{"id":1875,"name":"netrd","description":"netrd: A library for network reconstruction and graph distances - Published in JOSS (2021)","url":"https://github.com/netsiphd/netrd","last_synced_at":"2025-09-04T16:35:51.629Z","repository":{"id":50222623,"uuid":"164946135","full_name":"netsiphd/netrd","owner":"netsiphd","description":"A library for network {reconstruction, distances, dynamics}","archived":false,"fork":false,"pushed_at":"2023-03-29T19:35:23.000Z","size":65196,"stargazers_count":170,"open_issues_count":15,"forks_count":43,"subscribers_count":10,"default_branch":"master","last_synced_at":"2025-08-28T00:18:48.611Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://netrd.readthedocs.io/en/latest/","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/netsiphd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2019-01-09T22:10:59.000Z","updated_at":"2025-06-04T14:03:37.000Z","dependencies_parsed_at":"2022-08-27T19:41:21.587Z","dependency_job_id":"3586265d-6994-434a-8ddb-706de053f324","html_url":"https://github.com/netsiphd/netrd","commit_stats":{"total_commits":452,"total_committers":25,"mean_commits":18.08,"dds":0.6438053097345133,"last_synced_commit":"750678fd69d98d8535532e09ea6ceaaf182609af"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/netsiphd/netrd","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/netsiphd","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/sbom","scorecard":{"id":681018,"data":{"date":"2025-08-11","repo":{"name":"github.com/netsiphd/netrd","commit":"c1c85aa1517de49d335fb3c0e62cc0edbc5c161b"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.8,"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/draft-pdf.yml:1","Warn: no topLevel permission defined: .github/workflows/python-ci.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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":"Code-Review","score":10,"reason":"all changesets reviewed","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":"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":"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/draft-pdf.yml:9: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/draft-pdf.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/draft-pdf.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/draft-pdf.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-ci.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/python-ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-ci.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/python-ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:29","Info:   0 out of   4 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   4 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":"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":"10 existing vulnerabilities detected","details":["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-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","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114"],"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 30 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":"2025-08-21T23:10:34.776Z","repository_id":50222623,"created_at":"2025-08-21T23:10:34.776Z","updated_at":"2025-08-21T23:10:34.776Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273506997,"owners_count":25118078,"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":"netsiphd","name":"NetSI PhD Students","uuid":"46543375","kind":"user","description":"","email":"","website":"http://networkscienceinstitute.org/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/46543375?u=a7ad71bded35322852f146d8c623675dbe3be415\u0026v=4","repositories_count":6,"last_synced_at":"2023-08-05T12:01:47.764Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/netsiphd","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-22T14:41:59.582Z","updated_at":"2023-08-05T12:01:47.773Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/netsiphd","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/netsiphd/repositories"},"packages":[{"id":2817357,"name":"netrd","ecosystem":"pypi","description":"netrd: A library for network {reconstruction, distances, dynamics}","homepage":"https://github.com/netsiphd/netrd","licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/netsiphd/netrd","keywords_array":[],"namespace":null,"versions_count":9,"first_release_published_at":"2019-05-23T20:01:51.000Z","latest_release_published_at":"2021-06-01T02:34:38.000Z","latest_release_number":"0.3.0","last_synced_at":"2025-09-03T20:40:42.831Z","created_at":"2022-04-10T11:44:24.485Z","updated_at":"2025-09-04T07:00:19.375Z","registry_url":"https://pypi.org/project/netrd/","install_command":"pip install netrd --index-url https://pypi.org/simple","documentation_url":"https://netrd.