{"id":2743309,"name":"gaml","ecosystem":"pypi","description":"Genetic Algorithm Machine Learning","homepage":"https://github.com/orlandoacevedo/GAML","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/orlandoacevedo/GAML","keywords_array":["Computational","Chemistry","Genetic","Algorithm","Machine","Learning"],"namespace":null,"versions_count":3,"first_release_published_at":"2020-10-27T21:32:17.000Z","latest_release_published_at":"2020-10-27T21:32:17.000Z","latest_release_number":"0.70.1","last_synced_at":"2026-08-03T23:30:49.431Z","created_at":"2022-04-10T11:05:37.819Z","updated_at":"2026-08-03T23:30:49.432Z","registry_url":"https://pypi.org/project/gaml/","install_command":"pip install gaml --index-url https://pypi.org/simple","documentation_url":"https://gaml.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","Environment :: Console","Intended Audience :: Developers","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Chemistry","Topic :: Scientific/Engineering :: Visualization","Topic :: Software Development :: Build Tools"],"normalized_name":"gaml","project_status":null},"repo_metadata":{"id":52601102,"uuid":"154894078","full_name":"orlandoacevedo/GAML","owner":"orlandoacevedo","description":"Genetic Algorithm Machine Learning (GAML) software package for automated force field parameterization.","archived":false,"fork":false,"pushed_at":"2021-06-24T13:28:49.000Z","size":1663,"stargazers_count":15,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-09-08T13:23:29.386Z","etag":null,"topics":["chemistry","force-field","machine-learning","solvent"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/orlandoacevedo.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":"2018-10-26T21:01:59.000Z","updated_at":"2025-01-10T12:39:54.000Z","dependencies_parsed_at":"2022-08-27T20:51:45.821Z","dependency_job_id":null,"html_url":"https://github.com/orlandoacevedo/GAML","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/orlandoacevedo/GAML","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/orlandoacevedo%2FGAML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/orlandoacevedo%2FGAML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/orlandoacevedo%2FGAML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/orlandoacevedo%2FGAML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/orlandoacevedo","download_url":"https://codeload.github.com/orlandoacevedo/GAML/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/orlandoacevedo%2FGAML/sbom","scorecard":{"id":712533,"data":{"date":"2025-08-11","repo":{"name":"github.com/orlandoacevedo/GAML","commit":"455060241176dbb5624d8ade50070b688454d3eb"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.1,"checks":[{"name":"Code-Review","score":4,"reason":"Found 6/15 approved changesets -- score normalized to 4","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":"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":"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":"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":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"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":"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":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 21 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":"2025-08-22T08:34:18.073Z","repository_id":52601102,"created_at":"2025-08-22T08:34:18.073Z","updated_at":"2025-08-22T08:34:18.073Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281222684,"owners_count":26464002,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-27T02:00:05.855Z","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":"orlandoacevedo","name":"Orlando Acevedo","uuid":"1653386","kind":"user","description":"Professor of Chemistry at the University of Miami","email":"","website":"http://www.acevedoresearch.com","location":"United States","twitter":"AcevedoResearch","company":"University of Miami","icon_url":"https://avatars.githubusercontent.com/u/1653386?u=9af36e956823f68c857c84dcb37b49523a1174dc\u0026v=4","repositories_count":6,"last_synced_at":"2023-03-23T22:17:10.680Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/orlandoacevedo","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-03T18:33:48.862Z","updated_at":"2023-03-23T22:17:11.010Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/orlandoacevedo","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/orlandoacevedo/repositories"},"tags":[]},"repo_metadata_updated_at":"2026-06-15T17:07:33.358Z","dependent_packages_count":0,"downloads":49,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":47.808846758421346,"dependent_repos_count":21.727697944596816,"dependent_packages_count":9.995259271770403,"stargazers_count":17.080903888008166,"forks_count":14.215578079446939,"docker_downloads_count":null,"average":22.165657188448733},"purl":"pkg:pypi/gaml","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/gaml","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/gaml","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/gaml/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-06-30T02:16:59.912Z","issues_count":0,"pull_requests_count":10,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":693547.8,"issues_closed_count":0,"pull_requests_closed_count":10,"pull_request_authors_count":2,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":0.1,"merged_pull_requests_count":10,"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/orlandoacevedo%2FGAML/issues","maintainers":[{"login":"orlandoacevedo","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/orlandoacevedo"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/gaml/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/gaml/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/gaml/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/gaml/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/gaml/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/gaml/codemeta","maintainers":[{"uuid":"zhongxiang117","login":"zhongxiang117","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/zhongxiang117/","role":null,"created_at":"2023-02-24T07:10:57.007Z","updated_at":"2023-02-24T07:10:57.007Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/zhongxiang117/packages"}]}