{"id":357914,"url":"https://github.com/csinva/imodels","last_synced_at":"2026-05-14T04:11:21.926Z","repository":{"id":37021953,"uuid":"195266931","full_name":"csinva/imodels","owner":"csinva","description":"Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).","archived":false,"fork":false,"pushed_at":"2026-05-06T05:32:32.000Z","size":169670,"stargazers_count":1588,"open_issues_count":38,"forks_count":138,"subscribers_count":19,"default_branch":"master","last_synced_at":"2026-05-12T03:10:28.210Z","etag":null,"topics":["ai","artificial-intelligence","bayesian-rule-list","data-science","explainable-ai","explainable-ml","imodels","interpretability","machine-learning","ml","optimal-classification-tree","python","rule-learning","rulefit","rules","scikit-learn","statistics","supervised-learning"],"latest_commit_sha":null,"homepage":"https://csinva.io/imodels","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/csinva.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"license.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-07-04T15:38:48.000Z","updated_at":"2026-05-08T02:50:02.000Z","dependencies_parsed_at":"2023-09-22T03:01:52.271Z","dependency_job_id":"b0d463ac-4aaf-4b75-9d27-0d3cda224021","html_url":"https://github.com/csinva/imodels","commit_stats":{"total_commits":924,"total_committers":27,"mean_commits":34.22222222222222,"dds":0.5660173160173161,"last_synced_commit":"7581f435e7e9d991643cbdef850e4e31e69ebdb7"},"previous_names":[],"tags_count":39,"template":false,"template_full_name":null,"purl":"pkg:github/csinva/imodels","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/sbom","scorecard":{"id":310949,"data":{"date":"2025-08-11","repo":{"name":"github.com/csinva/imodels","commit":"5ad4846e02a44e2114d38fe71abc23c70eada6e1"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.3,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Code-Review","score":0,"reason":"Found 2/26 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":"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":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/python-package.yml:1","Info: no jobLevel write permissions found"],"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":5,"reason":"5 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 5","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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/csinva/imodels/python-package.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/csinva/imodels/python-package.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:25","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 pipCommand dependencies pinned"],"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":"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":"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: license.md:0","Info: FSF or OSI recognized license: MIT License: license.md:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"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":-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 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"}}]},"last_synced_at":"2025-08-17T23:10:14.761Z","repository_id":37021953,"created_at":"2025-08-17T23:10:14.761Z","updated_at":"2025-08-17T23:10:14.761Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33009998,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-13T13:14:54.681Z","status":"online","status_checked_at":"2026-05-14T02:00:06.663Z","response_time":57,"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":"csinva","name":"Chandan Singh","uuid":"4960970","kind":"user","description":"Senior researcher @Microsoft interpreting ML models in science and medicine. PhD from UC Berkeley.","email":"","website":"csinva.io","location":"Microsoft research","twitter":"csinva_","company":"Senior researcher","icon_url":"https://avatars.githubusercontent.com/u/4960970?u=e7ae9f4b67102be3050c4975638153bedf2331fe\u0026v=4","repositories_count":29,"last_synced_at":"2023-03-02T11:05:30.824Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/csinva","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T03:37:04.082Z","updated_at":"2023-03-02T11:05:30.832Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva/repositories"},"packages":[{"id":2765898,"name":"imodels","ecosystem":"pypi","description":"Implementations of various interpretable models","homepage":"https://github.com/csinva/imodels","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/csinva/imodels","keywords_array":[],"namespace":null,"versions_count":55,"first_release_published_at":"2020-09-20T22:20:43.000Z","latest_release_published_at":"2025-11-25T16:27:23.000Z","latest_release_number":"2.0.4","last_synced_at":"2026-05-01T22:01:50.336Z","created_at":"2022-04-10T11:18:12.130Z","updated_at":"2026-05-01T22:04:46.538Z","registry_url":"https://pypi.org/project/imodels/","install_command":"pip install imodels --index-url https://pypi.org/simple","documentation_url":"https://imodels.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"imodels","project_status":null},"repo_metadata":{"id":37021953,"uuid":"195266931","full_name":"csinva/imodels","owner":"csinva","description":"Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).","archived":false,"fork":false,"pushed_at":"2026-04-13T14:41:55.000Z","size":170535,"stargazers_count":1585,"open_issues_count":38,"forks_count":137,"subscribers_count":19,"default_branch":"master","last_synced_at":"2026-04-23T18:06:16.016Z","etag":null,"topics":["ai","artificial-intelligence","bayesian-rule-list","data-science","explainable-ai","explainable-ml","imodels","interpretability","machine-learning","ml","optimal-classification-tree","python","rule-learning","rulefit","rules","scikit-learn","statistics","supervised-learning"],"latest_commit_sha":null,"homepage":"https://csinva.io/imodels","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/csinva.