{"id":2713,"name":"Pymer4","description":"Pymer4: Connecting R and Python for Linear Mixed Modeling - Published in JOSS (2018)","url":"https://github.com/ejolly/pymer4","last_synced_at":"2025-09-04T16:51:48.461Z","repository":{"id":20790928,"uuid":"90598701","full_name":"ejolly/pymer4","owner":"ejolly","description":"All the convenience of lme4 in python","archived":false,"fork":false,"pushed_at":"2025-08-22T04:05:57.000Z","size":10141,"stargazers_count":210,"open_issues_count":9,"forks_count":28,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-08-28T02:04:10.164Z","etag":null,"topics":["lme4","mixed-models","python"],"latest_commit_sha":null,"homepage":"http://eshinjolly.com/pymer4","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/ejolly.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","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,"zenodo":null}},"created_at":"2017-05-08T07:27:02.000Z","updated_at":"2025-08-23T14:15:36.000Z","dependencies_parsed_at":"2023-01-14T13:16:02.987Z","dependency_job_id":"075deaee-0bee-4789-a2ea-3718b9702324","html_url":"https://github.com/ejolly/pymer4","commit_stats":{"total_commits":313,"total_committers":7,"mean_commits":"44.714285714285715","dds":0.09904153354632583,"last_synced_commit":"4605b460e244621b56ef7786253de7f27e4fe77f"},"previous_names":[],"tags_count":16,"template":false,"template_full_name":null,"purl":"pkg:github/ejolly/pymer4","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejolly","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273523663,"owners_count":25120864,"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":{"login":"ejolly","name":"Eshin Jolly","uuid":"8481982","kind":"user","description":"","email":"","website":"https://eshinjolly.com","location":null,"twitter":"Eshjolly","company":null,"icon_url":"https://avatars.githubusercontent.com/u/8481982?u=374754047de60d5d2f7551a68848918a04fe8479\u0026v=4","repositories_count":103,"last_synced_at":"2024-11-03T02:51:27.739Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ejolly","funding_links":[],"total_stars":242,"followers":88,"following":96,"created_at":"2022-11-09T15:56:40.518Z","updated_at":"2024-11-03T02:51:27.740Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejolly","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejolly/repositories"},"packages":[{"id":2876227,"name":"pymer4","ecosystem":"pypi","description":"pymer4: all the convenience of lme4 in python","homepage":"http://eshinjolly.com/pymer4/","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/ejolly/pymer4","keywords_array":["statistics","multi-level-modeling","regression","analysis"],"namespace":null,"versions_count":20,"first_release_published_at":"2017-12-30T01:19:46.000Z","latest_release_published_at":"2025-05-28T02:12:49.000Z","latest_release_number":"0.9.2","last_synced_at":"2025-09-03T23:03:26.120Z","created_at":"2022-04-10T12:15:11.529Z","updated_at":"2025-09-04T10:07:27.844Z","registry_url":"https://pypi.org/project/pymer4/","install_command":"pip install pymer4 --index-url https://pypi.org/simple","documentation_url":"https://pymer4.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12"],"normalized_name":"pymer4","project_status":null},"repo_metadata":{"id":20790928,"uuid":"90598701","full_name":"ejolly/pymer4","owner":"ejolly","description":"All the convenience of lme4 in python","archived":false,"fork":false,"pushed_at":"2025-08-22T04:05:57.000Z","size":10141,"stargazers_count":210,"open_issues_count":9,"forks_count":28,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-08-28T02:04:10.164Z","etag":null,"topics":["lme4","mixed-models","python"],"latest_commit_sha":null,"homepage":"http://eshinjolly.com/pymer4","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/ejolly.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","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,"zenodo":null}},"created_at":"2017-05-08T07:27:02.000Z","updated_at":"2025-08-23T14:15:36.000Z","dependencies_parsed_at":"2023-01-14T13:16:02.987Z","dependency_job_id":"075deaee-0bee-4789-a2ea-3718b9702324","html_url":"https://github.com/ejolly/pymer4","commit_stats":{"total_commits":313,"total_committers":7,"mean_commits":"44.714285714285715","dds":0.09904153354632583,"last_synced_commit":"4605b460e244621b56ef7786253de7f27e4fe77f"},"previous_names":[],"tags_count":16,"template":false,"template_full_name":null,"purl":"pkg:github/ejolly/pymer4","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejolly","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273523663,"owners_count":25120864,"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":"ejolly","name":"Eshin