{"id":8805353,"name":"github.com/microsoft/tensorwatch","ecosystem":"go","description":null,"homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/microsoft/tensorwatch","keywords_array":[],"namespace":null,"versions_count":7,"first_release_published_at":"2019-05-22T13:28:05.000Z","latest_release_published_at":"2020-02-06T22:44:19.000Z","latest_release_number":"v0.9.0","last_synced_at":"2026-09-20T01:22:04.709Z","created_at":"2024-01-25T05:14:13.999Z","updated_at":"2026-09-22T14:13:02.041Z","registry_url":"https://pkg.go.dev/github.com/microsoft/tensorwatch","install_command":"go get github.com/microsoft/tensorwatch","documentation_url":"https://pkg.go.dev/github.com/microsoft/tensorwatch#section-documentation","metadata":{},"repo_metadata":{"id":43801764,"uuid":"186783422","full_name":"microsoft/tensorwatch","owner":"microsoft","description":"Debugging, monitoring and visualization for Python Machine Learning and Data Science","archived":false,"fork":false,"pushed_at":"2026-03-30T21:27:28.000Z","size":22264,"stargazers_count":3471,"open_issues_count":54,"forks_count":360,"subscribers_count":96,"default_branch":"master","last_synced_at":"2026-09-19T23:26:00.323Z","etag":null,"topics":["ai","data-science","debug","debugging","debugging-tool","deep-learning","deeplearning","explainable-ai","explainable-ml","jupyter","jupyter-notebook","machine-learning","machinelearning","model-visualization","monitoring","python","reinforcement-learning","saliency"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/microsoft.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":"SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":"NOTICE.md","maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-05-15T08:29:34.000Z","updated_at":"2026-09-16T12:53:03.000Z","dependencies_parsed_at":"2022-09-13T04:50:39.297Z","dependency_job_id":"ca8e1bc7-ed45-46bb-b57a-e208635f5b25","html_url":"https://github.com/microsoft/tensorwatch","commit_stats":{"total_commits":96,"total_committers":15,"mean_commits":6.4,"dds":0.5625,"last_synced_commit":"142f83a7cb8c54e47e9bab06cb3a1ef8ae225422"},"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"purl":"pkg:github/microsoft/tensorwatch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/sbom","scorecard":{"id":643523,"data":{"date":"2025-08-11","repo":{"name":"github.com/microsoft/tensorwatch","commit":"05121c60bf1d336634d1cc2f50a55046d4eec10b"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Code-Review","score":2,"reason":"Found 5/24 approved changesets -- score normalized to 2","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"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":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"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":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"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":"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":"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: MIT 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":"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":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"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":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 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":"2025-08-21T11:26:41.162Z","repository_id":43801764,"created_at":"2025-08-21T11:26:41.162Z","updated_at":"2025-08-21T11:26:41.162Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":341189360,"owners_count":37523495,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-22T15:14:58.755Z","status":"online","status_checked_at":"2026-09-20T02:00:06.856Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"microsoft","name":"Microsoft","uuid":"6154722","kind":"organization","description":"Open source projects and samples from Microsoft","email":"opensource@microsoft.com","website":"https://opensource.microsoft.com","location":"Redmond, WA","twitter":"OpenAtMicrosoft","company":null,"icon_url":"https://avatars.githubusercontent.com/u/6154722?v=4","repositories_count":8067,"last_synced_at":"2026-09-21T00:25:56.358Z","metadata":{"has_sponsors_listing":false,"funding":null},"html_url":"https://github.com/microsoft","funding_links":[],"total_stars":4256516,"followers":130120,"following":0,"created_at":"2022-11-02T16:20:12.368Z","updated_at":"2026-09-21T00:25:56.368Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft/repositories"},"tags":[{"name":"v0.9.0","sha":"cbf1594f6b958e1790ad9435260f864f1589067a","kind":"tag","published_at":"2020-02-08T18:05:27.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.9.0","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.9.0/manifests"},{"name":"v0.8.10","sha":"2bcc74ed88c18bb2658335b501f2da844b13a192","kind":"tag","published_at":"2020-02-05T09:41:41.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.8.10","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.8.10","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.8.10","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.10","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.10/manifests"},{"name":"v0.8.8","sha":"bc54a67cbc2a4315d28ecfb95aaed2d6aaf3db54","kind":"tag","published_at":"2020-02-02T02:52:24.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.8.8","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.8.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.8.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.8/manifests"},{"name":"v0.8.3","sha":"8097818b7583bc50723a1f29995d16527647580c","kind":"tag","published_at":"2019-05-29T07:04:16.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.8.3","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.8.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.8.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.3/manifests"},{"name":"v0.8.2","sha":"a21a554f791734b87db9670a322cd1f065a82212","kind":"tag","published_at":"2019-05-28T22:00:09.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.8.2","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.2/manifests"},{"name":"v0.8.1","sha":"0c043b198ea7a7e12eb8972d65586d84bbeca394","kind":"tag","published_at":"2019-05-28T21:53:59.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.8.1","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.1/manifests"},{"name":"v0.8.0","sha":"5f24cbed2d2d9a95eaee841972268258e94b65c4","kind":"tag","published_at":"2019-05-28T21:52:41.000Z","download_url":"https://codeload.github.com/microsoft/tensorwatch/tar.gz/v0.8.0","html_url":"https://github.com/microsoft/tensorwatch/releases/tag/v0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/tensorwatch@v0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Ftensorwatch/tags/v0.8.0/manifests"}]},"repo_metadata_updated_at":"2026-09-22T14:13:02.041Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":10.166260473489084,"dependent_packages_count":9.01589132938853,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":9.591075901438806},"purl":"pkg:golang/github.com/microsoft/tensorwatch","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/microsoft/tensorwatch","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/microsoft/tensorwatch","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/microsoft/tensorwatch/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-09-19T22:19:35.947Z","issues_count":70,"pull_requests_count":17,"avg_time_to_close_issue":8275059.588235294,"avg_time_to_close_pull_request":7187421.4375,"issues_closed_count":17,"pull_requests_closed_count":16,"pull_request_authors_count":14,"issue_authors_count":63,"avg_comments_per_issue":1.957142857142857,"avg_comments_per_pull_request":4.529411764705882,"merged_pull_requests_count":13,"bot_issues_count":1,"bot_pull_requests_count":1,"past_year_issues_count":0,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":1053184.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":37.0,"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/microsoft%2Ftensorwatch/issues","maintainers":[{"login":"lokitoth","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/lokitoth"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Ftensorwatch/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Ftensorwatch/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Ftensorwatch/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Ftensorwatch/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Ftensorwatch/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Ftensorwatch/codemeta","maintainers":[]}