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"netrd","project_status":null},"repo_metadata":{"id":50222623,"uuid":"164946135","full_name":"netsiphd/netrd","owner":"netsiphd","description":"A library for network {reconstruction, distances, dynamics}","archived":false,"fork":false,"pushed_at":"2023-03-29T19:35:23.000Z","size":65196,"stargazers_count":170,"open_issues_count":15,"forks_count":43,"subscribers_count":10,"default_branch":"master","last_synced_at":"2025-08-28T00:18:48.611Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://netrd.readthedocs.io/en/latest/","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/netsiphd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2019-01-09T22:10:59.000Z","updated_at":"2025-06-04T14:03:37.000Z","dependencies_parsed_at":"2022-08-27T19:41:21.587Z","dependency_job_id":"3586265d-6994-434a-8ddb-706de053f324","html_url":"https://github.com/netsiphd/netrd","commit_stats":{"total_commits":452,"total_committers":25,"mean_commits":18.08,"dds":0.6438053097345133,"last_synced_commit":"750678fd69d98d8535532e09ea6ceaaf182609af"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/netsiphd/netrd","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/netsiphd","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/sbom","scorecard":{"id":681018,"data":{"date":"2025-08-11","repo":{"name":"github.com/netsiphd/netrd","commit":"c1c85aa1517de49d335fb3c0e62cc0edbc5c161b"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.8,"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/draft-pdf.yml:1","Warn: no topLevel permission defined: .github/workflows/python-ci.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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":"Code-Review","score":10,"reason":"all changesets reviewed","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":"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":"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/draft-pdf.yml:9: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/draft-pdf.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/draft-pdf.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/draft-pdf.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/draft-pdf.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-ci.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/python-ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-ci.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/netsiphd/netrd/python-ci.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/python-ci.yml:29","Info:   0 out of   4 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   4 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":"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":"10 existing vulnerabilities detected","details":["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-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","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114"],"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 30 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":"2025-08-21T23:10:34.776Z","repository_id":50222623,"created_at":"2025-08-21T23:10:34.776Z","updated_at":"2025-08-21T23:10:34.776Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273506997,"owners_count":25118078,"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":"netsiphd","name":"NetSI PhD Students","uuid":"46543375","kind":"user","description":"","email":"","website":"http://networkscienceinstitute.org/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/46543375?u=a7ad71bded35322852f146d8c623675dbe3be415\u0026v=4","repositories_count":6,"last_synced_at":"2023-08-05T12:01:47.764Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/netsiphd","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-22T14:41:59.582Z","updated_at":"2023-08-05T12:01:47.773Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/netsiphd","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/netsiphd/repositories"},"tags":[{"name":"v0.2.2","sha":"3b81e8c7e53d458926eea5244af69cea732f70ce","kind":"commit","published_at":"2020-09-30T18:39:08.000Z","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/v0.2.2","html_url":"https://github.com/netsiphd/netrd/releases/tag/v0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/netsiphd/netrd@v0.