{"id":78260,"name":null,"description":"Feature exploration for supervised learning","url":"https://github.com/abhayspawar/featexp","last_synced_at":"2025-09-08T21:17:34.678Z","repository":{"id":54685559,"uuid":"149028782","full_name":"abhayspawar/featexp","owner":"abhayspawar","description":"Feature exploration for supervised learning","archived":false,"fork":false,"pushed_at":"2021-02-04T03:15:41.000Z","size":5190,"stargazers_count":764,"open_issues_count":3,"forks_count":163,"subscribers_count":21,"default_branch":"master","last_synced_at":"2025-08-17T04:14:46.061Z","etag":null,"topics":["data-exploration","data-science","feature-engineering","machine-learning","visualization"],"latest_commit_sha":null,"homepage":null,"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/abhayspawar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-09-16T19:29:55.000Z","updated_at":"2025-05-15T04:41:08.000Z","dependencies_parsed_at":"2022-08-14T00:00:40.415Z","dependency_job_id":null,"html_url":"https://github.com/abhayspawar/featexp","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/abhayspawar/featexp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/abhayspawar","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/sbom","scorecard":{"id":160677,"data":{"date":"2025-08-11","repo":{"name":"github.com/abhayspawar/featexp","commit":"e57a9f548f467917265a7bf508dc0f1cff637e26"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":1.7,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"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":"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":"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":"Code-Review","score":1,"reason":"Found 3/24 approved changesets -- score normalized to 1","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":"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":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact v0.0.7 not signed: https://api.github.com/repos/abhayspawar/featexp/releases/28953180","Warn: release artifact v0.0.7 does not have provenance: https://api.github.com/repos/abhayspawar/featexp/releases/28953180"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":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":"Vulnerabilities","score":0,"reason":"11 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 9 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":"2025-08-16T13:19:47.305Z","repository_id":54685559,"created_at":"2025-08-16T13:19:47.306Z","updated_at":"2025-08-16T13:19:47.306Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231506,"owners_count":25245625,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":null,"packages":[{"id":11780389,"name":"github.com/abhayspawar/featexp","ecosystem":"go","description":null,"homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/abhayspawar/featexp","keywords_array":[],"namespace":null,"versions_count":1,"first_release_published_at":"2020-07-26T04:46:31.000Z","latest_release_published_at":"2020-07-26T04:46:31.000Z","latest_release_number":"v0.0.7","last_synced_at":"2025-08-17T04:23:58.268Z","created_at":"2025-06-09T09:47:11.631Z","updated_at":"2025-08-17T04:26:19.483Z","registry_url":"https://pkg.go.dev/github.com/abhayspawar/featexp","install_command":"go get github.com/abhayspawar/featexp","documentation_url":"https://pkg.go.dev/github.com/abhayspawar/featexp#section-documentation","metadata":{},"repo_metadata":{"id":54685559,"uuid":"149028782","full_name":"abhayspawar/featexp","owner":"abhayspawar","description":"Feature exploration for supervised learning","archived":false,"fork":false,"pushed_at":"2021-02-04T03:15:41.000Z","size":5190,"stargazers_count":764,"open_issues_count":3,"forks_count":162,"subscribers_count":21,"default_branch":"master","last_synced_at":"2025-07-19T21:16:48.324Z","etag":null,"topics":["data-exploration","data-science","feature-engineering","machine-learning","visualization"],"latest_commit_sha":null,"homepage":null,"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/abhayspawar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-09-16T19:29:55.000Z","updated_at":"2025-05-15T04:41:08.000Z","dependencies_parsed_at":"2022-08-14T00:00:40.415Z","dependency_job_id":null,"html_url":"https://github.com/abhayspawar/featexp","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/abhayspawar/featexp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/abhayspawar","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/sbom","scorecard":{"id":160677,"data":{"date":"2025-08-11","repo":{"name":"github.com/abhayspawar/featexp","commit":"e57a9f548f467917265a7bf508dc0f1cff637e26"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":1.7,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"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":"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":"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":"Code-Review","score":1,"reason":"Found 