{"id":25248,"name":"viabel","description":"Efficient, lightweight variational inference and approximation bounds","url":"https://github.com/jhuggins/viabel","last_synced_at":"2025-09-05T02:41:55.795Z","repository":{"id":35963639,"uuid":"215426584","full_name":"jhuggins/viabel","owner":"jhuggins","description":"Efficient, lightweight variational inference and approximation bounds","archived":false,"fork":false,"pushed_at":"2023-12-01T16:10:53.000Z","size":41019,"stargazers_count":43,"open_issues_count":7,"forks_count":15,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-13T10:06:34.461Z","etag":null,"topics":["bayesian-inference","variational-inference"],"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/jhuggins.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"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":"2019-10-16T01:07:43.000Z","updated_at":"2025-02-09T22:07:16.000Z","dependencies_parsed_at":"2025-04-13T10:16:48.529Z","dependency_job_id":null,"html_url":"https://github.com/jhuggins/viabel","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/jhuggins/viabel","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhuggins","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/sbom","scorecard":{"id":519276,"data":{"date":"2025-08-11","repo":{"name":"github.com/jhuggins/viabel","commit":"7c6e5b1b4925fac0e157b7dc99f1329296efee69"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.6,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Code-Review","score":4,"reason":"Found 2/5 approved changesets -- score normalized to 4","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Vulnerabilities","score":0,"reason":"19 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2022-238 / GHSA-h3qr-fjhm-jphw","Warn: Project is vulnerable to: GHSA-29gw-9793-fvw7","Warn: Project is vulnerable to: PYSEC-2015-24 / GHSA-4vwq-x64q-j4cj","Warn: Project is vulnerable to: PYSEC-2017-46 / GHSA-66gw-5xpf-gfp5","Warn: Project is vulnerable to: PYSEC-2015-25 / GHSA-92mr-v722-f48m","Warn: Project is vulnerable to: PYSEC-2022-12 / GHSA-pq7m-3gw7-gq5x","Warn: Project is vulnerable to: PYSEC-2017-47","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2025-49 / GHSA-5rjg-fvgr-3xxf","Warn: Project is vulnerable to: GHSA-cx63-2mw6-8hw5","Warn: Project is vulnerable to: PYSEC-2022-43012 / GHSA-r9hx-vwmv-q579","Warn: Project is vulnerable to: GHSA-g7vv-2v7x-gj9p"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-20T02:33:50.219Z","repository_id":35963639,"created_at":"2025-08-20T02:33:50.220Z","updated_at":"2025-08-20T02:33:50.220Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273703326,"owners_count":25152999,"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":"jhuggins","name":"Jonathan Huggins","uuid":"627885","kind":"user","description":"","email":"","website":"http://jhhuggins.org","location":"Boston, MA","twitter":null,"company":"Boston University","icon_url":"https://avatars.githubusercontent.com/u/627885?u=048200aa475de2e9020b5af09e169032cec510c4\u0026v=4","repositories_count":1,"last_synced_at":"2023-03-03T08:36:42.217Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/jhuggins","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T20:31:35.973Z","updated_at":"2023-03-03T08:36:42.236Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhuggins","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhuggins/repositories"},"packages":[{"id":2963758,"name":"viabel","ecosystem":"pypi","description":"Efficient, lightweight variational inference and approximation bounds","homepage":"https://github.com/jhuggins/viabel/","licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/jhuggins/viabel","keywords_array":[],"namespace":null,"versions_count":7,"first_release_published_at":"2020-02-28T01:41:09.000Z","latest_release_published_at":"2022-09-09T18:19:56.000Z","latest_release_number":"0.5.1","last_synced_at":"2025-08-30T00:50:18.678Z","created_at":"2022-04-10T13:00:20.416Z","updated_at":"2025-08-30T00:50:18.678Z","registry_url":"https://pypi.org/project/viabel/","install_command":"pip install viabel --index-url https://pypi.org/simple","documentation_url":"https://viabel.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 2 - Pre-Alpha","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Natural Language :: English","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Mathematics"],"normalized_name":"viabel","project_status":null},"repo_metadata":{"id":35963639,"uuid":"215426584","full_name":"jhuggins/viabel","owner":"jhuggins","description":"Efficient, lightweight variational inference and approximation bounds","archived":false,"fork":false,"pushed_at":"2023-12-01T16:10:53.000Z","size":41019,"stargazers_count":37,"open_issues_count":6,"forks_count":14,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-07-04T11:38:45.193Z","etag":null,"topics":["bayesian-inference","variational-inference"],"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/jhuggins.