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"license.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-07-04T15:38:48.000Z","updated_at":"2026-04-22T08:02:47.000Z","dependencies_parsed_at":"2023-09-22T03:01:52.271Z","dependency_job_id":"b0d463ac-4aaf-4b75-9d27-0d3cda224021","html_url":"https://github.com/csinva/imodels","commit_stats":{"total_commits":924,"total_committers":27,"mean_commits":34.22222222222222,"dds":0.5660173160173161,"last_synced_commit":"7581f435e7e9d991643cbdef850e4e31e69ebdb7"},"previous_names":[],"tags_count":39,"template":false,"template_full_name":null,"purl":"pkg:github/csinva/imodels","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/sbom","scorecard":{"id":310949,"data":{"date":"2025-08-11","repo":{"name":"github.com/csinva/imodels","commit":"5ad4846e02a44e2114d38fe71abc23c70eada6e1"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.3,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Code-Review","score":0,"reason":"Found 2/26 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":"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":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/python-package.yml:1","Info: no jobLevel write permissions found"],"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":5,"reason":"5 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 5","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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/csinva/imodels/python-package.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/python-package.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/csinva/imodels/python-package.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/python-package.yml:25","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 pipCommand dependencies pinned"],"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":"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":"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: license.md:0","Info: FSF or OSI recognized license: MIT License: license.md:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"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":-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 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"}}]},"last_synced_at":"2025-08-17T23:10:14.761Z","repository_id":37021953,"created_at":"2025-08-17T23:10:14.761Z","updated_at":"2025-08-17T23:10:14.761Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32352406,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-27T17:12:42.749Z","status":"ssl_error","status_checked_at":"2026-04-27T17:12:41.658Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"csinva","name":"Chandan Singh","uuid":"4960970","kind":"user","description":"Senior researcher @Microsoft interpreting ML models in science and medicine. PhD from UC Berkeley.","email":"","website":"csinva.io","location":"Microsoft research","twitter":"csinva_","company":"Senior researcher","icon_url":"https://avatars.githubusercontent.com/u/4960970?u=e7ae9f4b67102be3050c4975638153bedf2331fe\u0026v=4","repositories_count":29,"last_synced_at":"2023-03-02T11:05:30.824Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/csinva","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-13T03:37:04.082Z","updated_at":"2023-03-02T11:05:30.832Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva/repositories"},"tags":[{"name":"v2.0.0","sha":"6d87a8f3262a18f26820a72d549aed8b54631b2a","kind":"commit","published_at":"2024-10-15T14:17:58.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v2.0.0","html_url":"https://github.com/csinva/imodels/releases/tag/v2.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v2.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v2.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v2.0.0/manifests"},{"name":"v1.4.5","sha":"245f0193b4ba4c6a3270f17ee8d9967f6af1527f","kind":"commit","published_at":"2024-05-23T15:06:09.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.4.5","html_url":"https://github.com/csinva/imodels/releases/tag/v1.4.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.4.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.5/manifests"},{"name":"v1.4.3","sha":"05ccf62a7dcea8ccfd46906e76b38d6487ec4780","kind":"commit","published_at":"2024-03-12T03:22:17.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.4.3","html_url":"https://github.com/csinva/imodels/releases/tag/v1.4.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.4.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.3/manifests"},{"name":"v1.4.2","sha":"928f2e5d947afe8655f5e021c9021cf0b4a9e3f1","kind":"commit","published_at":"2024-02-29T14:53:11.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.4.2","html_url":"https://github.com/csinva/imodels/releases/tag/v1.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.2/manifests"},{"name":"v1.4.1","sha":"1df3dc09187cac12ed660f4a4013d657c0096cc7","kind":"commit","published_at":"2023-10-05T02:20:29.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.4.1","html_url":"https://github.com/csinva/imodels/releases/tag/v1.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.1/manifests"},{"name":"v1.4.0","sha":"86645d0ea35165ccfc77e268a5d4382d9c5f2cbf","kind":"commit","published_at":"2023-08-22T16:24:00.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.4.0","html_url":"https://github.com/csinva/imodels/releases/tag/v1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.4.0/manifests"},{"name":"v1.3.18","sha":"f221ba55e839763db3d8cfd8a71a72b2dddc8b89","kind":"commit","published_at":"2023-07-28T18:03:15.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.18","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.18","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.18","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.18","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.18/manifests"},{"name":"v1.3.17","sha":"1243240fec3aae33852ba680ba6aea66a4f86ca7","kind":"commit","published_at":"2023-03-12T22:49:42.