{"id":79704,"name":null,"description":"ML4Chem:  Machine Learning for Chemistry and Materials","url":"https://github.com/muammar/ml4chem","last_synced_at":"2025-09-08T21:39:27.288Z","repository":{"id":57442227,"uuid":"161847010","full_name":"muammar/ml4chem","owner":"muammar","description":"ML4Chem:  Machine Learning for Chemistry and Materials","archived":false,"fork":false,"pushed_at":"2024-12-09T17:11:58.000Z","size":2918,"stargazers_count":98,"open_issues_count":8,"forks_count":15,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-08-20T21:56:23.723Z","etag":null,"topics":["chemistry","deeplearning","kernel","kernel-methods","machine-learning","materials-science","physics"],"latest_commit_sha":null,"homepage":"https://ml4chem.dev","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/muammar.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-12-14T22:28:22.000Z","updated_at":"2025-07-05T10:13:46.000Z","dependencies_parsed_at":"2023-11-17T00:11:50.983Z","dependency_job_id":"4a2e5bf9-690d-4723-a99a-3036a3d71699","html_url":"https://github.com/muammar/ml4chem","commit_stats":{"total_commits":400,"total_committers":3,"mean_commits":"133.33333333333334","dds":"0.020000000000000018","last_synced_commit":"365487c23ea3386657e178e56ab31adfe8d5d073"},"previous_names":["muammar/mlchem"],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/muammar/ml4chem","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muammar","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/sbom","scorecard":{"id":666989,"data":{"date":"2025-08-11","repo":{"name":"github.com/muammar/ml4chem","commit":"365487c23ea3386657e178e56ab31adfe8d5d073"},"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":"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":"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":"Code-Review","score":0,"reason":"Found 1/26 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"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":-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":"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":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":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 6 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"}},{"name":"Vulnerabilities","score":0,"reason":"29 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2022-288 / GHSA-6hrg-qmvc-2xh8","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2013-9 / GHSA-4gv5-qhvr-36vv","Warn: Project is vulnerable to: PYSEC-2021-437 / GHSA-5xp3-jfq3-5q8x","Warn: Project is vulnerable to: PYSEC-2019-160 / GHSA-c5h8-cq4v-cvfm","Warn: Project is vulnerable to: PYSEC-2013-8 / GHSA-g3p5-fjj9-h8gj","Warn: Project is vulnerable to: PYSEC-2020-173 / GHSA-gpvv-69j7-gwj8","Warn: Project is vulnerable to: PYSEC-2023-228 / GHSA-mq26-g339-26xf","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-21T18:24:12.124Z","repository_id":57442227,"created_at":"2025-08-21T18:24:12.124Z","updated_at":"2025-08-21T18:24:12.124Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231436,"owners_count":25245626,"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":{"login":"muammar","name":"Muammar El Khatib","uuid":"954209","kind":"user","description":"I am a PhD in Theoretical Chemical Physics who also likes coding.","email":"","website":"https://muammar.me","location":"Boston, Massachusetts ","twitter":null,"company":"Bristol-Myers-Squibb","icon_url":"https://avatars.githubusercontent.com/u/954209?u=f9c8aa217ed6148625dd598631d66fc563aca605\u0026v=4","repositories_count":16,"last_synced_at":"2023-04-04T12:17:34.515Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/muammar","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-04T14:06:27.327Z","updated_at":"2023-04-04T12:17:34.720Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muammar","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muammar/repositories"},"packages":[{"id":2804024,"name":"ml4chem","ecosystem":"pypi","description":"Machine learning for chemistry and materials.","homepage":"https://github.com/muammar/ml4chem","licenses":"other","normalized_licenses":["GPL-1.0+"],"repository_url":"https://github.com/muammar/ml4chem","keywords_array":[],"namespace":null,"versions_count":10,"first_release_published_at":"2019-04-24T21:14:13.000Z","latest_release_published_at":"2020-03-07T21:46:50.000Z","latest_release_number":"0.0.9","last_synced_at":"2025-08-26T07:18:51.673Z","created_at":"2022-04-10T11:37:13.925Z","updated_at":"2025-08-26T07:23:24.580Z","registry_url":"https://pypi.org/project/ml4chem/","install_command":"pip install ml4chem --index-url https://pypi.org/simple","documentation_url":"https://ml4chem.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"ml4chem","project_status":null},"repo_metadata":{"id":57442227,"uuid":"161847010","full_name":"muammar/ml4chem","owner":"muammar","description":"ML4Chem:  Machine Learning for Chemistry and Materials","archived":false,"fork":false,"pushed_at":"2024-12-09T17:11:58.000Z","size":2918,"stargazers_count":98,"open_issues_count":8,"forks_count":15,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-08-20T21:56:23.723Z","etag":null,"topics":["chemistry","deeplearning","kernel","kernel-methods","machine-learning","materials-science","physics"],"latest_commit_sha":null,"homepage":"https://ml4chem.dev","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/muammar.