecosystem":"pypi","requirements":"==0.3.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"unet-models/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-05T19:53:18.407Z","updated_at":"2024-06-05T19:53:18.407Z","repository_link":"https://github.com/cardiacvision/diffusion/blob/main/unet-models/requirements.txt","dependencies":[{"id":18431461342,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.8.0","direct":true,"kind":"runtime","optional":false},{"id":18431461343,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461344,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461345,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18431461346,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-09T01:15:35.261Z","updated_at":"2025-10-07T08:39:30.356Z","avatar_url":"https://github.com/cardiacvision.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/167912","html_url":"https://science.ecosyste.ms/projects/167912"}