{"id":2738707,"name":"fmlpy","ecosystem":"pypi","description":"package for Financial Machine Learning","homepage":"https://github.com/crazywiden/fmlpy","licenses":"LICENSE","normalized_licenses":["MIT-feh"],"repository_url":"https://github.com/crazywiden/fmlpy","keywords_array":["Machine Learning","Financial"],"namespace":null,"versions_count":2,"first_release_published_at":"2019-07-05T05:10:56.000Z","latest_release_published_at":"2019-07-15T02:50:48.000Z","latest_release_number":"0.1.1","latest_published_release_number":null,"last_synced_at":"2026-07-19T06:17:36.055Z","created_at":"2022-04-10T11:02:50.000Z","updated_at":"2026-08-29T20:07:16.904Z","registry_url":"https://pypi.org/project/fmlpy/","install_command":"pip install fmlpy --index-url https://pypi.org/simple","documentation_url":"https://fmlpy.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","Intended Audience :: Financial and Insurance Industry","Programming Language :: Python :: 3"],"normalized_name":"fmlpy","project_status":null},"repo_metadata":{"id":57431594,"uuid":"173635924","full_name":"crazywiden/fmlpy","owner":"crazywiden","description":"python for Financial Machine Learning","archived":false,"fork":false,"pushed_at":"2021-08-24T08:16:58.000Z","size":3817,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-09-28T00:19:08.872Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/crazywiden.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-03-03T22:08:42.000Z","updated_at":"2023-05-18T07:19:22.000Z","dependencies_parsed_at":"2022-09-02T11:51:37.096Z","dependency_job_id":null,"html_url":"https://github.com/crazywiden/fmlpy","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/crazywiden/fmlpy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crazywiden%2Ffmlpy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crazywiden%2Ffmlpy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crazywiden%2Ffmlpy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crazywiden%2Ffmlpy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/crazywiden","download_url":"https://codeload.github.com/crazywiden/fmlpy/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crazywiden%2Ffmlpy/sbom","scorecard":{"id":307812,"data":{"date":"2025-08-11","repo":{"name":"github.com/crazywiden/fmlpy","commit":"e813fa148a410a0681fee2a4577da7208aad04fc"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"checks":[{"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":"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":"Code-Review","score":0,"reason":"Found 0/30 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":"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":"SAST","score":0,"reason":"no SAST tool detected","details":["Warn: no pull requests merged into dev branch"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE: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":-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"}}]},"last_synced_at":"2025-08-17T22:31:01.810Z","repository_id":57431594,"created_at":"2025-08-17T22:31:01.810Z","updated_at":"2025-08-17T22:31:01.810Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":36974506,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-22T15:14:58.755Z","status":"online","status_checked_at":"2026-08-29T02:00:05.978Z","response_time":51,"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":"crazywiden","name":null,"uuid":"36159733","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/36159733?u=98bae0282d3fdf23d4d39d9731aff8ad7fc0c93a\u0026v=4","repositories_count":2,"last_synced_at":"2023-07-23T23:28:09.400Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/crazywiden","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-07-23T23:28:09.423Z","updated_at":"2023-07-23T23:28:09.423Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/crazywiden","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/crazywiden/repositories"},"tags":[]},"repo_metadata_updated_at":"2026-08-29T20:07:16.904Z","dependent_packages_count":0,"downloads":37,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":49.804292567322214,"dependent_repos_count":21.64168977689945,"dependent_packages_count":10.051680376746889,"stargazers_count":25.008887240979927,"forks_count":29.752664764332966,"docker_downloads_count":null,"average":27.25184294525629},"purl":"pkg:pypi/fmlpy","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/fmlpy","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/fmlpy","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/fmlpy/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-23T03:14:33.569Z","issues_count":0,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"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/crazywiden%2Ffmlpy/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fmlpy/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fmlpy/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fmlpy/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fmlpy/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fmlpy/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fmlpy/codemeta","maintainers":[{"uuid":"widen","login":"widen","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/widen/","role":null,"created_at":"2023-02-24T06:26:18.150Z","updated_at":"2023-02-24T06:26:18.150Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/widen/packages"}]}