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null}},"created_at":"2019-10-16T01:07:43.000Z","updated_at":"2024-05-18T02:18:43.000Z","dependencies_parsed_at":"2022-06-30T18:33:09.731Z","dependency_job_id":null,"html_url":"https://github.com/jhuggins/viabel","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhuggins","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":214707509,"owners_count":15773088,"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","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":"jhuggins","name":"Jonathan Huggins","uuid":"627885","kind":"user","description":"","email":"","website":"http://jhhuggins.org","location":"Boston, MA","twitter":null,"company":"Boston University","icon_url":"https://avatars.githubusercontent.com/u/627885?u=048200aa475de2e9020b5af09e169032cec510c4\u0026v=4","repositories_count":1,"last_synced_at":"2023-03-03T08:36:42.217Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/jhuggins","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T20:31:35.973Z","updated_at":"2023-03-03T08:36:42.236Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhuggins","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jhuggins/repositories"},"tags":[{"name":"v0.5.1","sha":"411b36f55aa290a90a8c4eca32becb9f19e504e5","kind":"commit","published_at":"2022-09-09T18:15:11.000Z","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/v0.5.1","html_url":"https://github.com/jhuggins/viabel/releases/tag/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.5.1/manifests"},{"name":"v0.5.0","sha":"d1be51734e4af66484819b956ecf3beac3e76e4a","kind":"commit","published_at":"2022-06-07T17:07:56.000Z","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/v0.5.0","html_url":"https://github.com/jhuggins/viabel/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.5.0/manifests"},{"name":"v0.4.2","sha":"e09d0419cbd4b6a84c468bff0b793d9e0173ef29","kind":"commit","published_at":"2021-02-06T19:05:33.000Z","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/v0.4.2","html_url":"https://github.com/jhuggins/viabel/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"8dae3cb128be8537aa5b21e5293dd3d79e9aeb1e","kind":"commit","published_at":"2020-11-30T14:33:40.000Z","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/v0.4.1","html_url":"https://github.com/jhuggins/viabel/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.4.1/manifests"},{"name":"v0.4.0","sha":"38bb80121c58726bfd40caffba72f2981771c73b","kind":"commit","published_at":"2020-11-20T19:17:25.000Z","download_url":"https://codeload.github.com/jhuggins/viabel/tar.gz/v0.4.0","html_url":"https://github.com/jhuggins/viabel/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/tags/v0.4.0/manifests"}]},"repo_metadata_updated_at":"2024-08-09T18:43:49.433Z","dependent_packages_count":0,"downloads":24,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":35.254729046173814,"dependent_repos_count":21.619800316896704,"dependent_packages_count":10.082087700208083,"stargazers_count":10.901424688492549,"forks_count":9.569431877617559,"docker_downloads_count":null,"average":17.485494725877743},"purl":"pkg:pypi/viabel","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/viabel","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/viabel","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/viabel/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-07-03T17:23:19.056Z","issues_count":14,"pull_requests_count":44,"avg_time_to_close_issue":950698.4,"avg_time_to_close_pull_request":641025.7380952381,"issues_closed_count":10,"pull_requests_closed_count":42,"pull_request_authors_count":7,"issue_authors_count":2,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":0.7727272727272727,"merged_pull_requests_count":36,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":8,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":431949.28571428574,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":7,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":1.25,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/issues","maintainers":[{"login":"jhuggins","count":35,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jhuggins"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/viabel/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/viabel/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/viabel/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/viabel/related_packages","maintainers":[{"uuid":"jhuggins","login":"jhuggins","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/jhuggins/","role":null,"created_at":"2022-11-19T21:13:05.394Z","updated_at":"2022-11-19T21:13:05.394Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/jhuggins/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724957,"maintainers_count":308283,"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":677957,"full_name":"jhuggins/viabel","default_branch":"master","committers":[{"name":"Jonathan Huggins","email":"jhuggins@mit.edu","count":95},{"name":"Manushi Welandawe","email":"manushiw@bu.edu","count":30},{"name":"Alejandro Catalina","email":"alecatfel@gmail.com","count":11},{"name":"Sihan Liu","email":"sihan@bu.edu","count":9},{"name":"akash dhaka","email":"akash.uee@gmail.com","count":6},{"name":"Manushi