{"id":37076,"name":"tensorflow-recommenders","description":"TensorFlow Recommenders is a library for building recommender system models using TensorFlow.","url":"https://github.com/tensorflow/recommenders","last_synced_at":"2025-09-05T07:18:53.044Z","repository":{"id":37057943,"uuid":"275252389","full_name":"tensorflow/recommenders","owner":"tensorflow","description":"TensorFlow Recommenders is a library for building recommender system models using TensorFlow.","archived":false,"fork":false,"pushed_at":"2025-07-29T00:52:52.000Z","size":1960,"stargazers_count":1973,"open_issues_count":279,"forks_count":293,"subscribers_count":49,"default_branch":"main","last_synced_at":"2025-09-02T00:35:16.813Z","etag":null,"topics":["recommender","recommender-system","tensorflow","tensorflow-recommenders"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tensorflow.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-06-26T21:38:01.000Z","updated_at":"2025-08-30T06:45:07.000Z","dependencies_parsed_at":"2023-02-18T02:30:48.473Z","dependency_job_id":"684f8f01-0533-4e7c-b177-32d3d68219f7","html_url":"https://github.com/tensorflow/recommenders","commit_stats":{"total_commits":329,"total_committers":43,"mean_commits":7.651162790697675,"dds":0.60790273556231,"last_synced_commit":"151a970f04760cbfe075689a2706386355ff2f53"},"previous_names":[],"tags_count":17,"template":false,"template_full_name":null,"purl":"pkg:github/tensorflow/recommenders","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/sbom","scorecard":{"id":873961,"data":{"date":"2025-08-11","repo":{"name":"github.com/tensorflow/recommenders","commit":"e7b33ad9ff82d14cbf74bee61c1b9cfde7a5c566"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.5,"checks":[{"name":"Code-Review","score":6,"reason":"Found 18/30 approved changesets -- score normalized to 6","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":"Maintained","score":0,"reason":"1 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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/pylint-presubmit.yml:1","Warn: no topLevel permission defined: .github/workflows/test.yaml: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":"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/pylint-presubmit.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/pylint-presubmit.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pylint-presubmit.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/pylint-presubmit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pylint-presubmit.yml:38: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/pylint-presubmit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test.yaml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/test.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test.yaml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/test.yaml/main?enable=pin","Warn: pipCommand not pinned by hash: tools/build_scripts/utils.sh:7","Warn: pipCommand not pinned by hash: tools/build_scripts/utils.sh:9","Warn: pipCommand not pinned by hash: tools/build_scripts/utils.sh:11","Warn: pipCommand not pinned by hash: .github/workflows/pylint-presubmit.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/pylint-presubmit.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/test.yaml:21","Warn: pipCommand not pinned by hash: .github/workflows/test.yaml:22","Warn: pipCommand not pinned by hash: .github/workflows/test.yaml:23","Info:   0 out of   4 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   8 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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: 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":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"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":"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":"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":"SAST","score":1,"reason":"SAST tool is not run on all commits -- score normalized to 1","details":["Warn: 2 commits out of 12 