Jolly","uuid":"8481982","kind":"user","description":"","email":"","website":"https://eshinjolly.com","location":null,"twitter":"Eshjolly","company":null,"icon_url":"https://avatars.githubusercontent.com/u/8481982?u=374754047de60d5d2f7551a68848918a04fe8479\u0026v=4","repositories_count":103,"last_synced_at":"2024-11-03T02:51:27.739Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ejolly","funding_links":[],"total_stars":242,"followers":88,"following":96,"created_at":"2022-11-09T15:56:40.518Z","updated_at":"2024-11-03T02:51:27.740Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejolly","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejolly/repositories"},"tags":[{"name":"v0.9.2","sha":"2f5b405f87516928c399e7b49be4f7c683250e5e","kind":"commit","published_at":"2025-05-28T01:51:19.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.9.2","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.9.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.9.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.9.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.9.2/manifests"},{"name":"v0.9.1","sha":"4944a73dc34b410ee584d96df5fd23bdb00e5dfb","kind":"commit","published_at":"2025-05-21T21:02:42.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.9.1","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.9.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.9.1/manifests"},{"name":"v0.9.0","sha":"2e040a87cc9821d3dc055c3b600ef468078eb5b6","kind":"commit","published_at":"2025-05-20T23:36:14.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.9.0","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.9.0/manifests"},{"name":"v0.8.2","sha":"7e8e29000c6617c88b6b6453151204f0ab4525d7","kind":"commit","published_at":"2024-04-07T01:54:41.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.8.2","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.8.2/manifests"},{"name":"v0.8.1","sha":"dbdeed00947c2f63565445e2a41ffceb058a22da","kind":"commit","published_at":"2023-09-08T17:19:32.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.8.1","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.8.1/manifests"},{"name":"v0.8.0","sha":"ae938ec7aa25098c69b2f312485e033c31e943e4","kind":"commit","published_at":"2022-12-09T22:39:41.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.8.0","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.8.0/manifests"},{"name":"v0.7.8","sha":"5292ce7b1bccb24238f9d7973320fa919078e130","kind":"commit","published_at":"2022-04-26T03:07:00.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.8","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.8/manifests"},{"name":"v0.7.7","sha":"a69732ba4dee81daa2ba990985e4f4c5ecf0885a","kind":"commit","published_at":"2021-10-27T20:10:54.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.7","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.7/manifests"},{"name":"v0.7.6","sha":"2f90f0f84b41c0bbc909f3976d9c2b320a83ca75","kind":"commit","published_at":"2021-10-08T00:35:46.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.6","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.6/manifests"},{"name":"v0.7.5","sha":"6c39ee87e95df06194582a1809afd361b2483ae2","kind":"commit","published_at":"2021-08-19T21:22:13.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.5","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.5/manifests"},{"name":"v0.7.4","sha":"1e91f48e2c9f4480f277620b52a5865a99b44535","kind":"commit","published_at":"2021-05-26T03:05:47.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.4","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.4/manifests"},{"name":"v0.7.3","sha":"4bb8f52590779eee9aa03196fa011a8d1bc8e380","kind":"commit","published_at":"2021-04-09T22:35:53.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.3","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.3/manifests"},{"name":"v0.7.2","sha":"a4d4efc3d9462e11aa2655848e8f239312953a18","kind":"commit","published_at":"2021-04-08T19:43:24.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.2","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.2/manifests"},{"name":"v0.7.1","sha":"7e98fa28f5fdc01e8f786e381179c6b36067ef90","kind":"commit","published_at":"2020-09-26T17:34:13.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/v0.7.1","html_url":"https://github.com/ejolly/pymer4/releases/tag/v0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@v0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/v0.7.1/manifests"},{"name":"0.6.0","sha":"786872b2c89de961df0ac6e927b063e1f6c97b4d","kind":"commit","published_at":"2018-11-19T03:38:37.