{"id":1792,"name":"PyEI","description":"PyEI: A Python package for ecological inference - Published in JOSS (2021)","url":"https://github.com/mggg/ecological-inference","last_synced_at":"2025-09-04T16:34:14.096Z","repository":{"id":41208025,"uuid":"281217219","full_name":"mggg/ecological-inference","owner":"mggg","description":"Ecological inference, in Python","archived":false,"fork":false,"pushed_at":"2025-06-18T17:03:07.000Z","size":31092,"stargazers_count":32,"open_issues_count":5,"forks_count":12,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-08-28T00:14:33.872Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/mggg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2020-07-20T20:18:28.000Z","updated_at":"2025-08-04T20:09:39.000Z","dependencies_parsed_at":"2024-02-11T23:29:30.582Z","dependency_job_id":"0cde2f82-eafc-4ceb-8fca-7193bb37ccf1","html_url":"https://github.com/mggg/ecological-inference","commit_stats":{"total_commits":321,"total_committers":10,"mean_commits":32.1,"dds":"0.28348909657320875","last_synced_commit":"8e6ddc3d5c2592fae5db99b6a04e03c384dd055a"},"previous_names":[],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/mggg/ecological-inference","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mggg","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/sbom","scorecard":{"id":639341,"data":{"date":"2025-08-11","repo":{"name":"github.com/mggg/ecological-inference","commit":"57fb968fe6cd625e44b95363412953c24a825ad5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"checks":[{"name":"Code-Review","score":4,"reason":"Found 5/11 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":"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":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Maintained","score":1,"reason":"2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: jobLevel 'contents' permission set to 'write': .github/workflows/python-package.yml:39","Warn: no topLevel permission defined: .github/workflows/python-package.yml:1"],"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":"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":"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/mggg/ecological-inference/python-package.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/mggg/ecological-inference/python-package.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package.yml:44: update your workflow using https://app.stepsecurity.io/secureworkflow/mggg/ecological-inference/python-package.yml/main?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:18","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:19","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   2 pipCommand dependencies pinned"],"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":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'main'"],"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":"12 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2024-48 / GHSA-fj7x-q9j7-g6q6","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","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-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108"],"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":"2025-08-21T10:14:19.366Z","repository_id":41208025,"created_at":"2025-08-21T10:14:19.366Z","updated_at":"2025-08-21T10:14:19.366Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273604284,"owners_count":25135671,"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":"mggg","name":"Metric Geometry and Gerrymandering Group","uuid":"42822281","kind":"organization","description":"A nonpartisan research organization studying applications of geometry and computing to U.S. redistricting. See also @mggg-states for data and @gerrymandr.","email":"engineering@mggg.org","website":"https://mggg.org","location":"Boston, MA","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/42822281?v=4","repositories_count":59,"last_synced_at":"2024-05-12T00:03:32.789Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mggg","funding_links":[],"total_stars":316,"followers":41,"following":0,"created_at":"2022-11-12T23:32:52.649Z","updated_at":"2024-05-12T00:03:46.328Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mggg","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mggg/repositories"},"packages":[{"id":2870317,"name":"pyei","ecosystem":"pypi","description":null,"homepage":"https://github.com/mggg/ecological-inference","licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mggg/ecological-inference","keywords_array":[],"namespace":null,"versions_count":13,"first_release_published_at":"2020-12-01T22:31:52.000Z","latest_release_published_at":"2025-06-18T17:03:05.000Z","latest_release_number":"1.1.4","last_synced_at":"2025-09-03T20:35:59.892Z","created_at":"2022-04-10T12:12:13.730Z","updated_at":"2025-09-03T20:35:59.892Z","registry_url":"https://pypi.org/project/pyei/","install_command":"pip install pyei --index-url https://pypi.org/simple","documentation_url":"https://pyei.