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-12-14T22:28:22.000Z","updated_at":"2025-07-05T10:13:46.000Z","dependencies_parsed_at":"2023-11-17T00:11:50.983Z","dependency_job_id":"4a2e5bf9-690d-4723-a99a-3036a3d71699","html_url":"https://github.com/muammar/ml4chem","commit_stats":{"total_commits":400,"total_committers":3,"mean_commits":"133.33333333333334","dds":"0.020000000000000018","last_synced_commit":"365487c23ea3386657e178e56ab31adfe8d5d073"},"previous_names":["muammar/mlchem"],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/muammar/ml4chem","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muammar","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/sbom","scorecard":{"id":666989,"data":{"date":"2025-08-11","repo":{"name":"github.com/muammar/ml4chem","commit":"365487c23ea3386657e178e56ab31adfe8d5d073"},"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":"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":"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":"Code-Review","score":0,"reason":"Found 1/26 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"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":-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":"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":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":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 6 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"}},{"name":"Vulnerabilities","score":0,"reason":"29 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2022-288 / GHSA-6hrg-qmvc-2xh8","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2013-9 / GHSA-4gv5-qhvr-36vv","Warn: Project is vulnerable to: PYSEC-2021-437 / GHSA-5xp3-jfq3-5q8x","Warn: Project is vulnerable to: PYSEC-2019-160 / GHSA-c5h8-cq4v-cvfm","Warn: Project is vulnerable to: PYSEC-2013-8 / GHSA-g3p5-fjj9-h8gj","Warn: Project is vulnerable to: PYSEC-2020-173 / GHSA-gpvv-69j7-gwj8","Warn: Project is vulnerable to: PYSEC-2023-228 / GHSA-mq26-g339-26xf","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-21T18:24:12.124Z","repository_id":57442227,"created_at":"2025-08-21T18:24:12.124Z","updated_at":"2025-08-21T18:24:12.124Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272190863,"owners_count":24889284,"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":"2025-08-26T02:00:07.904Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"muammar","name":"Muammar El Khatib","uuid":"954209","kind":"user","description":"I am a PhD in Theoretical Chemical Physics who also likes coding.","email":"","website":"https://muammar.me","location":"Boston, Massachusetts ","twitter":null,"company":"Bristol-Myers-Squibb","icon_url":"https://avatars.githubusercontent.com/u/954209?u=f9c8aa217ed6148625dd598631d66fc563aca605\u0026v=4","repositories_count":16,"last_synced_at":"2023-04-04T12:17:34.515Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/muammar","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-04T14:06:27.327Z","updated_at":"2023-04-04T12:17:34.720Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muammar","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muammar/repositories"},"tags":[{"name":"0.0.9","sha":"5bc7808dc0c3ecd650bc52ebc14c2c6fa4e93ef9","kind":"commit","published_at":"2020-03-07T21:13:26.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.9","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.9/manifests"},{"name":"0.0.8","sha":"35b39719c7459d1b4de14d8494e45207e1068298","kind":"commit","published_at":"2020-03-06T17:51:08.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.8","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.8/manifests"},{"name":"0.0.7","sha":"d4a5d601e6e59985325e121fca45cf83037ff692","kind":"commit","published_at":"2020-01-30T05:03:47.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.7","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.7/manifests"},{"name":"0.0.6","sha":"0a41f491cddc12ac86e2929cdbe4779897ea65a3","kind":"commit","published_at":"2020-01-19T20:29:53.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.6","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.6/manifests"},{"name":"0.0.5","sha":"a041d4c747c62f5043ab88ff5ef74f11aae00661","kind":"commit","published_at":"2020-01-07T22:35:29.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.5","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.5/manifests"},{"name":"0.0.4","sha":"7dc4c264d235f66aabdfa965306740063c48c7eb","kind":"commit","published_at":"2019-11-27T21:36:41.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.4","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.4/manifests"},{"name":"0.0.3","sha":"e386acd688666faa271e18f91016a258df6639cf","kind":"commit","published_at":"2019-11-15T19:32:50.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.3","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.3/manifests"},{"name":"0.0.2","sha":"2c2a2ae82695771050a4b704d965560fd01cb1ee","kind":"commit","published_at":"2019-10-03T17:24:47.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.2","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.2/manifests"},{"name":"0.0.1","sha":"bc008d97fba2dda89e84ac0669f628087f098112","kind":"commit","published_at":"2019-08-03T20:54:59.000Z","download_url":"https://codeload.github.com/muammar/ml4chem/tar.gz/0.0.1","html_url":"https://github.com/muammar/ml4chem/releases/tag/0.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/muammar/ml4chem@0.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/tags/0.0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-26T07:23:24.579Z","dependent_packages_count":0,"downloads":48,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":26.029054538606545,"dependent_repos_count":21.544734775075646,"dependent_packages_count":10.119285352930213,"stargazers_count":7.373395454977655,"forks_count":9.32528287534468,"docker_downloads_count":null,"average":14.878350599386948},"purl":"pkg:pypi/ml4chem","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/ml4chem","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/ml4chem","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/ml4chem/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-20T21:47:41.703Z","issues_count":13,"pull_requests_count":9,"avg_time_to_close_issue":3832811.1428571427,"avg_time_to_close_pull_request":225524.42857142858,"issues_closed_count":7,"pull_requests_closed_count":7,"pull_request_authors_count":4,"issue_authors_count":1,"avg_comments_per_issue":0.9230769230769231,"avg_comments_per_pull_request":0.4444444444444444,"merged_pull_requests_count":6,"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/muammar%2Fml4chem/issues","maintainers":[{"login":"muammar","count":16,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/muammar"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ml4chem/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ml4chem/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ml4chem/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/ml4chem/related_packages","maintainers":[{"uuid":"muammar","login":"muammar","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/muammar/","role":null,"created_at":"2023-02-24T17:03:05.003Z","updated_at":"2023-02-24T17:03:05.003Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/muammar/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726285,"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":612392,"full_name":"muammar/ml4chem","default_branch":"master","committers":[{"name":"Muammar