{"id":358335,"url":"https://github.com/VarIr/scikit-hubness/","last_synced_at":"2026-06-22T23:01:45.468Z","repository":{"id":35018589,"uuid":"193863864","full_name":"VarIr/scikit-hubness","owner":"VarIr","description":"A Python package for hubness analysis and high-dimensional data mining ","archived":false,"fork":false,"pushed_at":"2024-05-31T11:56:22.000Z","size":4034,"stargazers_count":45,"open_issues_count":15,"forks_count":9,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-10-20T23:15:33.637Z","etag":null,"topics":["approximate-nearest-neighbor-search","data-mining","data-science","high-dimensional-data","hubness","machine-learning","nearest-neighbor-search"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/VarIr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE.txt","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2019-06-26T08:33:14.000Z","updated_at":"2025-07-09T03:21:25.000Z","dependencies_parsed_at":"2025-04-14T17:04:01.376Z","dependency_job_id":"eff5e705-774d-4514-9902-16c863eaab04","html_url":"https://github.com/VarIr/scikit-hubness","commit_stats":null,"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"purl":"pkg:github/VarIr/scikit-hubness","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VarIr","download_url":"https://codeload.github.com/VarIr/scikit-hubness/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness/sbom","scorecard":{"id":147313,"data":{"date":"2025-08-11","repo":{"name":"github.com/VarIr/scikit-hubness","commit":"c36a058e67c34696182d3b8c5da089e287eb60bf"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.8,"checks":[{"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":0,"reason":"Found 0/15 approved changesets -- score normalized to 0","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":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/scikit-hubness_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":"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":"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":"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":"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/scikit-hubness_ci.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/VarIr/scikit-hubness/scikit-hubness_ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/scikit-hubness_ci.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/VarIr/scikit-hubness/scikit-hubness_ci.yml/main?enable=pin","Warn: pipCommand not pinned by hash: scripts/install-ngt.sh:29","Warn: pipCommand not pinned by hash: scripts/install-ngt.sh:51","Warn: pipCommand not pinned by hash: scripts/install-puffinn.sh:13","Warn: pipCommand not pinned by hash: scripts/install-puffinn.sh:30","Warn: pipCommand not pinned by hash: .github/workflows/scikit-hubness_ci.yml:35","Warn: pipCommand not pinned by hash: .github/workflows/scikit-hubness_ci.yml:36","Warn: pipCommand not pinned by hash: .github/workflows/scikit-hubness_ci.yml:44","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   7 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.txt:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"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":"Vulnerabilities","score":0,"reason":"16 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2022-238 / GHSA-h3qr-fjhm-jphw","Warn: Project is vulnerable to: PYSEC-2022-288 / GHSA-6hrg-qmvc-2xh8","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","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2017-74"],"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 29 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":"2025-08-16T09:38:39.804Z","repository_id":35018589,"created_at":"2025-08-16T09:38:39.804Z","updated_at":"2025-08-16T09:38:39.804Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281375326,"owners_count":26490219,"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":"2025-10-28T02:00:06.022Z","response_time":60,"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":"VarIr","name":"Roman Feldbauer","uuid":"9104721","kind":"user","description":"Researcher in bioinformatics and machine learning.\r\n\r\nAlumnus of\r\n@univieCUBE\r\n@OFAI","email":"","website":"https://www.feldbauer.cc","location":"Vienna, AT","twitter":null,"company":"@ProxygenTx","icon_url":"https://avatars.githubusercontent.com/u/9104721?u=e6d1bea40f781c73c9cac50defd3a6e7f5c3af7b\u0026v=4","repositories_count":2,"last_synced_at":"2023-03-02T22:20:36.451Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/VarIr","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T12:23:00.997Z","updated_at":"2023-03-02T22:20:36.490Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VarIr","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VarIr/repositories"},"packages":[],"commits":{"id":654713,"full_name":"VarIr/scikit-hubness","default_branch":"main","total_commits":275,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":137.5,"dds":0.0036363636363636598,"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":"2025-10-25T08:03:10.104Z","last_synced_commit":"c36a058e67c34696182d3b8c5da089e287eb60bf","created_at":"2023-03-09T09:41:32.730Z","updated_at":"2025-10-25T08:02:58.031Z","committers":[{"name":"Roman Feldbauer","email":"sci@feldbauer.org","login":"VarIr","count":274},{"name":"Silvan David Peter","email":"silvan@132.128-25.142.171.193.in-addr.arpa","login":null,"count":1}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-10-30T00:00:25.810Z","repositories_count":6090197,"commits_count":922432650,"contributors_count":35979016,"owners_count":1109823,"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":{"table":{"full_name":"VarIr/scikit-hubness","html_url":"https://github.com/VarIr/scikit-hubness","last_synced_at":"2025-08-31T19:41:24.734Z","status":"error","issues_count":40,"pull_requests_count":63,"avg_time_to_close_issue":9572643.111111112,"avg_time_to_close_pull_request":171214.50819672132,"issues_closed_count":27,"pull_requests_closed_count":61,"pull_request_authors_count":2,"issue_authors_count":12,"avg_comments_per_issue":3.0,"avg_comments_per_pull_request":1.2063492063492063,"merged_pull_requests_count":58,"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":"2023-05-14T23:34:03.452Z","updated_at":"2025-09-01T16:32:04.691Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/VarIr%2Fscikit-hubness/issues","issue_labels_count":{"table":{"enhancement":8,"bug":3,"documentation":1}},"pull_request_labels_count":{"table":{"enhancement":