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":[],"normalized_name":"pyei","project_status":null},"repo_metadata":{"id":41208025,"uuid":"281217219","full_name":"mggg/ecological-inference","owner":"mggg","description":"Ecological inference, in Python","archived":false,"fork":false,"pushed_at":"2025-06-18T17:03:07.000Z","size":31092,"stargazers_count":32,"open_issues_count":5,"forks_count":12,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-08-28T00:14:33.872Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/mggg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2020-07-20T20:18:28.000Z","updated_at":"2025-08-04T20:09:39.000Z","dependencies_parsed_at":"2024-02-11T23:29:30.582Z","dependency_job_id":"0cde2f82-eafc-4ceb-8fca-7193bb37ccf1","html_url":"https://github.com/mggg/ecological-inference","commit_stats":{"total_commits":321,"total_committers":10,"mean_commits":32.1,"dds":"0.28348909657320875","last_synced_commit":"8e6ddc3d5c2592fae5db99b6a04e03c384dd055a"},"previous_names":[],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/mggg/ecological-inference","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mggg","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/sbom","scorecard":{"id":639341,"data":{"date":"2025-08-11","repo":{"name":"github.com/mggg/ecological-inference","commit":"57fb968fe6cd625e44b95363412953c24a825ad5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"checks":[{"name":"Code-Review","score":4,"reason":"Found 5/11 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":"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":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Maintained","score":1,"reason":"2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: jobLevel 'contents' permission set to 'write': .github/workflows/python-package.yml:39","Warn: no topLevel permission defined: .github/workflows/python-package.yml:1"],"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":"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":"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/mggg/ecological-inference/python-package.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/mggg/ecological-inference/python-package.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/python-package.yml:44: update your workflow using https://app.stepsecurity.io/secureworkflow/mggg/ecological-inference/python-package.yml/main?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:18","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:19","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   2 pipCommand dependencies pinned"],"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":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'main'"],"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":"12 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2024-48 / GHSA-fj7x-q9j7-g6q6","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","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-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108"],"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":"2025-08-21T10:14:19.366Z","repository_id":41208025,"created_at":"2025-08-21T10:14:19.366Z","updated_at":"2025-08-21T10:14:19.366Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273341450,"owners_count":25088348,"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":"2025-09-02T02:00:09.530Z","response_time":77,"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":"mggg","name":"Metric Geometry and Gerrymandering Group","uuid":"42822281","kind":"organization","description":"A nonpartisan research organization studying applications of geometry and computing to U.S. redistricting. See also @mggg-states for data and @gerrymandr.","email":"engineering@mggg.org","website":"https://mggg.org","location":"Boston, MA","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/42822281?v=4","repositories_count":59,"last_synced_at":"2024-05-12T00:03:32.789Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mggg","funding_links":[],"total_stars":316,"followers":41,"following":0,"created_at":"2022-11-12T23:32:52.649Z","updated_at":"2024-05-12T00:03:46.328Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mggg","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mggg/repositories"},"tags":[{"name":"v1.1.4","sha":"57fb968fe6cd625e44b95363412953c24a825ad5","kind":"commit","published_at":"2025-06-18T16:56:33.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.1.4","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.4/manifests"},{"name":"v1.1.3","sha":"1cf8cd7bd10df82d3086fc4504d4b55467d733e4","kind":"commit","published_at":"2025-01-21T15:19:06.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.1.3","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.3/manifests"},{"name":"v1.1.2","sha":"c6197f26bd232bbf8b26a2f737fc4314afa73837","kind":"commit","published_at":"2024-12-11T02:09:17.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.1.2","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.2/manifests"},{"name":"v1.1.1","sha":"974f07ad10d0098c3684e843d8ead03974870191","kind":"commit","published_at":"2024-07-08T02:18:49.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.1.1","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.1/manifests"},{"name":"v1.1.0","sha":"dcb9e64bfd80ffc7d8b3abd89c841814c729c82d","kind":"commit","published_at":"2024-02-11T23:12:49.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.1.0","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.1.0/manifests"},{"name":"v1.0.1","sha":"e20c78fa953ad77712cc77472fe180b5fc139c08","kind":"commit","published_at":"2023-08-29T02:05:39.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.0.1","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.0.1/manifests"},{"name":"v1.0.0","sha":"3aa8f387642d7bdfdc2b12bfcc5abe7460fce740","kind":"commit","published_at":"2022-07-20T17:36:13.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v1.0.0","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v1.0.0/manifests"},{"name":"v0.1.4","sha":"195fae7e228d32391d46e70b82478594a38d715a","kind":"commit","published_at":"2022-04-25T20:30:09.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v0.1.4","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v0.1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v0.1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.4/manifests"},{"name":"v0.1.3","sha":"425e47416dc3247e3ca49768f54bb4ca2c958fdc","kind":"commit","published_at":"2022-01-18T15:07:54.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v0.1.3","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v0.