El Khatib","email":"muammarelkhatib@gmail.com","login":"muammar","count":392},{"name":"Jacklyn Gee","email":"jgee214@gmail.com","login":"jacklyngee","count":7},{"name":"vishankkumar","email":"vishank.kumar@abeegroup.com","login":null,"count":1}],"total_commits":400,"total_committers":3,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":133.33333333333334,"dds":0.020000000000000018,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-06-18T02:49:38.177Z","last_synced_commit":"365487c23ea3386657e178e56ab31adfe8d5d073","created_at":"2023-03-09T07:29:10.989Z","updated_at":"2025-06-18T02:49:38.177Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.276Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"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":"muammar/ml4chem","html_url":"https://github.com/muammar/ml4chem","last_synced_at":"2025-08-26T07:27:31.195Z","status":"error","issues_count":13,"pull_requests_count":9,"avg_time_to_close_issue":3832811.1428571427,"avg_time_to_close_pull_request":225524.42857142858,"issues_closed_count":7,"pull_requests_closed_count":7,"pull_request_authors_count":4,"issue_authors_count":1,"avg_comments_per_issue":0.9230769230769231,"avg_comments_per_pull_request":0.4444444444444444,"merged_pull_requests_count":6,"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":"2023-05-14T17:52:42.878Z","updated_at":"2025-08-26T07:27:31.196Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/muammar%2Fml4chem/issues","issue_labels_count":{"enhancement":3},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":13},"pull_request_author_associations_count":{"CONTRIBUTOR":4,"OWNER":3,"NONE":2},"issue_authors":{"muammar":13},"pull_request_authors":{"jacklyngee":3,"muammar":3,"eligardella":2,"vishankkumar":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10157516,"issues_count":32050310,"pull_requests_count":100215059,"authors_count":10725171,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"muammar","count":16,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/muammar"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":3,"PushEvent":1},"last_year":{"WatchEvent":3,"PushEvent":1}},"keywords":["chemistry","deeplearning","kernel","kernel-methods","machine-learning","materials-science","physics"],"dependencies":[{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-26T17:21:07.806Z","updated_at":"2022-09-26T17:21:07.806Z","repository_link":"https://github.com/muammar/ml4chem/blob/master/docs/requirements.txt","dependencies":[{"id":6135752555,"package_name":"joblib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752556,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752557,"package_name":"dask_ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752558,"package_name":"ase","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752559,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752560,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752561,"package_name":"pip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752562,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752563,"package_name":"plotly","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752564,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752565,"package_name":"msgpack_numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752566,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752567,"package_name":"dscribe","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752568,"package_name":"msgpack_python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752569,"package_name":"scikit_learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752570,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752571,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-26T17:21:07.951Z","updated_at":"2022-09-26T17:21:07.951Z","repository_link":"https://github.com/muammar/ml4chem/blob/master/requirements.txt","dependencies":[{"id":6135752703,"package_name":"joblib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752704,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752705,"package_name":"dask_ml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752706,"package_name":"ase","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752707,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752708,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752709,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752710,"package_name":"pip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752711,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752712,"package_name":"plotly","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752713,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752714,"package_name":"msgpack_numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752715,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752716,"package_name":"dscribe","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752717,"package_name":"msgpack","ecosystem":"pypi","requirements":"\u003e=0.6.0","direct":true,"kind":"runtime","optional":false},{"id":6135752718,"package_name":"msgpack_python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6135752719,"package_name":"scikit_learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"conda","filepath":"docs/environment.yml","sha":null,"kind":"manifest","created_at":"2023-11-17T00:11:49.747Z","updated_at":"2023-11-17T00:11:49.747Z","repository_link":"https://github.com/muammar/ml4chem/blob/master/docs/environment.yml","dependencies":[{"id":14546414100,"package_name":"python","ecosystem":"conda","requirements":"3.7","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-11-17T00:11:50.305Z","updated_at":"2023-11-17T00:11:50.305Z","repository_link":"https://github.com/muammar/ml4chem/blob/master/setup.py","dependencies":[]}],"score":9.674074388208323,"created_at":"2025-09-08T20:58:33.844Z","updated_at":"2025-10-07T08:28:15.676Z","avatar_url":"https://github.com/muammar.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":48,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/79704","html_url":"https://science.ecosyste.ms/projects/79704"}