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":"2025-08-24T05:14:29.192Z","repository_id":37057943,"created_at":"2025-08-24T05:14:29.192Z","updated_at":"2025-08-24T05:14:29.192Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273724249,"owners_count":25156498,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"tensorflow","name":"tensorflow","uuid":"15658638","kind":"organization","description":"","email":"github-admin@tensorflow.org","website":"http://www.tensorflow.org","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/15658638?v=4","repositories_count":107,"last_synced_at":"2025-09-02T00:27:30.126Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/tensorflow","funding_links":[],"total_stars":489610,"followers":19431,"following":0,"created_at":"2022-11-02T16:22:56.353Z","updated_at":"2025-09-02T00:27:30.127Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow/repositories"},"packages":[{"id":10372420,"name":"github.com/tensorflow/recommenders","ecosystem":"go","description":null,"homepage":null,"licenses":"apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/tensorflow/recommenders","keywords_array":[],"namespace":null,"versions_count":17,"first_release_published_at":"2024-06-15T04:22:03.248Z","latest_release_published_at":"2023-02-03T01:09:31.000Z","latest_release_number":"v0.7.3","last_synced_at":"2025-08-21T01:04:48.062Z","created_at":"2024-06-15T04:21:44.751Z","updated_at":"2025-08-21T01:04:48.062Z","registry_url":"https://pkg.go.dev/github.com/tensorflow/recommenders","install_command":"go get github.com/tensorflow/recommenders","documentation_url":"https://pkg.go.dev/github.com/tensorflow/recommenders#section-documentation","metadata":{},"repo_metadata":{"id":37057943,"uuid":"275252389","full_name":"tensorflow/recommenders","owner":"tensorflow","description":"TensorFlow Recommenders is a library for building recommender system models using TensorFlow.","archived":false,"fork":false,"pushed_at":"2024-05-03T19:51:28.000Z","size":857,"stargazers_count":1758,"open_issues_count":248,"forks_count":262,"subscribers_count":48,"default_branch":"main","last_synced_at":"2024-05-15T01:48:00.497Z","etag":null,"topics":["recommender","recommender-system","tensorflow","tensorflow-recommenders"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tensorflow.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2020-06-26T21:38:01.000Z","updated_at":"2024-05-10T02:42:52.000Z","dependencies_parsed_at":"2023-02-18T02:30:48.473Z","dependency_job_id":"684f8f01-0533-4e7c-b177-32d3d68219f7","html_url":"https://github.com/tensorflow/recommenders","commit_stats":{"total_commits":311,"total_committers":41,"mean_commits":7.585365853658536,"dds":0.585209003215434,"last_synced_commit":"5557f0934c1b0d7bf3ea46a0c48e334d868887a4"},"previous_names":[],"tags_count":17,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":207198210,"owners_count":14684916,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"repo_metadata_updated_at":"2024-06-15T04:36:24.610Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":6.952098700724789,"dependent_packages_count":6.514682041123589,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":6.733390370924189},"purl":"pkg:golang/github.com/tensorflow/recommenders","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/tensorflow/recommenders","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/tensorflow/recommenders","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/tensorflow/recommenders/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-05-14T20:15:24.905Z","issues_count":128,"pull_requests_count":40,"avg_time_to_close_issue":2178284.625,"avg_time_to_close_pull_request":2694476.9696969697,"issues_closed_count":40,"pull_requests_closed_count":33,"pull_request_authors_count":10,"issue_authors_count":85,"avg_comments_per_issue":3.890625,"avg_comments_per_pull_request":0.775,"merged_pull_requests_count":11,"bot_issues_count":0,"bot_pull_requests_count":30,"past_year_issues_count":33,"past_year_pull_requests_count":16,"past_year_avg_time_to_close_issue":4487726.333333333,"past_year_avg_time_to_close_pull_request":2060211.4285714286,"past_year_issues_closed_count":6,"past_year_pull_requests_closed_count":14,"past_year_pull_request_authors_count":5,"past_year_issue_authors_count":26,"past_year_avg_comments_per_issue":2.606060606060606,"past_year_avg_comments_per_pull_request":0.8125,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":11,"past_year_merged_pull_requests_count":3,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ftensorflow%2Frecommenders/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ftensorflow%2Frecommenders/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ftensorflow%2Frecommenders/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ftensorflow%2Frecommenders/related_packages","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":1951534,"maintainers_count":0,"namespaces_count":741275,"keywords_count":109185,"github":"golang","metadata":{"funded_packages_count":49011},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2025-09-05T05:14:06.439Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}},{"id":2942258,"name":"tensorflow-recommenders","ecosystem":"pypi","description":"Tensorflow Recommenders, a TensorFlow library for recommender systems.","homepage":"https://github.com/tensorflow/recommenders","licenses":"Apache 2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/tensorflow/recommenders","keywords_array":["tensorflow","recommenders","recommendations"],"namespace":null,"versions_count":15,"first_release_published_at":"2020-09-17T16:54:21.000Z","latest_release_published_at":"2023-02-03T02:15:53.000Z","latest_release_number":"0.7.3","last_synced_at":"2025-08-25T10:48:18.457Z","created_at":"2022-04-10T12:48:18.154Z","updated_at":"2025-08-25T13:59:53.360Z","registry_url":"https://pypi.org/project/tensorflow-recommenders/","install_command":"pip install tensorflow-recommenders --index-url https://pypi.org/simple","documentation_url":"https://tensorflow-recommenders.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","Intended Audience :: Developers","Intended Audience :: Education","Intended Audience :: Science/Research","License :: OSI Approved :: Apache Software License","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Mathematics","Topic :: Software Development","Topic :: Software Development :: Libraries","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"tensorflow-recommenders","project_status":null},"repo_metadata":{"id":37057943,"uuid":"275252389","full_name":"tensorflow/recommenders","owner":"tensorflow","description":"TensorFlow Recommenders is a library for building recommender system models using TensorFlow.","archived":false,"fork":false,"pushed_at":"2025-07-29T00:52:52.000Z","size":1960,"stargazers_count":1969,"open_issues_count":279,"forks_count":293,"subscribers_count":49,"default_branch":"main","last_synced_at":"2025-08-25T02:39:52.756Z","etag":null,"topics":["recommender","recommender-system","tensorflow","tensorflow-recommenders"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tensorflow.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-06-26T21:38:01.000Z","updated_at":"2025-08-24T23:59:41.000Z","dependencies_parsed_at":"2023-02-18T02:30:48.473Z","dependency_job_id":"684f8f01-0533-4e7c-b177-32d3d68219f7","html_url":"https://github.com/tensorflow/recommenders","commit_stats":{"total_commits":329,"total_committers":43,"mean_commits":7.651162790697675,"dds":0.60790273556231,"last_synced_commit":"151a970f04760cbfe075689a2706386355ff2f53"},"previous_names":[],"tags_count":17,"template":false,"template_full_name":null,"purl":"pkg:github/tensorflow/recommenders","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/sbom","scorecard":{"id":873961,"data":{"date":"2025-08-11","repo":{"name":"github.com/tensorflow/recommenders","commit":"e7b33ad9ff82d14cbf74bee61c1b9cfde7a5c566"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.5,"checks":[{"name":"Code-Review","score":6,"reason":"Found 18/30 approved changesets -- score normalized to 6","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":"Maintained","score":0,"reason":"1 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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/pylint-presubmit.yml:1","Warn: no topLevel permission defined: .github/workflows/test.yaml: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":"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/pylint-presubmit.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/pylint-presubmit.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pylint-presubmit.