{"id":20414,"name":"pyrkm","description":":zap::zap::zap: Restricted Kirchhoff Machines with python","url":"https://github.com/kirchhoff-machines/pyrkm","last_synced_at":"2025-09-05T00:36:17.751Z","repository":{"id":277334011,"uuid":"928211837","full_name":"Kirchhoff-Machines/pyrkm","owner":"Kirchhoff-Machines","description":":zap::zap::zap: Restricted Kirchhoff Machines with python","archived":false,"fork":false,"pushed_at":"2025-04-11T09:14:25.000Z","size":7466,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-23T05:59:13.724Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://kirchhoff-machines.github.io/pyrkm/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Kirchhoff-Machines.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2025-02-06T08:56:07.000Z","updated_at":"2025-04-11T09:12:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"e77ee216-88d9-4f50-87ae-fd041f515885","html_url":"https://github.com/Kirchhoff-Machines/pyrkm","commit_stats":null,"previous_names":["kirchhoff-machines/pyrkm"],"tags_count":2,"template":false,"template_full_name":"MALES-project/SpeckleCn2Profiler","purl":"pkg:github/Kirchhoff-Machines/pyrkm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kirchhoff-Machines","download_url":"https://codeload.github.com/Kirchhoff-Machines/pyrkm/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273695084,"owners_count":25151480,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"Kirchhoff-Machines","name":"Kirchhoff-Machines","uuid":"198040181","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/198040181?v=4","repositories_count":1,"last_synced_at":"2025-02-13T12:23:38.893Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Kirchhoff-Machines","funding_links":[],"total_stars":1,"followers":0,"following":0,"created_at":"2025-02-13T12:23:38.919Z","updated_at":"2025-02-13T12:23:38.919Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kirchhoff-Machines","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kirchhoff-Machines/repositories"},"packages":[{"id":8596609,"name":"pyrkm","ecosystem":"pypi","description":"Machines learning to do machine-learning","homepage":null,"licenses":"Apache 2.0 License","normalized_licenses":["Apache-1.1"],"repository_url":"https://github.com/Kirchhoff-Machines/pyrkm","keywords_array":["python","machine learning","boltzmann machine","physical learning","equilibrium propagation"],"namespace":null,"versions_count":8,"first_release_published_at":"2023-11-24T17:59:28.000Z","latest_release_published_at":"2025-02-16T09:01:39.000Z","latest_release_number":"0.0.8","last_synced_at":"2025-08-22T23:04:41.536Z","created_at":"2023-11-24T18:04:58.654Z","updated_at":"2025-08-23T05:59:14.383Z","registry_url":"https://pypi.org/project/pyrkm/","install_command":"pip install pyrkm --index-url https://pypi.org/simple","documentation_url":"https://pyrkm.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 2 - Pre-Alpha","Intended Audience :: Science/Research","License :: OSI Approved :: Apache Software License","Natural Language :: English","Operating System :: OS Independent","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering"],"normalized_name":"pyrkm","project_status":null},"repo_metadata":{"id":277334011,"uuid":"928211837","full_name":"Kirchhoff-Machines/pyrkm","owner":"Kirchhoff-Machines","description":":zap::zap::zap: Restricted Kirchhoff Machines with python","archived":false,"fork":false,"pushed_at":"2025-04-11T09:14:25.000Z","size":7466,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-20T01:10:47.465Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://kirchhoff-machines.github.io/pyrkm/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Kirchhoff-Machines.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2025-02-06T08:56:07.000Z","updated_at":"2025-04-11T09:12:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"e77ee216-88d9-4f50-87ae-fd041f515885","html_url":"https://github.com/Kirchhoff-Machines/pyrkm","commit_stats":null,"previous_names":["kirchhoff-machines/pyrkm"],"tags_count":2,"template":false,"template_full_name":"MALES-project/SpeckleCn2Profiler","purl":"pkg:github/Kirchhoff-Machines/pyrkm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kirchhoff-Machines","download_url":"https://codeload.github.com/Kirchhoff-Machines/pyrkm/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271745646,"owners_count":24813513,"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":"2025-08-23T02:00:09.327Z","response_time":69,"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":"Kirchhoff-Machines","name":"Kirchhoff-Machines","uuid":"198040181","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/198040181?v=4","repositories_count":1,"last_synced_at":"2025-02-13T12:23:38.893Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Kirchhoff-Machines","funding_links":[],"total_stars":1,"followers":0,"following":0,"created_at":"2025-02-13T12:23:38.919Z","updated_at":"2025-02-13T12:23:38.919Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kirchhoff-Machines","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kirchhoff-Machines/repositories"},"tags":[{"name":"0.0.8","sha":"6cce961f20a59189fd6a72c412d00abceec464f8","kind":"commit","published_at":"2025-02-16T09:00:56.000Z","download_url":"https://codeload.github.com/Kirchhoff-Machines/pyrkm/tar.gz/0.0.8","html_url":"https://github.com/Kirchhoff-Machines/pyrkm/releases/tag/0.0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Kirchhoff-Machines/pyrkm@0.0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/tags/0.0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/tags/0.0.8/manifests"},{"name":"0.0.7","sha":"bcba8a9c97d6ae7802fd5856d1ca182a6f0cbb9a","kind":"commit","published_at":"2025-02-13T12:51:01.000Z","download_url":"https://codeload.github.com/Kirchhoff-Machines/pyrkm/tar.gz/0.0.7","html_url":"https://github.com/Kirchhoff-Machines/pyrkm/releases/tag/0.0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Kirchhoff-Machines/pyrkm@0.0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/tags/0.0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/tags/0.0.7/manifests"}]},"repo_metadata_updated_at":"2025-08-23T05:59:14.383Z","dependent_packages_count":0,"downloads":33,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":67.41382312810612,"dependent_packages_count":10.02740418105131,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":38.72061365457871},"purl":"pkg:pypi/pyrkm","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pyrkm","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pyrkm","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pyrkm/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyrkm/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyrkm/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyrkm/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyrkm/related_packages","maintainers":[{"uuid":"SCiarella","login":"SCiarella","name":null,"email":null,"url":null,"packages_count":5,"html_url":"https://pypi.org/user/SCiarella/","role":null,"created_at":"2023-11-24T18:09:48.778Z","updated_at":"2023-11-24T18:09:48.778Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/SCiarella/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724943,"maintainers_count":308264,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","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":{"message":"Repository syncing started."},"issues_stats":{"full_name":"Kirchhoff-Machines/pyrkm","html_url":"https://github.com/Kirchhoff-Machines/pyrkm","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":"2025-08-31T00:25:06.495Z","updated_at":"2025-08-31T00:32:21.955Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kirchhoff-Machines%2Fpyrkm/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"CONTRIBUTOR":1},"pull_request_author_associations_count":{"CONTRIBUTOR":1},"issue_authors":{"SCiarella":1},"pull_request_authors":{"SCiarella":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10082304,"issues_count":31220387,"pull_requests_count":96069062,"authors_count":10694175,"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":{"CONTRIBUTOR":1},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":1},"past_year_issue_authors":{"SCiarella":1},"past_year_pull_request_authors":{"SCiarella":1},"maintainers":[],"active_maintainers":[]},"events":{"total":{"CreateEvent":3,"IssuesEvent":2,"ReleaseEvent":2,"WatchEvent":2,"PublicEvent":1,"PushEvent":25,"PullRequestEvent":2},"last_year":{"CreateEvent":3,"IssuesEvent":2,"ReleaseEvent":2,"WatchEvent":2,"PublicEvent":1,"PushEvent":25,"PullRequestEvent":2}},"keywords":[],"dependencies":[],"score":null,"created_at":"2025-09-04T15:50:51.820Z","updated_at":"2025-10-07T08:10:01.875Z","avatar_url":"https://github.com/Kirchhoff-Machines.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":33,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.14865380"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/20414","html_url":"https://science.ecosyste.ms/projects/20414","bibtex_url":"https://science.ecosyste.ms/projects/20414/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/20414/export.apalike"}