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v0.1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.3/manifests"},{"name":"v0.1.2","sha":"7be26a36dde4ea379ce6dfdf7cf2b57e438924a5","kind":"commit","published_at":"2022-01-04T15:48:24.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v0.1.2","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v0.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v0.1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.2/manifests"},{"name":"v0.1.1","sha":"2f9fa9adb24ff635959890c73e5ed1d86483279f","kind":"commit","published_at":"2021-08-24T15:39:58.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/v0.1.1","html_url":"https://github.com/mggg/ecological-inference/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/v0.1.1/manifests"},{"name":"0.1.0","sha":"c812f52d2ab3a70f73f6126ec2c4cb69f9ac22f0","kind":"commit","published_at":"2021-05-05T20:37:33.000Z","download_url":"https://codeload.github.com/mggg/ecological-inference/tar.gz/0.1.0","html_url":"https://github.com/mggg/ecological-inference/releases/tag/0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mggg/ecological-inference@0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/tags/0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-09-03T02:51:22.159Z","dependent_packages_count":0,"downloads":47,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":26.02974551659956,"dependent_repos_count":21.878192032686414,"dependent_packages_count":9.642260191289813,"stargazers_count":13.11407845421247,"forks_count":10.927253523578866,"docker_downloads_count":null,"average":16.318305943673426},"purl":"pkg:pypi/pyei","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/pyei","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/pyei","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/pyei/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T12:35:58.578Z","issues_count":37,"pull_requests_count":78,"avg_time_to_close_issue":7018070.28125,"avg_time_to_close_pull_request":264477.5512820513,"issues_closed_count":32,"pull_requests_closed_count":78,"pull_request_authors_count":8,"issue_authors_count":12,"avg_comments_per_issue":1.3513513513513513,"avg_comments_per_pull_request":0.5384615384615384,"merged_pull_requests_count":77,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":60338.666666666664,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":6,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":1.1666666666666667,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":6,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/issues","maintainers":[{"login":"karink520","count":60,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/karink520"},{"login":"ColCarroll","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ColCarroll"},{"login":"amybecker","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/amybecker"},{"login":"chanelrichardson","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/chanelrichardson"},{"login":"jenni-niels","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jenni-niels"},{"login":"sunnymatt","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sunnymatt"}],"active_maintainers":[{"login":"ColCarroll","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ColCarroll"},{"login":"karink520","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/karink520"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyei/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyei/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyei/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/pyei/related_packages","maintainers":[{"uuid":"karinknudson","login":"karinknudson","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/karinknudson/","role":null,"created_at":"2023-02-25T03:30:48.456Z","updated_at":"2023-02-25T03:30:48.456Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/karinknudson/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724721,"maintainers_count":308192,"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":636131,"full_name":"mggg/ecological-inference","default_branch":"main","committers":[{"name":"Karin Knudson","email":"karink520@gmail.com","login":"karink520","count":252},{"name":"Gabe Schoenbach","email":"gabe.schoenbach@gmail.com","login":"gabeschoenbach","count":46},{"name":"Colin Carroll","email":"colcarroll@gmail.com","login":"ColCarroll","count":22},{"name":"Matthew Sun","email":"matthewkol186@gmail.com","login":null,"count":17},{"name":"Amy Becker","email":"amariah.becker@gmail.com","login":"amybecker","count":5},{"name":"Gabe Schoenbach","email":"gabe@gabesMBP.local","login":null,"count":2},{"name":"thomasweighill","email":"thomas.weighill@gmail.com","login":"thomasweighill","count":1},{"name":"ccthegreat313","email":"crichardson1399@gmail.com","login":"chanelrichardson","count":1},{"name":"Todd Hendricks","email":"hendricks.ta@gmail.com","login":"tahentx","count":1},{"name":"Peter","email":"27579114+peterrrock2","login":"peterrrock2","count":1},{"name":"JN","email":"jenniniels.matthews@gmail.com","login":"jenni-niels","count":1}],"total_commits":349,"total_committers":11,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":31.727272727272727,"dds":0.27793696275071633,"past_year_committers":[{"name":"colcarroll","email":"colcarroll@google.com","login":"ColCarroll","count":3},{"name":"Karin