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/pylint-presubmit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pylint-presubmit.yml:38: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/pylint-presubmit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test.yaml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/test.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test.yaml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/tensorflow/recommenders/test.yaml/main?enable=pin","Warn: pipCommand not pinned by hash: tools/build_scripts/utils.sh:7","Warn: pipCommand not pinned by hash: tools/build_scripts/utils.sh:9","Warn: pipCommand not pinned by hash: tools/build_scripts/utils.sh:11","Warn: pipCommand not pinned by hash: .github/workflows/pylint-presubmit.yml:43","Warn: pipCommand not pinned by hash: .github/workflows/pylint-presubmit.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/test.yaml:21","Warn: pipCommand not pinned by hash: .github/workflows/test.yaml:22","Warn: pipCommand not pinned by hash: .github/workflows/test.yaml:23","Info:   0 out of   4 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   8 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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: 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":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"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":"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":"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":"SAST","score":1,"reason":"SAST tool is not run on all commits -- score normalized to 1","details":["Warn: 2 commits out of 12 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":"2025-08-24T05:14:29.192Z","repository_id":37057943,"created_at":"2025-08-24T05:14:29.192Z","updated_at":"2025-08-24T05:14:29.192Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272077690,"owners_count":24869288,"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":"2025-08-25T02:00:12.092Z","response_time":1107,"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":"tensorflow","name":"tensorflow","uuid":"15658638","kind":"organization","description":"","email":"github-admin@tensorflow.org","website":"http://www.tensorflow.org","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/15658638?v=4","repositories_count":107,"last_synced_at":"2025-08-25T01:44:21.237Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/tensorflow","funding_links":[],"total_stars":489389,"followers":19354,"following":0,"created_at":"2022-11-02T16:22:56.353Z","updated_at":"2025-08-25T01:44:21.238Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow/repositories"},"tags":[{"name":"v0.7.3","sha":"7caed557b9d5194202d8323f2d4795231a5d0b1d","kind":"commit","published_at":"2023-02-03T01:09:31.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.7.3","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.7.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.7.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.3/manifests"},{"name":"v0.7.2","sha":"6121bb53d01bcd34fe89006030e111cb73405d54","kind":"commit","published_at":"2022-09-28T22:53:44.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.7.2","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.7.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.7.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.2/manifests"},{"name":"v0.7.1","sha":"d5220b1346dc87b051d5470fd51f6b41044d8497","kind":"commit","published_at":"2022-07-12T17:36:24.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.7.1","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.1/manifests"},{"name":"v0.7.0","sha":"ab42b48ccd37fe4b21c0a0f4f154541d2b9f7ce4","kind":"commit","published_at":"2022-07-08T18:32:06.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.7.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.7.0/manifests"},{"name":"v0.6.0","sha":"71f85dc0a023f108c09ff4721f526abc62852bb4","kind":"commit","published_at":"2021-08-23T22:35:49.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.6.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.6.0/manifests"},{"name":"v0.5.2","sha":"11471d8f6b5d5c50f6f49cd38d3157540c17534b","kind":"commit","published_at":"2021-07-16T19:42:23.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.5.2","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.5.