6,"bug":1,"documentation":1,"invalid":1}},"issue_author_associations_count":{"table":{"OWNER":20,"NONE":20}},"pull_request_author_associations_count":{"table":{"OWNER":63,"NONE":1}},"issue_authors":{"table":{"VarIr":20,"ivan-marroquin":9,"QueSabz":2,"davnn":1,"clkruse":1,"mrdrozdov":1,"eduamf":1,"j-bac":1,"jolespin":1,"BlaiseMuhirwa":1,"jlevy44":1,"ryEllison":1}},"pull_request_authors":{"table":{"VarIr":63,"sildater":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-10-31T00:00:39.152Z","repositories_count":11268006,"issues_count":35008910,"pull_requests_count":113612554,"authors_count":11042213,"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":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{}},"past_year_pull_request_author_associations_count":{"table":{}},"past_year_issue_authors":{"table":{}},"past_year_pull_request_authors":{"table":{}},"maintainers":[{"table":{"login":"VarIr","count":83,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/VarIr"}}],"active_maintainers":[]}},"events":{"total":{"WatchEvent":1},"last_year":{"WatchEvent":1}},"keywords":["approximate-nearest-neighbor-search","data-mining","data-science","high-dimensional-data","hubness","machine-learning","nearest-neighbor-search"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements-rtd.txt","sha":null,"kind":"manifest","created_at":"2022-08-08T04:00:27.019Z","updated_at":"2022-08-08T04:00:27.019Z","repository_link":"https://github.com/VarIr/scikit-hubness/blob/main/requirements-rtd.txt","dependencies":[{"id":623871569,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871570,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.2","direct":true,"kind":"runtime","optional":false},{"id":623871571,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871572,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871573,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=0.12","direct":true,"kind":"runtime","optional":false},{"id":623871574,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871575,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871576,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871577,"package_name":"codecov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871578,"package_name":"nose","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871579,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871580,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=2.1","direct":true,"kind":"runtime","optional":false},{"id":623871581,"package_name":"sphinx-automodapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871582,"package_name":"sphinx-gallery","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871583,"package_name":"sphinx-pdj-theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871584,"package_name":"mock","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871585,"package_name":"graphviz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871586,"package_name":"numpydoc","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-win.txt","sha":null,"kind":"manifest","created_at":"2022-08-08T04:00:27.043Z","updated_at":"2022-08-08T04:00:27.043Z","repository_link":"https://github.com/VarIr/scikit-hubness/blob/main/requirements-win.txt","dependencies":[{"id":623871594,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871595,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.2","direct":true,"kind":"runtime","optional":false},{"id":623871596,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871597,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871598,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=0.12","direct":true,"kind":"runtime","optional":false},{"id":623871599,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871600,"package_name":"nmslib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871601,"package_name":"annoy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871602,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871603,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871604,"package_name":"codecov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871605,"package_name":"nose","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871606,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-08T04:00:27.064Z","updated_at":"2022-08-08T04:00:27.064Z","repository_link":"https://github.com/VarIr/scikit-hubness/blob/main/requirements.txt","dependencies":[{"id":623871925,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871929,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.2","direct":true,"kind":"runtime","optional":false},{"id":623871932,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871934,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871936,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=0.12","direct":true,"kind":"runtime","optional":false},{"id":623871937,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871938,"package_name":"numba","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871939,"package_name":"annoy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871940,"package_name":"nmslib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871943,"package_name":"ngt","ecosystem":"pypi","requirements":"\u003e=1.8","direct":true,"kind":"runtime","optional":false},{"id":623871945,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871946,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871948,"package_name":"codecov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871950,"package_name":"nose","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":623871952,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/scikit-hubness_ci.yml","sha":null,"kind":"manifest","created_at":"2025-04-14T17:04:01.224Z","updated_at":"2025-04-14T17:04:01.224Z","repository_link":"https://github.com/VarIr/scikit-hubness/blob/main/.github/workflows/scikit-hubness_ci.yml","dependencies":[{"id":22685418239,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":22685418240,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-04-14T17:04:01.279Z","updated_at":"2025-04-14T17:04:01.279Z","repository_link":"https://github.com/VarIr/scikit-hubness/blob/main/pyproject.toml","dependencies":[]}],"score":4.787491742782046,"created_at":"2025-04-11T10:22:28.564Z","updated_at":"2026-06-22T23:01:45.468Z","avatar_url":"https://github.com/VarIr.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/358335","html_url":"https://summary.ecosyste.ms/projects/358335"}