Knudson","email":"karink520@gmail.com","login":"karink520","count":2},{"name":"Peter","email":"27579114+peterrrock2","login":"peterrrock2","count":1}],"past_year_total_commits":6,"past_year_total_committers":3,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":2.0,"past_year_dds":0.5,"last_synced_at":"2025-08-07T06:38:43.440Z","last_synced_commit":"57fb968fe6cd625e44b95363412953c24a825ad5","created_at":"2023-03-09T08:37:39.696Z","updated_at":"2025-08-07T06:38:43.470Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-20T00:00:08.780Z","repositories_count":5479765,"commits_count":853307492,"contributors_count":31095130,"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":"mggg/ecological-inference","html_url":"https://github.com/mggg/ecological-inference","last_synced_at":"2025-08-31T12:35:58.578Z","status":null,"issues_count":37,"pull_requests_count":78,"avg_time_to_close_issue":7018070.28125,"avg_time_to_close_pull_request":264477.5512820513,"issues_closed_count":32,"pull_requests_closed_count":78,"pull_request_authors_count":8,"issue_authors_count":12,"avg_comments_per_issue":1.3513513513513513,"avg_comments_per_pull_request":0.5384615384615384,"merged_pull_requests_count":77,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":60338.666666666664,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":6,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":1.1666666666666667,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":6,"created_at":"2023-05-14T21:07:10.774Z","updated_at":"2025-09-03T06:50:03.800Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mggg%2Fecological-inference/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":27,"COLLABORATOR":10},"pull_request_author_associations_count":{"COLLABORATOR":70,"CONTRIBUTOR":12,"MEMBER":1},"issue_authors":{"matt-graham":16,"karink520":8,"pmyteh":2,"ColCarroll":2,"bblpo":2,"mitch-at-orika":1,"methyllorange":1,"catherinebrennan":1,"mdthaqif":1,"kam-stand":1,"MalavikaMukundan":1,"qu-genesis":1},"pull_request_authors":{"karink520":53,"ColCarroll":13,"gabeschoenbach":11,"amybecker":2,"tahentx":1,"chanelrichardson":1,"jenni-niels":1,"sunnymatt":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10068978,"issues_count":31212674,"pull_requests_count":95211468,"authors_count":10688660,"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":{"COLLABORATOR":8},"past_year_issue_authors":{"mdthaqif":1},"past_year_pull_request_authors":{"ColCarroll":6,"karink520":2},"maintainers":[{"login":"karink520","count":61,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/karink520"},{"login":"ColCarroll","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ColCarroll"},{"login":"amybecker","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/amybecker"},{"login":"chanelrichardson","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/chanelrichardson"},{"login":"jenni-niels","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jenni-niels"},{"login":"sunnymatt","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sunnymatt"}],"active_maintainers":[{"login":"ColCarroll","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ColCarroll"},{"login":"karink520","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/karink520"}]},"events":{"total":{"ReleaseEvent":2,"WatchEvent":5,"IssueCommentEvent":3,"PushEvent":5,"PullRequestEvent":8,"CreateEvent":4},"last_year":{"ReleaseEvent":2,"WatchEvent":5,"IssueCommentEvent":3,"PushEvent":5,"PullRequestEvent":8,"CreateEvent":4}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/python-package.yml","sha":null,"kind":"manifest","created_at":"2024-02-11T23:29:28.433Z","updated_at":"2024-02-11T23:29:28.433Z","repository_link":"https://github.com/mggg/ecological-inference/blob/main/.github/workflows/python-package.yml","dependencies":[{"id":16174728878,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":16174728879,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2024-02-11T23:29:28.441Z","updated_at":"2024-02-11T23:29:28.441Z","repository_link":"https://github.com/mggg/ecological-inference/blob/main/requirements-dev.txt","dependencies":[{"id":16174728880,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":16174728881,"package_name":"mypy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":16174728882,"package_name":"pylint","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":16174728883,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":16174728884,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-02-11T23:29:28.449Z","updated_at":"2024-02-11T23:29:28.449Z","repository_link":"https://github.com/mggg/ecological-inference/blob/main/requirements.txt","dependencies":[{"id":16174728885,"package_name":"pymc","ecosystem":"pypi","requirements":"\u003e=5.10.0","direct":true,"kind":"runtime","optional":false},{"id":16174728886,"package_name":"arviz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728887,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728888,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728889,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728890,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728891,"package_name":"graphviz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728892,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728893,"package_name":"jax","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728894,"package_name":"numpyro","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728901,"package_name":"jaxlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728902,"package_name":"numba","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16174728903,"package_name":"netCDF4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2024-02-11T23:29:30.570Z","updated_at":"2024-02-11T23:29:30.570Z","repository_link":"https://github.com/mggg/ecological-inference/blob/main/setup.py","dependencies":[]}],"score":9.900633483553221,"created_at":"2025-09-04T09:17:52.532Z","updated_at":"2025-10-07T08:04:34.878Z","avatar_url":"https://github.com/mggg.png","language":"Jupyter Notebook","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":47,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.03397"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/1792","html_url":"https://science.ecosyste.ms/projects/1792"}