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.5.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.5.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.5.2/manifests"},{"name":"v0.5.1","sha":"baa16aa88ae445ef5ac6bdf89f70329f5f8119b9","kind":"commit","published_at":"2021-05-14T20:43:51.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.5.1","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.5.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.5.1/manifests"},{"name":"v0.5.0","sha":"a4a0e7c129f0ca9221c1ef7805991b58169bed79","kind":"commit","published_at":"2021-05-06T22:21:41.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.5.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.5.0/manifests"},{"name":"v0.4.0","sha":"d18f2db8c7ff8651b552d97eac1c63cc379f9c52","kind":"commit","published_at":"2021-01-20T22:49:31.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.4.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.4.0/manifests"},{"name":"v0.3.2","sha":"b5af9f4ead3d3584bf3434d5a5b4dbf404bcc821","kind":"commit","published_at":"2020-12-22T19:18:00.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.3.2","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.3.2/manifests"},{"name":"v0.3.1","sha":"673a24eb0eada10482eada9b6df27e1e1f4e2d24","kind":"commit","published_at":"2020-12-22T18:45:38.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.3.1","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.3.1/manifests"},{"name":"v0.3.0","sha":"de980fd1f6fa484ca4907c72cb1c65a74de3b054","kind":"commit","published_at":"2020-11-18T22:08:40.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.3.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.3.0/manifests"},{"name":"v0.2.0","sha":"32806631c377f6006e24716bbd1da3440993bf4b","kind":"commit","published_at":"2020-10-15T20:03:44.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.2.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.2.0/manifests"},{"name":"v0.1.3","sha":"1653110aded484a4f497afa83cd6c5e94574df59","kind":"commit","published_at":"2020-09-22T21:40:53.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.1.3","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.3/manifests"},{"name":"v0.1.2","sha":"4748479c409a736e5ce01c5324dd11c4c5fd5aa1","kind":"commit","published_at":"2020-09-17T17:19:17.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.1.2","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.2/manifests"},{"name":"v0.1.1","sha":"97f67e66d9074d1fd14afb2c07b07c41fe51afb9","kind":"commit","published_at":"2020-09-17T00:45:16.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.1.1","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"53c8aaa51d464c04165ff52210457f350a114ef1","kind":"commit","published_at":"2020-09-17T00:18:20.000Z","download_url":"https://codeload.github.com/tensorflow/recommenders/tar.gz/v0.1.0","html_url":"https://github.com/tensorflow/recommenders/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/tensorflow/recommenders@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-08-25T13:59:53.360Z","dependent_packages_count":1,"downloads":286540,"downloads_period":"last-month","dependent_repos_count":32,"rankings":{"downloads":0.5868768244628553,"dependent_repos_count":2.5784584531918098,"dependent_packages_count":4.776193953166494,"stargazers_count":1.6838410707072247,"forks_count":3.2941319939330658,"docker_downloads_count":3.7857865756385403,"average":2.7842148118499987},"purl":"pkg:pypi/tensorflow-recommenders","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/tensorflow-recommenders","docker_dependents_count":1,"docker_downloads_count":10,"usage_url":"https://repos.ecosyste.ms/usage/pypi/tensorflow-recommenders","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/tensorflow-recommenders/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-06-21T02:35:09.294Z","issues_count":153,"pull_requests_count":56,"avg_time_to_close_issue":2136497.56097561,"avg_time_to_close_pull_request":2183256.951219512,"issues_closed_count":41,"pull_requests_closed_count":41,"pull_request_authors_count":16,"issue_authors_count":105,"avg_comments_per_issue":3.5947712418300655,"avg_comments_per_pull_request":1.0892857142857142,"merged_pull_requests_count":17,"bot_issues_count":0,"bot_pull_requests_count":38,"past_year_issues_count":19,"past_year_pull_requests_count":14,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":12279.