Welandawe","email":"manushiw@scc-bc3.scc.bu.edu","count":1}],"total_commits":152,"total_committers":6,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":25.333333333333332,"dds":0.375,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":"2023-03-20T04:33:34.163Z","last_synced_commit":"411b36f55aa290a90a8c4eca32becb9f19e504e5","created_at":"2023-03-09T10:44:43.906Z","updated_at":"2023-09-19T17:37:44.311Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/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":"jhuggins/viabel","html_url":"https://github.com/jhuggins/viabel","last_synced_at":"2024-08-09T18:43:49.516Z","status":null,"issues_count":14,"pull_requests_count":44,"avg_time_to_close_issue":950698.4,"avg_time_to_close_pull_request":641025.7380952381,"issues_closed_count":10,"pull_requests_closed_count":42,"pull_request_authors_count":7,"issue_authors_count":2,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":0.7727272727272727,"merged_pull_requests_count":36,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":383493.6,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":5,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.5,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"created_at":"2023-05-15T02:20:21.999Z","updated_at":"2025-09-02T09:05:30.319Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jhuggins%2Fviabel/issues","issue_labels_count":{"enhancement":8,"documentation":1},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":13,"NONE":1},"pull_request_author_associations_count":{"OWNER":22,"CONTRIBUTOR":19,"NONE":1},"issue_authors":{"jhuggins":13,"martiningram":1},"pull_request_authors":{"jhuggins":22,"Manushi22":8,"CyrusZhang73":4,"cdshrey":3,"Kwuin":2,"avehtari":1,"adhaka":1,"AlejandroCatalina":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10072190,"issues_count":31273742,"pull_requests_count":95552220,"authors_count":10689719,"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":{"NONE":1},"past_year_issue_authors":{},"past_year_pull_request_authors":{"avehtari":1},"maintainers":[{"login":"jhuggins","count":35,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jhuggins"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":3},"last_year":{"WatchEvent":3}},"keywords":["bayesian-inference","variational-inference"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2022-06-30T18:33:09.625Z","updated_at":"2022-06-30T18:33:09.625Z","repository_link":"https://github.com/jhuggins/viabel/blob/master/requirements-dev.txt","dependencies":[{"id":101433850,"package_name":"codecov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433851,"package_name":"coverage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433852,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433853,"package_name":"pystan","ecosystem":"pypi","requirements":"==2.19.1.1","direct":true,"kind":"runtime","optional":false},{"id":101433854,"package_name":"autoflake","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433855,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433856,"package_name":"isort","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-docs.txt","sha":null,"kind":"manifest","created_at":"2022-06-30T18:33:09.664Z","updated_at":"2022-06-30T18:33:09.664Z","repository_link":"https://github.com/jhuggins/viabel/blob/master/requirements-docs.txt","dependencies":[{"id":101433857,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=1.4","direct":true,"kind":"runtime","optional":false},{"id":101433858,"package_name":"ipython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433859,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433860,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433861,"package_name":"pystan","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433862,"package_name":"numpydoc","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433863,"package_name":"sphinx-copybutton","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433864,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433865,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433866,"package_name":"nbsphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433867,"package_name":"nbstripout","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-06-30T18:33:09.698Z","updated_at":"2022-06-30T18:33:09.698Z","repository_link":"https://github.com/jhuggins/viabel/blob/master/requirements.txt","dependencies":[{"id":101433868,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.13","direct":true,"kind":"runtime","optional":false},{"id":101433869,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433870,"package_name":"autograd","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433871,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":101433872,"package_name":"paragami","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2025-04-13T10:16:48.468Z","updated_at":"2025-04-13T10:16:48.468Z","repository_link":"https://github.com/jhuggins/viabel/blob/master/setup.py","dependencies":[]}],"score":8.961879012677683,"created_at":"2025-09-04T15:50:57.200Z","updated_at":"2025-10-07T08:11:31.547Z","avatar_url":"https://github.com/jhuggins.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":24,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/25248","html_url":"https://science.ecosyste.ms/projects/25248","bibtex_url":"https://science.ecosyste.ms/projects/25248/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/25248/export.apalike"}