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.2/manifests"},{"name":"v0.2.1-1","sha":"4a2d442d064b40806e108e38b48686cdc0ac648c","kind":"commit","published_at":"2019-11-01T18:58:53.000Z","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/v0.2.1-1","html_url":"https://github.com/netsiphd/netrd/releases/tag/v0.2.1-1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/netsiphd/netrd@v0.2.1-1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.1-1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.1-1/manifests"},{"name":"v0.2.1","sha":"b2cea8209bdd7313b780f8aea0452c089430f5c2","kind":"commit","published_at":"2019-10-31T23:02:44.000Z","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/v0.2.1","html_url":"https://github.com/netsiphd/netrd/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/netsiphd/netrd@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"b8d5c8c68ddf3cd7ef62e989a813643f645e03db","kind":"commit","published_at":"2019-10-13T13:03:06.000Z","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/v0.2.0","html_url":"https://github.com/netsiphd/netrd/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/netsiphd/netrd@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.2.0/manifests"},{"name":"v0.1.1","sha":"03288a1bfad04ccf9502142f3f038e79fc466759","kind":"commit","published_at":"2019-06-18T14:39:15.000Z","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/v0.1.1","html_url":"https://github.com/netsiphd/netrd/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/netsiphd/netrd@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"a03f5422f0fdd9552bbce9d70d28021f81d0a11c","kind":"commit","published_at":"2019-05-24T14:54:50.000Z","download_url":"https://codeload.github.com/netsiphd/netrd/tar.gz/v0.1.0","html_url":"https://github.com/netsiphd/netrd/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/netsiphd/netrd@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-09-04T07:00:19.375Z","dependent_packages_count":0,"downloads":146,"downloads_period":"last-month","dependent_repos_count":5,"rankings":{"downloads":17.83162538187397,"dependent_repos_count":6.635294117647058,"dependent_packages_count":10.032368031403879,"stargazers_count":5.79221926990376,"forks_count":6.335112590636897,"docker_downloads_count":null,"average":9.325323878293114},"purl":"pkg:pypi/netrd","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/netrd","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/netrd","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/netrd/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T19:03:38.965Z","issues_count":32,"pull_requests_count":68,"avg_time_to_close_issue":5612402.80952381,"avg_time_to_close_pull_request":507627.6417910448,"issues_closed_count":21,"pull_requests_closed_count":67,"pull_request_authors_count":8,"issue_authors_count":3,"avg_comments_per_issue":3.15625,"avg_comments_per_pull_request":1.897058823529412,"merged_pull_requests_count":64,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/issues","maintainers":[{"login":"sdmccabe","count":75,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sdmccabe"},{"login":"jkbren","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jkbren"},{"login":"leotrs","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/leotrs"},{"login":"tlarock","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tlarock"},{"login":"netsiphd","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/netsiphd"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/netrd/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/netrd/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/netrd/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/netrd/related_packages","maintainers":[{"uuid":"leotrs","login":"leotrs","name":null,"email":null,"url":null,"packages_count":4,"html_url":"https://pypi.org/user/leotrs/","role":null,"created_at":"2023-02-24T19:06:58.746Z","updated_at":"2023-02-24T19:06:58.746Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/leotrs/packages"},{"uuid":"sdmccabe","login":"sdmccabe","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/sdmccabe/","role":null,"created_at":"2023-02-24T19:06:58.754Z","updated_at":"2023-02-24T19:06:58.754Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/sdmccabe/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":617651,"full_name":"netsiphd/netrd","default_branch":"master","committers":[{"name":"sdmccabe@github.com","email":"stefanmccabe@gmail.com","login":"sdmccabe","count":202},{"name":"leotrs","email":"leo@leotrs.com","login":"leotrs","count":48},{"name":"Tim LaRock","email":"timothylarock@gmail.com","login":"tlarock","count":46},{"name":"Brennan Klein","email":"brennan@Brennans-MacBook-Pro.local","login":null,"count":38},{"name":"chiahungyang","email":"yang.chi@husky.neu.edu","login":null,"count":21},{"name":"Brennan Klein","email":"klein.br@husky.neu.edu","login":null,"count":18},{"name":"Guillaume St-Onge","email":"guillaume.st-onge.4@ulaval.ca","login":null,"count":17},{"name":"Andy Mellor","email":"mellor91@hotmail.co.uk","login":"empiricalstateofmind","count":10},{"name":"charlesmurphy1","email":"charles.murphy.1@ulaval.ca","login":"charlesmurphy1","count":10},{"name":"Harry Hartle","email":"hth@Harrys-MacBook-Pro.local","login":null,"count":8},{"name":"Carolina Mattsson","email":"mattsson.c@husky.neu.edu","login":null,"count":8},{"name":"David Saffo","email":"saffo.d@husky.neu.edu","login":"dsaffo","count":8},{"name":"Chia-Hung Yang","email":"45858729+chiahungyang","login":"chiahungyang","count":3},{"name":"Ryan