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/0.6.0","html_url":"https://github.com/ejolly/pymer4/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/0.6.0/manifests"},{"name":"0.5.0","sha":"e30a276bf4d0d96d1830f1185ecb636e8a2d0764","kind":"commit","published_at":"2018-07-28T01:52:17.000Z","download_url":"https://codeload.github.com/ejolly/pymer4/tar.gz/0.5.0","html_url":"https://github.com/ejolly/pymer4/releases/tag/0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ejolly/pymer4@0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/tags/0.5.0/manifests"}]},"repo_metadata_updated_at":"2025-09-04T10:07:27.843Z","dependent_packages_count":1,"downloads":5269,"downloads_period":"last-month","dependent_repos_count":7,"rankings":{"downloads":4.88563429637953,"dependent_repos_count":5.545256571714904,"dependent_packages_count":4.778372240132306,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.069754369408913},"purl":"pkg:pypi/pymer4","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pymer4","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pymer4","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pymer4/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T17:12:52.334Z","issues_count":80,"pull_requests_count":36,"avg_time_to_close_issue":29725565.916666668,"avg_time_to_close_pull_request":4534622.9375,"issues_closed_count":72,"pull_requests_closed_count":32,"pull_request_authors_count":10,"issue_authors_count":47,"avg_comments_per_issue":1.9875,"avg_comments_per_pull_request":1.0555555555555556,"merged_pull_requests_count":22,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":9,"past_year_pull_requests_count":5,"past_year_avg_time_to_close_issue":2218008.0,"past_year_avg_time_to_close_pull_request":2279.6666666666665,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":3,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":5,"past_year_avg_comments_per_issue":0.3333333333333333,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":3,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/issues","maintainers":[{"login":"ejolly","count":37,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ejolly"}],"active_maintainers":[{"login":"ejolly","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ejolly"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pymer4/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pymer4/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pymer4/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pymer4/related_packages","maintainers":[{"uuid":"ejolly","login":"ejolly","name":null,"email":null,"url":null,"packages_count":6,"html_url":"https://pypi.org/user/ejolly/","role":null,"created_at":"2023-02-25T04:29:44.464Z","updated_at":"2023-02-25T04:29:44.464Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/ejolly/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724742,"maintainers_count":308195,"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":{"id":1428073,"full_name":"ejolly/pymer4","default_branch":"main","committers":[{"name":"ejolly","email":"eshin.jolly@gmail.com","login":"ejolly","count":315},{"name":"shotgunosine","email":"adenosine@gmail.com","login":"Shotgunosine","count":16},{"name":"Tom Urbach","email":"turbach@ucsd.edu","login":"turbach","count":6},{"name":"Andrea Manica","email":"am315@cam.ac.uk","login":"dramanica","count":5},{"name":"Anthony","email":"anthony_rose12@hotmail.com","login":"arose13","count":2},{"name":"jcheong0428","email":"jcheong0428@gmail.com","login":"jcheong0428","count":1},{"name":"Paul Bogdan","email":"paulcbogdan@gmail.com","login":"paulcbogdan","count":1}],"total_commits":346,"total_committers":7,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":49.42857142857143,"dds":0.08959537572254339,"past_year_committers":[{"name":"ejolly","email":"eshin.jolly@gmail.com","login":"ejolly","count":29},{"name":"Paul Bogdan","email":"paulcbogdan@gmail.com","login":"paulcbogdan","count":1},{"name":"Dylan Nielson","email":"adenosine@gmail.com","login":"Shotgunosine","count":1}],"past_year_total_commits":31,"past_year_total_committers":3,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":10.333333333333334,"past_year_dds":0.06451612903225812,"last_synced_at":"2025-08-07T08:13:58.648Z","last_synced_commit":"80f4b5308dc16b6f4908099d179de763658f15ec","created_at":"2023-10-26T05:45:11.045Z","updated_at":"2025-08-07T08:13:58.656Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-08T00:00:12.331Z","repositories_count":5415637,"commits_count":848636468,"contributors_count":30917626,"owners_count":904180,"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":"ejolly/pymer4","html_url":"https://github.com/ejolly/pymer4","last_synced_at":"2025-08-31T17:12:52.334Z","status":null,"issues_count":80,"pull_requests_count":36,"avg_time_to_close_issue":29725565.916666668,"avg_time_to_close_pull_request":4534622.9375,"issues_closed_count":72,"pull_requests_closed_count":32,"pull_request_authors_count":10,"issue_authors_count":47,"avg_comments_per_issue":1.9875,"avg_comments_per_pull_request":1.0555555555555556,"merged_pull_requests_count":22,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":9,"past_year_pull_requests_count":5,"past_year_avg_time_to_close_issue":2218008.0,"past_year_avg_time_to_close_pull_request":2279.6666666666665,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":3,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":5,"past_year_avg_comments_per_issue":0.3333333333333333,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":3,"created_at":"2025-04-11T11:35:19.023Z","updated_at":"2025-09-03T06:26:12.122Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejolly%2Fpymer4/issues","issue_labels_count":{"bug":22,"enhancement":22,"in progress":3,"docs":3,"help wanted":3,"known limitation":2,"investigating":2,"discussion":2,"future fix":2,"duplicate":1,"deprecated?":1,"priority":1,"revisit":1},"pull_request_labels_count":{"dependencies":2},"issue_author_associations_count":{"NONE":52,"OWNER":23,"CONTRIBUTOR":5},"pull_request_author_associations_count":{"CONTRIBUTOR":16,"OWNER":14,"NONE":7},"issue_authors":{"ejolly":23,"JohannesWiesner":4,"anbai106":3,"shanaadise":3,"sbSHA":2,"turbach":2,"savindi-wijenayaka":2,"sandy1729-swish":2,"paris007":1,"DaviYokogawa":1,"cameron-mccabe":1,"noahcreany":1,"leichtle":1,"ecoronado92":1,"cherepaha":1,"psyMingzheZhang":1,"samuelmull":1,"artembelopolsky":1,"LiangZhang2017":1,"simonruch":1,"paxtonfitzpatrick":1,"mservantufc":1,"ljchang":1,"amirt1994":1,"Jorsorokin":1,"allefeld":1,"Meganton":1,"paulcbogdan":1,"eliocpereira95":1,"rafamestre":1,"robpetrosino":1,"kenatcampbellmusclelab":1,"chpriya03":1,"mharms":1,"bwang482":1,"PuddleJumper2018":1,"dramanica":1,"pwsanders7":1,"benwhalley":1,"stajdini":1,"Shotgunosine":1,"mabaoweireadingene":1,"anhknguyen96":1,"rsuhendra":1,"Gattocrucco":1,"Beeskey":1,"Bio-zhanglei":1},"pull_request_authors":{"ejolly":14,"Shotgunosine":6,"turbach":6,"dramanica":3,"dependabot[bot]":2,"AndrewRidden-Harper":2,"paulcbogdan":1,"jcheong0428":1,"gcamargo1":1,"Ben-FCC":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10057093,"issues_count":30966287,"pull_requests_count":93489526,"authors_count":10684480,"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":{"enhancement":4,"bug":2},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":5,"OWNER":4},"past_year_pull_request_author_associations_count":{"OWNER":4,"NONE":1},"past_year_issue_authors":{"ejolly":4,"savindi-wijenayaka":2,"eliocpereira95":1,"kenatcampbellmusclelab":1,"mservantufc":1},"past_year_pull_request_authors":{"ejolly":4,"Ben-FCC":1},"maintainers":[{"login":"ejolly","count":37,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ejolly"}],"active_maintainers":[{"login":"ejolly","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ejolly"}]},"events":{"total":{"CreateEvent":6,"ReleaseEvent":3,"IssuesEvent":30,"WatchEvent":15,"DeleteEvent":11,"IssueCommentEvent":13,"PushEvent":86,"PullRequestEvent":8,"ForkEvent":2},"last_year":{"CreateEvent":6,"ReleaseEvent":3,"IssuesEvent":30,"WatchEvent":15,"DeleteEvent":11,"IssueCommentEvent":13,"PushEvent":86,"PullRequestEvent":9,"ForkEvent":2}},"keywords":["lme4","mixed-models","python"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-12T15:17:53.993Z","updated_at":"2022-07-12T15:17:53.993Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/requirements.txt","dependencies":[{"id":160019516,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.0","direct":true,"kind":"runtime","optional":false},{"id":160019517,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.0","direct":true,"kind":"runtime","optional":false},{"id":160019518,"package_name":"rpy2","ecosystem":"pypi","requirements":"\u003e=3.4.5,\u003c3.5.0","direct":true,"kind":"runtime","optional":false},{"id":160019519,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.10.0","direct":true,"kind":"runtime","optional":false},{"id":160019520,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.0","direct":true,"kind":"runtime","optional":false},{"id":160019521,"package_name":"patsy","ecosystem":"pypi","requirements":"\u003e=0.5.1","direct":true,"kind":"runtime","optional":false},{"id":160019522,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=0.14","direct":true,"kind":"runtime","optional":false},{"id":160019523,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.0","direct":true,"kind":"runtime","optional":false},{"id":160019524,"package_name":"deepdish","ecosystem":"pypi","requirements":"\u003e=0.3.6","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/Build.