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":7,"past_year_pull_request_authors_count":6,"past_year_issue_authors_count":16,"past_year_avg_comments_per_issue":0.5263157894736842,"past_year_avg_comments_per_pull_request":1.2142857142857142,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":7,"past_year_merged_pull_requests_count":5,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tensorflow-recommenders/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tensorflow-recommenders/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tensorflow-recommenders/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/tensorflow-recommenders/related_packages","maintainers":[{"uuid":"google_opensource","login":"google_opensource","name":null,"email":null,"url":null,"packages_count":438,"html_url":"https://pypi.org/user/google_opensource/","role":null,"created_at":"2022-12-24T18:26:41.472Z","updated_at":"2022-12-24T18:26:41.472Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/google_opensource/packages"},{"uuid":"tensorflow-recommenders-team","login":"tensorflow-recommenders-team","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/tensorflow-recommenders-team/","role":null,"created_at":"2022-12-24T18:26:41.486Z","updated_at":"2022-12-24T18:26:41.486Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/tensorflow-recommenders-team/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725013,"maintainers_count":308331,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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":670049,"full_name":"tensorflow/recommenders","default_branch":"main","committers":[{"name":"Maciej Kula","email":"maciejkula@google.com","login":null,"count":129},{"name":"TonyWZ","email":"zweichen@google.com","login":null,"count":44},{"name":"TensorFlow Recommenders Authors","email":"tensorflow-recommenders-authors@google.com","login":null,"count":40},{"name":"Albert Villanova del Moral","email":"8515462+albertvillanova","login":"albertvillanova","count":12},{"name":"Wei Wei","email":"weiwe@google.com","login":null,"count":12},{"name":"TensorFlow Recommenders Team","email":"tensorflow-recommenders-team@google.com","login":null,"count":11},{"name":"Ziyin Huang","email":"ziyinh@google.com","login":null,"count":9},{"name":"pshiko","email":"pshiko.sparrow@gmail.com","login":null,"count":6},{"name":"Lichan Hong","email":"lichan@google.com","login":null,"count":6},{"name":"Chen Qian","email":"chenmoney@google.com","login":null,"count":5},{"name":"Tiansheng Yao","email":"tyao@google.com","login":null,"count":4},{"name":"Mark Daoust","email":"markdaoust@google.com","login":null,"count":4},{"name":"Jiaxi Tang","email":"jiaxit@google.com","login":null,"count":3},{"name":"Tayo Oguntebi","email":"tayo@google.com","login":null,"count":3},{"name":"Tim Schmeier","email":"timothys@spotify.com","login":null,"count":3},{"name":"TimSchmeier","email":"TimSchmeier","login":"TimSchmeier","count":2},{"name":"Maciej Kula","email":"maciejkula","login":"maciejkula","count":2},{"name":"Bruce Fontaine","email":"bfontain@google.com","login":null,"count":2},{"name":"Hongyi Wen","email":"hw557@cornell.edu","login":null,"count":2},{"name":"Kanchi Shimono","email":"dev.kanchi.shimono@gmail.com","login":null,"count":2},{"name":"Mahesh Sathiamoorthy","email":"nlogn@google.com","login":null,"count":2},{"name":"Xinyang Yi","email":"xinyang@google.com","login":null,"count":2},{"name":"Yash Katariya","email":"yashkatariya@google.com","login":null,"count":2},{"name":"Zhaoyue Cheng","email":"zhaoyuec@google.com","login":null,"count":2},{"name":"hojinYang","email":"hojin.yang7@gmail.com","login":null,"count":2},{"name":"Anima Singh","email":"animasingh@google.com","login":null,"count":1},{"name":"Danila Sinopalnikov","email":"sinopalnikov@google.com","login":null,"count":1},{"name":"Jan Cervenka","email":"jan.cervenka@yahoo.com","login":null,"count":1},{"name":"hyphmongo","email":"36110276+hyphmongo","login":"hyphmongo","count":1},{"name":"Samuel