{"id":13775553,"url":"https://github.com/biolab/orange3-conformal","last_synced_at":"2025-10-04T09:58:57.323Z","repository":{"id":57449492,"uuid":"80833241","full_name":"biolab/orange3-conformal","owner":"biolab","description":"Conformal Prediction library for Orange3","archived":false,"fork":false,"pushed_at":"2019-05-24T07:41:10.000Z","size":4179,"stargazers_count":10,"open_issues_count":0,"forks_count":7,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-09-21T19:29:20.287Z","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":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/biolab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-02-03T13:52:33.000Z","updated_at":"2023-04-19T14:13:30.000Z","dependencies_parsed_at":"2022-09-16T08:52:07.911Z","dependency_job_id":null,"html_url":"https://github.com/biolab/orange3-conformal","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/biolab/orange3-conformal","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3-conformal","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3-conformal/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3-conformal/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3-conformal/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/biolab","download_url":"https://codeload.github.com/biolab/orange3-conformal/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3-conformal/sbom","scorecard":{"id":239240,"data":{"date":"2025-08-11","repo":{"name":"github.com/biolab/orange3-conformal","commit":"f478c3787e593f4aeb4187ab368a58f20797017c"},"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":"Code-Review","score":0,"reason":"Found 0/25 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":"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":"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":"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":"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":"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":"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":"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.txt:0","Info: FSF or OSI recognized license: GNU General Public License v3.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"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":"2025-08-17T06:21:38.407Z","repository_id":57449492,"created_at":"2025-08-17T06:21:38.407Z","updated_at":"2025-08-17T06:21:38.407Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278296082,"owners_count":25963432,"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":"2025-10-04T02:00:05.491Z","response_time":63,"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"}},"keywords":[],"created_at":"2024-08-03T17:01:41.132Z","updated_at":"2025-10-04T09:58:57.299Z","avatar_url":"https://github.com/biolab.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"Orange3 Conformal Prediction\n============================\n\nConformal Prediction is an add-on for [Orange3](http://orange.biolab.si) data mining software package.\nIt provides an extensive toolset for conformal prediction.\n\nInstallation\n------------\n\nTo install the add-on, run\n\n    python setup.py install\n\nTo register this add-on with Orange, but keep the code in the development directory (do not copy it to \nPython's site-packages directory), run\n\n    python setup.py develop\n\nUsage\n-----\n\nThe library in the add-on can be used in Python scripts. The add-on does not provide any GUI widgets.\n\nThe example below evaluates an inductive conformal predictor at 0.1 significance level\non the Iris dataset (spliting it into a training and testing set in ratio 2:1).\nThe nonconformity scores used by the conformal predictor are based on the probabilities returned\nby a Naive Bayes classifier.\n\n    import Orange\n    import orangecontrib.conformal as cp\n\n    tab = Orange.data.Table('iris')\n    nc = cp.nonconformity.InverseProbability(Orange.classification.NaiveBayesLearner())\n    ic = cp.classification.InductiveClassifier(nc)\n    r = cp.evaluation.run(ic, 0.1, cp.evaluation.RandomSampler(tab, 2, 1))\n    print(r.accuracy())\n\nDocumentation\n-------------\n\nPlease see doc/Orange-ConformalPrediction.pdf. Documentation in other formats can also be built using Sphinx from the doc directory.\n\nOnline documentation is available at [https://orange3-conformal.readthedocs.io](https://orange3-conformal.readthedocs.io).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbiolab%2Forange3-conformal","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbiolab%2Forange3-conformal","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbiolab%2Forange3-conformal/lists"}