3/24 approved changesets -- score normalized to 1","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":"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":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact v0.0.7 not signed: https://api.github.com/repos/abhayspawar/featexp/releases/28953180","Warn: release artifact v0.0.7 does not have provenance: https://api.github.com/repos/abhayspawar/featexp/releases/28953180"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":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":"Vulnerabilities","score":0,"reason":"11 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 9 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":"2025-08-16T13:19:47.305Z","repository_id":54685559,"created_at":"2025-08-16T13:19:47.306Z","updated_at":"2025-08-16T13:19:47.306Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270804028,"owners_count":24648788,"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":"2025-08-17T02:00:09.016Z","response_time":129,"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"},"tags":[{"name":"v0.0.7","sha":"e57a9f548f467917265a7bf508dc0f1cff637e26","kind":"commit","published_at":"2020-07-26T04:46:31.000Z","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/v0.0.7","html_url":"https://github.com/abhayspawar/featexp/releases/tag/v0.0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/abhayspawar/featexp@v0.0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/v0.0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/v0.0.7/manifests"},{"name":"0.0.5","sha":"28020267b9adf6c625b9fd788a76ef44f28286af","kind":"commit","published_at":"2018-11-14T07:19:08.000Z","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/0.0.5","html_url":"https://github.com/abhayspawar/featexp/releases/tag/0.0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/abhayspawar/featexp@0.0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/0.0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/0.0.5/manifests"}]},"repo_metadata_updated_at":"2025-08-17T04:26:19.483Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.736112545925084,"dependent_packages_count":5.375175157675018,"stargazers_count":2.5904898780133525,"forks_count":2.3401455288583906,"docker_downloads_count":null,"average":4.010480777617961},"purl":"pkg:golang/github.com/abhayspawar/featexp","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/abhayspawar/featexp","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/abhayspawar/featexp","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/abhayspawar/featexp/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-12T07:47:31.220Z","issues_count":23,"pull_requests_count":5,"avg_time_to_close_issue":5073341.363636363,"avg_time_to_close_pull_request":2221260.0,"issues_closed_count":22,"pull_requests_closed_count":3,"pull_request_authors_count":4,"issue_authors_count":21,"avg_comments_per_issue":1.9565217391304348,"avg_comments_per_pull_request":1.2,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fabhayspawar%2Ffeatexp/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fabhayspawar%2Ffeatexp/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fabhayspawar%2Ffeatexp/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fabhayspawar%2Ffeatexp/related_packages","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":1954234,"maintainers_count":0,"namespaces_count":741771,"keywords_count":109320,"github":"golang","metadata":{"funded_packages_count":49342},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2025-09-08T05:47:38.872Z","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":2731795,"name":"featexp","ecosystem":"pypi","description":"Feature exploration for supervised learning","homepage":"https://github.com/abhayspawar/featexp","licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/abhayspawar/featexp","keywords_array":[],"namespace":null,"versions_count":7,"first_release_published_at":"2018-10-27T06:45:50.000Z","latest_release_published_at":"2020-07-26T04:47:10.000Z","latest_release_number":"0.0.7","last_synced_at":"2025-08-17T04:04:12.994Z","created_at":"2022-04-10T10:58:38.540Z","updated_at":"2025-08-17T04:26:31.226Z","registry_url":"https://pypi.org/project/featexp/","install_command":"pip install featexp --index-url https://pypi.org/simple","documentation_url":"https://featexp.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 2","Programming Language :: Python :: 3"],"normalized_name":"featexp","project_status":null},"repo_metadata":{"id":54685559,"uuid":"149028782","full_name":"abhayspawar/featexp","owner":"abhayspawar","description":"Feature exploration for supervised learning","archived":false,"fork":false,"pushed_at":"2021-02-04T03:15:41.000Z","size":5190,"stargazers_count":764,"open_issues_count":3,"forks_count":162,"subscribers_count":21,"default_branch":"master","last_synced_at":"2025-07-19T21:16:48.324Z","etag":null,"topics":["data-exploration","data-science","feature-engineering","machine-learning","visualization"],"latest_commit_sha":null,"homepage":null,"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/abhayspawar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-09-16T19:29:55.000Z","updated_at":"2025-05-15T04:41:08.000Z","dependencies_parsed_at":"2022-08-14T00:00:40.415Z","dependency_job_id":null,"html_url":"https://github.com/abhayspawar/featexp","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/abhayspawar/featexp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/abhayspawar","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/sbom","scorecard":{"id":160677,"data":{"date":"2025-08-11","repo":{"name":"github.com/abhayspawar/featexp","commit":"e57a9f548f467917265a7bf508dc0f1cff637e26"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":1.7,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"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":"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":"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":"Code-Review","score":1,"reason":"Found 3/24 approved changesets -- score normalized to 1","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":"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":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact v0.0.7 not signed: https://api.github.com/repos/abhayspawar/featexp/releases/28953180","Warn: release artifact v0.0.7 does not have provenance: https://api.github.com/repos/abhayspawar/featexp/releases/28953180"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":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":"Vulnerabilities","score":0,"reason":"11 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 9 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":"2025-08-16T13:19:47.305Z","repository_id":54685559,"created_at":"2025-08-16T13:19:47.306Z","updated_at":"2025-08-16T13:19:47.306Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270804028,"owners_count":24648788,"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":"2025-08-17T02:00:09.016Z","response_time":129,"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"},"tags":[{"name":"v0.0.7","sha":"e57a9f548f467917265a7bf508dc0f1cff637e26","kind":"commit","published_at":"2020-07-26T04:46:31.000Z","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/v0.0.7","html_url":"https://github.com/abhayspawar/featexp/releases/tag/v0.0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/abhayspawar/featexp@v0.0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/v0.0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/v0.0.7/manifests"},{"name":"0.0.5","sha":"28020267b9adf6c625b9fd788a76ef44f28286af","kind":"commit","published_at":"2018-11-14T07:19:08.000Z","download_url":"https://codeload.github.com/abhayspawar/featexp/tar.gz/0.0.5","html_url":"https://github.com/abhayspawar/featexp/releases/tag/0.0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/abhayspawar/featexp@0.0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/0.0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/tags/0.0.5/manifests"}]},"repo_metadata_updated_at":"2025-08-17T04:26:31.226Z","dependent_packages_count":0,"downloads":1408,"downloads_period":"last-month","dependent_repos_count":5,"rankings":{"downloads":7.211890802491755,"dependent_repos_count":6.623305240014657,"dependent_packages_count":10.09540786432578,"stargazers_count":2.309509362824226,"forks_count":3.919907497509988,"docker_downloads_count":3.2702986356263715,"average":5.571719900465463},"purl":"pkg:pypi/featexp","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/featexp","docker_dependents_count":1,"docker_downloads_count":58,"usage_url":"https://repos.ecosyste.ms/usage/pypi/featexp","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/featexp/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-12T07:47:31.220Z","issues_count":23,"pull_requests_count":5,"avg_time_to_close_issue":5073341.363636363,"avg_time_to_close_pull_request":2221260.0,"issues_closed_count":22,"pull_requests_closed_count":3,"pull_request_authors_count":4,"issue_authors_count":21,"avg_comments_per_issue":1.9565217391304348,"avg_comments_per_pull_request":1.2,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/featexp/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/featexp/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/featexp/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/featexp/related_packages","maintainers":[{"uuid":"abhayspawar","login":"abhayspawar","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/abhayspawar/","role":null,"created_at":"2023-02-24T05:20:26.485Z","updated_at":"2023-02-24T05:20:26.485Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/abhayspawar/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726284,"maintainers_count":308824,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","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":578158,"full_name":"abhayspawar/featexp","default_branch":"master","committers":[{"name":"Abhay Pawar","email":"abhayspawar@gmail.com","count":79},{"name":"Abhay Pawar","email":"abhay.pawar@stitchfix.com","count":5},{"name":"Pau Roger Puig-Sureda","email":"pau@fasttrack-solutions.com","count":3},{"name":"Pau Roger Puig-Sureda","email":"pauroger@alumni.ie.edu","count":2},{"name":"Miguel Mendez","email":"miguelmndez@gmail.com","count":1}],"total_commits":90,"total_committers":5,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":18.0,"dds":0.12222222222222223,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":"2023-03-18T05:53:03.399Z","last_synced_commit":"e57a9f548f467917265a7bf508dc0f1cff637e26","created_at":"2023-03-09T05:43:42.331Z","updated_at":"2023-09-19T17:20:28.057Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5491971,"commits_count":855149458,"contributors_count":31219150,"owners_count":911999,"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":"abhayspawar/featexp","html_url":"https://github.com/abhayspawar/featexp","last_synced_at":"2025-08-17T04:09:16.113Z","status":"error","issues_count":23,"pull_requests_count":5,"avg_time_to_close_issue":5073341.363636363,"avg_time_to_close_pull_request":2221260.0,"issues_closed_count":22,"pull_requests_closed_count":3,"pull_request_authors_count":4,"issue_authors_count":21,"avg_comments_per_issue":1.9565217391304348,"avg_comments_per_pull_request":1.2,"merged_pull_requests_count":3,"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":"2023-05-14T15:36:18.673Z","updated_at":"2025-08-17T04:09:16.114Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhayspawar%2Ffeatexp/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":21,"CONTRIBUTOR":2},"pull_request_author_associations_count":{"CONTRIBUTOR":3,"NONE":2},"issue_authors":{"Emily-Zh":2,"e184633":2,"AWalkInClouds":1,"mrxuehb":1,"wubinbai":1,"pauroger":1,"anzhizh":1,"michaelabehsera":1,"chnzhangrui":1,"StarJu":1,"XiaolinZHONG":1,"YasinZhao":1,"snehamaheshwari07":1,"joanap":1,"gig67":1,"wmmxk":1,"MartinPetrov8":1,"MauritsDescamps":1,"IamBiJav":1,"mmeendez8":1,"pjgao":1},"pull_request_authors":{"pauroger":2,"longmfe":1,"mikenyaga":1,"mmeendez8":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10171813,"issues_count":31942582,"pull_requests_count":100134560,"authors_count":10732619,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":3,"ForkEvent":1},"last_year":{"WatchEvent":3,"ForkEvent":1}},"keywords":["data-exploration","data-science","feature-engineering","machine-learning","visualization"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2022-08-14T00:00:40.050Z","updated_at":"2022-08-14T00:00:40.050Z","repository_link":"https://github.com/abhayspawar/featexp/blob/master/requirements-dev.txt","dependencies":[{"id":1487910519,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":1487910520,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":1487910521,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":1487910522,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.22.1","direct":true,"kind":"development","optional":false},{"id":1487910523,"package_name":"xgboost","ecosystem":"pypi","requirements":"\u003e=1.0.0","direct":true,"kind":"development","optional":false},{"id":1487910524,"package_name":"ipykernel","ecosystem":"pypi","requirements":"\u003e=5.1.3","direct":true,"kind":"development","optional":false},{"id":1487910525,"package_name":"virtualenvwrapper","ecosystem":"pypi","requirements":"\u003e=4.8.4","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-08-14T00:00:40.105Z","updated_at":"2022-08-14T00:00:40.105Z","repository_link":"https://github.com/abhayspawar/featexp/blob/master/setup.py","dependencies":[{"id":1487912377,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":15.546981130263987,"created_at":"2025-09-08T20:55:08.325Z","updated_at":"2025-10-07T08:27:59.940Z","avatar_url":"https://github.com/abhayspawar.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":1408,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/78260","html_url":"https://science.ecosyste.ms/projects/78260"}