Marks","email":"807580+SamuelMarks","login":"SamuelMarks","count":1},{"name":"8bitmp3","email":"19637339+8bitmp3","login":"8bitmp3","count":1},{"name":"Jun Xu","email":"xjun@google.com","login":null,"count":1},{"name":"Paul Chiang","email":"paulchiang@google.com","login":null,"count":1},{"name":"Peter Hawkins","email":"phawkins@google.com","login":null,"count":1},{"name":"Philip Sun","email":"sunphil@google.com","login":null,"count":1},{"name":"Rebecca Chen","email":"rechen@google.com","login":null,"count":1},{"name":"Ruoxin Sang","email":"rxsang@google.com","login":null,"count":1},{"name":"Scott Zhu","email":"scottzhu@google.com","login":null,"count":1},{"name":"Sergey Pyankov","email":"esergion@gmail.com","login":null,"count":1},{"name":"Vance Zuo","email":"vzuo@google.com","login":null,"count":1},{"name":"Vicente Reyes-Puerta","email":"vr.github@outlook.com","login":null,"count":1},{"name":"Yilei Yang","email":"yileiyang@google.com","login":null,"count":1},{"name":"Zac Stewart","email":"hi@zacstewart.com","login":null,"count":1}],"total_commits":329,"total_committers":43,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":7.651162790697675,"dds":0.60790273556231,"past_year_committers":[{"name":"TensorFlow Recommenders Authors","email":"tensorflow-recommenders-authors@google.com","login":null,"count":6},{"name":"Zhaoyue Cheng","email":"zhaoyuec@google.com","login":null,"count":2}],"past_year_total_commits":8,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":4.0,"past_year_dds":0.25,"last_synced_at":"2024-11-26T06:33:17.230Z","last_synced_commit":"151a970f04760cbfe075689a2706386355ff2f53","created_at":"2023-03-09T10:25:52.747Z","updated_at":"2024-11-26T06:33:17.231Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-29T00:00:19.078Z","repositories_count":5479765,"commits_count":853309718,"contributors_count":31095223,"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":"tensorflow/recommenders","html_url":"https://github.com/tensorflow/recommenders","last_synced_at":"2025-08-31T09:26:29.217Z","status":null,"issues_count":151,"pull_requests_count":57,"avg_time_to_close_issue":2136497.56097561,"avg_time_to_close_pull_request":2183256.951219512,"issues_closed_count":41,"pull_requests_closed_count":41,"pull_request_authors_count":16,"issue_authors_count":103,"avg_comments_per_issue":3.6357615894039736,"avg_comments_per_pull_request":1.0526315789473684,"merged_pull_requests_count":17,"bot_issues_count":0,"bot_pull_requests_count":38,"past_year_issues_count":12,"past_year_pull_requests_count":10,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":14189.333333333332,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":6,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":12,"past_year_avg_comments_per_issue":0.5,"past_year_avg_comments_per_pull_request":0.9,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":6,"past_year_merged_pull_requests_count":4,"created_at":"2023-05-15T01:15:43.924Z","updated_at":"2025-09-03T02:59:30.751Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Frecommenders/issues","issue_labels_count":{"question":15,"bug":1},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":153},"pull_request_author_associations_count":{"NONE":66,"CONTRIBUTOR":2},"issue_authors":{"ericy51":6,"OmarMAmin":5,"abdollahpouri":5,"flynhigher":4,"zhifeng-huang":4,"ydennisy":4,"datasciyj":3,"riyaj8888":3,"BrianMiner":3,"EdwardALockhart":3,"nialloh23":3,"hkristof03":3,"mustfkeskin":2,"houghtonweihu":2,"malinphy":2,"rlcauvin":2,"krsnewwave":2,"Ullar-Kask":2,"Daard":2,"violetdang1":2,"jamie613":2,"jillwalker99":2,"IgorHoholko":2,"cilista":2,"zeroonesfas":2,"drtinumohan":2,"nicewenhui":1,"dibya-pati":1,"james47":1,"MNMaqsood":1,"ArachisTong":1,"hyyan112":1,"beubeu13220":1,"mesuvash":1,"pksinghus":1,"holy-way":1,"JoshuaMur":1,"Dfmejial":1,"giovana-morais":1,"meethariprasad":1,"drljem":1,"thani-ath-nain-khurshid":1,"kiranklc":1,"nblasco":1,"donhuvy":1,"almirb":1,"tripathysa":1,"hamdi1611":1,"jiunsiew":1,"Toby1218":1,"canonrock16":1,"chiragdaryani":1,"an-tran528":1,"ftcister":1,"MaiziXiao":1,"Pelps12":1,"Jobo-RS":1,"AndrewJGroves":1,"tszumowski":1,"rageSpin":1,"soheil-asgari":1,"petar-savov":1,"IzakMaraisTAL":1,"ExploitR4T":1,"VladLujerdeanu":1,"ralgond":1,"hugoferrero":1,"marygiotandoi":1,"Akshaysharma29":1,"AzizIlyosov":1,"unshaven":1,"tangzhy":1,"karndeepsingh":1,"Lulu20220":1,"dfangish":1,"uncle-sann":1,"thanhNt16":1,"Levine-Sam":1,"pof-declaneaston":1,"josealbertof":1,"marco-ve":1,"max-grzanna":1,"amrzv":1,"nityansuman":1,"patrickorlando":1,"modic23":1,"sugarcandy":1,"kingjosephm":1,"JV-Nunes":1,"msvensson222":1,"rayuron":1,"msoutojr":1,"davidedvast":1,"znaeem":1,"comckay":1,"pmixer":1,"SmileTM":1,"zahraegh":1,"pthieu":1,"hishambawa":1,"TaylorZowtuk":1,"YikSanChan":1,"jeremybastin1207":1,"fuchami":1,"cla-ra3426":1},"pull_request_authors":{"copybara-service[bot]":44,"flynhigher":6,"keivanipchihagh":2,"getumen":2,"ZhaoyueCheng":2,"aniruthraj":2,"marygiotandoi":1,"vidhant":1,"shanemhansen":1,"rageSpin":1,"Nik-code":1,"gaikwadrahul8":1,"AmgadHasan":1,"tiruk007":1,"patrickorlando":1,"younssas":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10082304,"issues_count":31220387,"pull_requests_count":96069062,"authors_count":10694175,"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":13},"past_year_pull_request_author_associations_count":{"NONE":14},"past_year_issue_authors":{"amrzv":1,"ArachisTong":1,"cla-ra3426":1,"comckay":1,"Daard":1,"davidedvast":1,"donhuvy":1,"hishambawa":1,"holy-way":1,"james47":1,"malinphy":1,"Toby1218":1,"uncle-sann":1},"past_year_pull_request_authors":{"copybara-service[bot]":10,"aniruthraj":2,"marygiotandoi":1,"younssas":1},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":11,"WatchEvent":137,"DeleteEvent":6,"IssueCommentEvent":35,"PushEvent":13,"PullRequestEvent":13,"ForkEvent":19,"CreateEvent":6},"last_year":{"IssuesEvent":11,"WatchEvent":137,"DeleteEvent":6,"IssueCommentEvent":35,"PushEvent":13,"PullRequestEvent":13,"ForkEvent":19,"CreateEvent":6}},"keywords":["recommender","recommender-system","tensorflow","tensorflow-recommenders"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/pylint-presubmit.yml","sha":null,"kind":"manifest","created_at":"2023-02-18T02:30:48.018Z","updated_at":"2023-02-18T02:30:48.018Z","repository_link":"https://github.com/tensorflow/recommenders/blob/main/.github/workflows/pylint-presubmit.yml","dependencies":[{"id":7751898504,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7751898507,"package_name":"trilom/file-changes-action","ecosystem":"actions","requirements":"v1.2.4","direct":true,"kind":"composite","optional":false},{"id":7751898518,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test.yaml","sha":null,"kind":"manifest","created_at":"2023-02-18T02:30:48.048Z","updated_at":"2023-02-18T02:30:48.048Z","repository_link":"https://github.com/tensorflow/recommenders/blob/main/.github/workflows/test.yaml","dependencies":[{"id":7751898670,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7751898672,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-18T02:30:48.135Z","updated_at":"2023-02-18T02:30:48.135Z","repository_link":"https://github.com/tensorflow/recommenders/blob/main/requirements.txt","dependencies":[{"id":7751898735,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.9.0","direct":true,"kind":"runtime","optional":false},{"id":7751898758,"package_name":"tensorflow-macos","ecosystem":"pypi","requirements":"\u003e=2.9.0","direct":true,"kind":"runtime","optional":false},{"id":7751898759,"package_name":"absl-py","ecosystem":"pypi","requirements":"\u003e=0.1.6","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"tensorflow_recommenders/dev_requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-18T02:30:48.256Z","updated_at":"2023-02-18T02:30:48.256Z","repository_link":"https://github.com/tensorflow/recommenders/blob/main/tensorflow_recommenders/dev_requirements.txt","dependencies":[{"id":7751899068,"package_name":"fire","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]}],"score":24.046568049566787,"created_at":"2025-09-04T15:51:10.742Z","updated_at":"2025-10-07T08:15:17.008Z","avatar_url":"https://github.com/tensorflow.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":286540,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["jax"],"project_url":"https://science.ecosyste.ms/api/v1/projects/37076","html_url":"https://science.ecosyste.ms/projects/37076","bibtex_url":"https://science.ecosyste.ms/projects/37076/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/37076/export.apalike"}