J. Gallagher","email":"ryanjgallag@gmail.com","login":"ryanjgallagher","count":3},{"name":"Jessica","email":"jessicatdavis16@gmail.com","login":"jessica-davis","count":2},{"name":"Matteo Chinazzi","email":"matteo.chinazzi@gmail.com","login":"mattk7","count":2},{"name":"Alex Gates","email":"ajgates42@gmail.com","login":"ajgates42","count":2},{"name":"rer","email":"rer@ccs.neu.edu","login":null,"count":2},{"name":"Anton Tsitsulin","email":"aatsitsulin@gmail.com","login":"xgfs","count":1},{"name":"Brennan Klein","email":"brennanjamesklein@gmail.com","login":"jkbren","count":1},{"name":"DJ Passey","email":"djpasseyjr@gmail.com","login":"djpasseyjr","count":1},{"name":"Keigo Kusumegi","email":"53126929+Keygoksmg","login":"Keygoksmg","count":1},{"name":"NetSI PhD Students","email":"46543375+netsiphd","login":"netsiphd","count":1},{"name":"netisiphd","email":"46543375+netisiphd","login":"netisiphd","count":1}],"total_commits":454,"total_committers":24,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":18.916666666666668,"dds":0.5550660792951542,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-08-07T06:41:11.248Z","last_synced_commit":"c1c85aa1517de49d335fb3c0e62cc0edbc5c161b","created_at":"2023-03-09T07:46:10.886Z","updated_at":"2025-08-07T06:41:11.248Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-27T00:00:29.048Z","repositories_count":5479765,"commits_count":853308191,"contributors_count":31095157,"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":"netsiphd/netrd","html_url":"https://github.com/netsiphd/netrd","last_synced_at":"2025-08-31T19:03:38.965Z","status":"error","issues_count":32,"pull_requests_count":68,"avg_time_to_close_issue":5612402.80952381,"avg_time_to_close_pull_request":507627.6417910448,"issues_closed_count":21,"pull_requests_closed_count":67,"pull_request_authors_count":8,"issue_authors_count":3,"avg_comments_per_issue":3.15625,"avg_comments_per_pull_request":1.897058823529412,"merged_pull_requests_count":64,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-14T18:30:47.490Z","updated_at":"2025-08-31T19:03:38.965Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/netsiphd%2Fnetrd/issues","issue_labels_count":{"enhancement":12,"bug":5,"question":4,"help wanted":3,"good first issue":1},"pull_request_labels_count":{},"issue_author_associations_count":{"COLLABORATOR":32},"pull_request_author_associations_count":{"COLLABORATOR":62,"CONTRIBUTOR":5,"OWNER":1},"issue_authors":{"sdmccabe":28,"leotrs":3,"jkbren":1},"pull_request_authors":{"sdmccabe":47,"jkbren":12,"chiahungyang":3,"leotrs":2,"tlarock":1,"Keygoksmg":1,"djpasseyjr":1,"netsiphd":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.986Z","repositories_count":10042861,"issues_count":30659435,"pull_requests_count":91425827,"authors_count":10433306,"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":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"sdmccabe","count":75,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sdmccabe"},{"login":"jkbren","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jkbren"},{"login":"leotrs","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/leotrs"},{"login":"tlarock","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tlarock"},{"login":"netsiphd","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/netsiphd"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":5},"last_year":{"WatchEvent":5}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-27T19:41:21.422Z","updated_at":"2022-08-27T19:41:21.422Z","repository_link":"https://github.com/netsiphd/netrd/blob/master/requirements.txt","dependencies":[{"id":2953425995,"package_name":"networkx","ecosystem":"pypi","requirements":"\u003e=2.2.0","direct":true,"kind":"runtime","optional":false},{"id":2953425996,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.0","direct":true,"kind":"runtime","optional":false},{"id":2953425997,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.0.0","direct":true,"kind":"runtime","optional":false},{"id":2953425998,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.18.2","direct":true,"kind":"runtime","optional":false},{"id":2953425999,"package_name":"numpydoc","ecosystem":"pypi","requirements":"\u003e=0.9","direct":true,"kind":"runtime","optional":false},{"id":2953426000,"package_name":"ortools","ecosystem":"pypi","requirements":"\u003e=6.7","direct":true,"kind":"runtime","optional":false},{"id":2953426001,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":2953426002,"package_name":"Sphinx","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false}]}],"score":13.428847576818706,"created_at":"2025-09-04T09:17:53.569Z","updated_at":"2025-10-07T08:04:35.406Z","avatar_url":"https://github.com/netsiphd.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":146,"funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.02990","http://doi.org/10.1098/rspa.2019.0744"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/1875","html_url":"https://science.ecosyste.ms/projects/1875"}