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:01.913Z","updated_at":"2023-01-14T13:16:01.913Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/.github/workflows/Build.yml","dependencies":[{"id":6897746337,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"059455a698430d8b68fa317268fa2e3da3492a98","direct":true,"kind":"composite","optional":false},{"id":6897746340,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6897746342,"package_name":"crazy-max/ghaction-github-pages","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6897746343,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false},{"id":6897746345,"package_name":"mxschmitt/action-tmate","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/Docs.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:02.065Z","updated_at":"2023-01-14T13:16:02.065Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/.github/workflows/Docs.yml","dependencies":[{"id":6897748694,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"059455a698430d8b68fa317268fa2e3da3492a98","direct":true,"kind":"composite","optional":false},{"id":6897748695,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6897748696,"package_name":"crazy-max/ghaction-github-pages","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/Install.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:02.403Z","updated_at":"2023-01-14T13:16:02.403Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/.github/workflows/Install.yml","dependencies":[{"id":6897751396,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"059455a698430d8b68fa317268fa2e3da3492a98","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/Tests.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:02.679Z","updated_at":"2023-01-14T13:16:02.679Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/.github/workflows/Tests.yml","dependencies":[{"id":6897753228,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"059455a698430d8b68fa317268fa2e3da3492a98","direct":true,"kind":"composite","optional":false},{"id":6897753229,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/manual_upload_conda.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:02.773Z","updated_at":"2023-01-14T13:16:02.773Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/.github/workflows/manual_upload_conda.yml","dependencies":[{"id":6897753284,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/manual_upload_pypi.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:02.849Z","updated_at":"2023-01-14T13:16:02.849Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/.github/workflows/manual_upload_pypi.yml","dependencies":[{"id":6897754376,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"059455a698430d8b68fa317268fa2e3da3492a98","direct":true,"kind":"composite","optional":false},{"id":6897754379,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6897754381,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2023-01-14T13:16:02.897Z","updated_at":"2023-01-14T13:16:02.897Z","repository_link":"https://github.com/ejolly/pymer4/blob/main/requirements-dev.txt","dependencies":[{"id":6897755513,"package_name":"black","ecosystem":"pypi","requirements":"==22.10.0","direct":true,"kind":"development","optional":false},{"id":6897755514,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755515,"package_name":"pytest-watch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755516,"package_name":"pytest-sugar","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755517,"package_name":"pycodestyle","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755518,"package_name":"ipdb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755519,"package_name":"pdbr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755520,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755521,"package_name":"sphinx_bootstrap_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":6897755522,"package_name":"sphinx-gallery","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]}],"score":15.906284395935083,"created_at":"2025-09-04T09:18:05.123Z","updated_at":"2025-10-07T08:04:41.652Z","avatar_url":"https://github.com/ejolly.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":5269,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.00862"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/2713","html_url":"https://science.ecosyste.ms/projects/2713"}