{"id":54124,"name":"torchde","description":"PyTorch wrapper for Deep Density Estimation Models","url":"https://github.com/vahidzee/torchde","last_synced_at":"2025-09-05T13:19:29.827Z","repository":{"id":37477888,"uuid":"500374774","full_name":"vahidzee/torchde","owner":"vahidzee","description":"PyTorch wrapper for Deep Density Estimation Models","archived":false,"fork":false,"pushed_at":"2022-07-19T02:50:01.000Z","size":185,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-03T16:55:31.520Z","etag":null,"topics":["density-estimation","energy-based-model","masked-autoencoder","pytorch","sgld"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vahidzee.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-06-06T09:44:32.000Z","updated_at":"2023-08-23T11:17:33.000Z","dependencies_parsed_at":"2022-07-19T18:04:25.235Z","dependency_job_id":null,"html_url":"https://github.com/vahidzee/torchde","commit_stats":null,"previous_names":["vahidzee/mdade"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/vahidzee/torchde","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vahidzee","download_url":"https://codeload.github.com/vahidzee/torchde/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273761905,"owners_count":25163368,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"vahidzee","name":"Vahid Zehtab","uuid":"33608325","kind":"user","description":"Applied \u0026 Theoretical Deep Learning Researcher \r\nMSc. CS @ UofT | BSc. CE @ Sharif University of Technology","email":"","website":"https://zehtab.me/","location":"Toronto, ON","twitter":"vahid_zee","company":"University of Toronto","icon_url":"https://avatars.githubusercontent.com/u/33608325?u=aa4044af20b4178a7003781f92f4af2be5d3b64f\u0026v=4","repositories_count":21,"last_synced_at":"2023-03-05T04:04:01.428Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/vahidzee","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T05:41:09.458Z","updated_at":"2023-03-05T04:04:01.574Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vahidzee","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vahidzee/repositories"},"packages":[{"id":4499719,"name":"torchde","ecosystem":"pypi","description":"'torchde' offers a lightweight PyTorch toolbox for Deep Density Estimation Models","homepage":"https://github.com/vahidzee/deepde","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/vahidzee/torchde","keywords_array":["deep learning","pytorch","AI","density estimation","masked autoencoders","pixelcnn","autoregressive models"],"namespace":null,"versions_count":11,"first_release_published_at":"2022-07-07T01:19:08.000Z","latest_release_published_at":"2022-07-19T02:50:30.000Z","latest_release_number":"0.0.12","last_synced_at":"2025-09-03T08:02:15.679Z","created_at":"2022-07-07T01:20:46.712Z","updated_at":"2025-09-03T16:53:35.305Z","registry_url":"https://pypi.org/project/torchde/","install_command":"pip install torchde --index-url https://pypi.org/simple","documentation_url":"https://torchde.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","Environment :: Console","Intended Audience :: Developers","License :: OSI Approved :: MIT License","Natural Language :: English","Operating System :: OS Independent","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Image Recognition","Topic :: Scientific/Engineering :: Information Analysis"],"normalized_name":"torchde","project_status":null},"repo_metadata":{"id":37477888,"uuid":"500374774","full_name":"vahidzee/torchde","owner":"vahidzee","description":"PyTorch wrapper for Deep Density Estimation Models","archived":false,"fork":false,"pushed_at":"2022-07-19T02:50:01.000Z","size":185,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-27T21:45:53.013Z","etag":null,"topics":["density-estimation","energy-based-model","masked-autoencoder","pytorch","sgld"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vahidzee.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-06-06T09:44:32.000Z","updated_at":"2023-08-23T11:17:33.000Z","dependencies_parsed_at":"2022-07-19T18:04:25.235Z","dependency_job_id":null,"html_url":"https://github.com/vahidzee/torchde","commit_stats":null,"previous_names":["vahidzee/mdade"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/vahidzee/torchde","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vahidzee","download_url":"https://codeload.github.com/vahidzee/torchde/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273476856,"owners_count":25112605,"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":"2025-09-03T02:00:09.631Z","response_time":76,"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_record":{"login":"vahidzee","name":"Vahid Zehtab","uuid":"33608325","kind":"user","description":"Applied \u0026 Theoretical Deep Learning Researcher \r\nMSc. CS @ UofT | BSc. CE @ Sharif University of Technology","email":"","website":"https://zehtab.me/","location":"Toronto, ON","twitter":"vahid_zee","company":"University of Toronto","icon_url":"https://avatars.githubusercontent.com/u/33608325?u=aa4044af20b4178a7003781f92f4af2be5d3b64f\u0026v=4","repositories_count":21,"last_synced_at":"2023-03-05T04:04:01.428Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/vahidzee","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T05:41:09.458Z","updated_at":"2023-03-05T04:04:01.574Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vahidzee","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vahidzee/repositories"},"tags":[{"name":"v0.0.1","sha":"6ad2d17c089ecee7881ec9c60134623e0fe0394a","kind":"commit","published_at":"2022-06-21T14:33:26.000Z","download_url":"https://codeload.github.com/vahidzee/torchde/tar.gz/v0.0.1","html_url":"https://github.com/vahidzee/torchde/releases/tag/v0.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/vahidzee/torchde@v0.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/tags/v0.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/tags/v0.0.1/manifests"}]},"repo_metadata_updated_at":"2025-09-03T16:53:35.305Z","dependent_packages_count":0,"downloads":165,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":56.12009690289468,"dependent_repos_count":30.61104109666564,"dependent_packages_count":6.633233862033089,"stargazers_count":null,"forks_count":null,"average":31.121457287197803},"purl":"pkg:pypi/torchde","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/torchde","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/torchde","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/torchde/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-27T21:39:51.482Z","issues_count":1,"pull_requests_count":0,"avg_time_to_close_issue":44.0,"avg_time_to_close_pull_request":null,"issues_closed_count":1,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":44.0,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torchde/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torchde/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torchde/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/torchde/related_packages","maintainers":[{"uuid":"vahidzee","login":"vahidzee","name":null,"email":null,"url":null,"packages_count":8,"html_url":"https://pypi.org/user/vahidzee/","role":null,"created_at":"2023-02-25T23:54:32.142Z","updated_at":"2023-02-25T23:54:32.142Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/vahidzee/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725141,"maintainers_count":308365,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":1690991,"full_name":"vahidzee/torchde","default_branch":"main","committers":[{"name":"vahidzee","email":"vahid98zee@gmail.com","login":null,"count":63},{"name":"Vahid Zehtab","email":"33608325+vahidzee","login":"vahidzee","count":2}],"total_commits":65,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":32.5,"dds":0.03076923076923077,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2024-09-25T07:23:04.816Z","last_synced_commit":"3da4610ee5bd0fc8011dcd2f93b3b41faf503a86","created_at":"2024-09-04T21:34:35.042Z","updated_at":"2024-09-25T07:23:04.816Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"vahidzee/torchde","html_url":"https://github.com/vahidzee/torchde","last_synced_at":"2025-07-27T21:39:51.482Z","status":"error","issues_count":1,"pull_requests_count":0,"avg_time_to_close_issue":44.0,"avg_time_to_close_pull_request":null,"issues_closed_count":1,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":44.0,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-15T03:56:06.399Z","updated_at":"2025-09-02T14:24:05.114Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/vahidzee%2Ftorchde/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":1},"pull_request_author_associations_count":{},"issue_authors":{"dalphil":1},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10052440,"issues_count":30836523,"pull_requests_count":92374539,"authors_count":10519436,"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":{"NONE":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"dalphil":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":1,"ForkEvent":1},"last_year":{"IssuesEvent":1,"ForkEvent":1}},"keywords":["density-estimation","energy-based-model","masked-autoencoder","pytorch","sgld"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements/base.txt","sha":null,"kind":"manifest","created_at":"2022-07-19T18:04:24.610Z","updated_at":"2022-07-19T18:04:24.610Z","repository_link":"https://github.com/vahidzee/torchde/blob/main/requirements/base.txt","dependencies":[{"id":260477106,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.7.","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements/tools.txt","sha":null,"kind":"manifest","created_at":"2022-07-19T18:04:25.014Z","updated_at":"2022-07-19T18:04:25.014Z","repository_link":"https://github.com/vahidzee/torchde/blob/main/requirements/tools.txt","dependencies":[{"id":260480141,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":260480142,"package_name":"pytorch-lightning","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":260480143,"package_name":"jsonargparse","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":6.903747257584599,"created_at":"2025-09-04T15:51:29.795Z","updated_at":"2025-10-07T08:21:18.241Z","avatar_url":"https://github.com/vahidzee.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":165,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/54124","html_url":"https://science.ecosyste.ms/projects/54124","bibtex_url":"https://science.ecosyste.ms/projects/54124/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/54124/export.apalike"}