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.17","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.17","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.17","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.17","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.17/manifests"},{"name":"v1.3.16","sha":"dba8ba12fe8e23b937a70133f1a8199439979278","kind":"commit","published_at":"2023-03-07T15:55:34.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.16","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.16","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.16","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.16","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.16/manifests"},{"name":"v1.3.12","sha":"c18078ecb919597bdaaae0ca4d521093274f02f2","kind":"commit","published_at":"2023-01-03T16:34:32.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.12","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.12","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.12","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.12","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.12/manifests"},{"name":"v1.3.11","sha":"82d79c34f67b92995bb91cda5bf0e7f766ab2658","kind":"commit","published_at":"2022-12-28T21:40:52.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.11","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.11","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.11","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.11","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.11/manifests"},{"name":"v1.3.8","sha":"8244701f05d8ac3b4db186ae20336be9a6eb3cad","kind":"commit","published_at":"2022-12-10T22:55:09.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.8","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.8/manifests"},{"name":"v1.3.7","sha":"d9fe600bb901bc5a3d5f0aa32e5e3f7183c9ff8b","kind":"commit","published_at":"2022-12-06T20:07:33.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.7","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.7/manifests"},{"name":"v1.3.6","sha":"3774f14cb68b8ee007bb1887a7a334bfe608cb3f","kind":"commit","published_at":"2022-10-31T04:04:11.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.6","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.6/manifests"},{"name":"v1.3.5","sha":"fe09d92ad4a1991109c9ab5cdd50adced7485b10","kind":"commit","published_at":"2022-09-15T20:30:11.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.5","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.5/manifests"},{"name":"v1.3.4","sha":"24fb9946ad1d01bf8b615622c051a41af403d0ad","kind":"commit","published_at":"2022-08-25T05:00:45.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.4","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.4/manifests"},{"name":"v1.3.3","sha":"a647816e3d80876f3a794891e9314269f50555c8","kind":"commit","published_at":"2022-07-28T21:05:04.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.3","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.3/manifests"},{"name":"v.1.3.2","sha":"f28f1cd494e11002db91d95bd82ebe4981f2b94e","kind":"commit","published_at":"2022-07-03T02:50:22.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v.1.3.2","html_url":"https://github.com/csinva/imodels/releases/tag/v.1.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v.1.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v.1.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v.1.3.2/manifests"},{"name":"v2.3.0","sha":"c8e494936582135c089376a4683dcb2a68d90eea","kind":"commit","published_at":"2022-06-15T05:23:47.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v2.3.0","html_url":"https://github.com/csinva/imodels/releases/tag/v2.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v2.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v2.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v2.3.0/manifests"},{"name":"v1.3.0","sha":"c8e494936582135c089376a4683dcb2a68d90eea","kind":"commit","published_at":"2022-06-15T05:23:47.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.3.0","html_url":"https://github.com/csinva/imodels/releases/tag/v1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.3.0/manifests"},{"name":"v1.2.5","sha":"111bcf1fc7bf5f4dda4f6cc62975539ddf4f9169","kind":"commit","published_at":"2022-02-19T23:36:19.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.2.5","html_url":"https://github.com/csinva/imodels/releases/tag/v1.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.2.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.5/manifests"},{"name":"v1.2.3","sha":"b4982cb9cdffc1a876cc7ef43c4ca0e5b203aa12","kind":"commit","published_at":"2022-01-29T03:32:01.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.2.3","html_url":"https://github.com/csinva/imodels/releases/tag/v1.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.2.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.3/manifests"},{"name":"v1.2.2","sha":"b00d7f524d6566792c27b3d7db6757903999ae2a","kind":"commit","published_at":"2022-01-19T18:47:49.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.2.2","html_url":"https://github.com/csinva/imodels/releases/tag/v1.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.2/manifests"},{"name":"v1.2.0","sha":"0144698c5c9b919b2640cb8e2caac3a9124a2a0e","kind":"commit","published_at":"2021-12-06T02:23:10.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.2.0","html_url":"https://github.com/csinva/imodels/releases/tag/v1.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.2.0/manifests"},{"name":"v1.1.3","sha":"518c674e4812f7fafe23206bb1dfd8acef2fdb55","kind":"commit","published_at":"2021-11-15T21:33:24.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.1.3","html_url":"https://github.com/csinva/imodels/releases/tag/v1.1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.1.3/manifests"},{"name":"v1.0.3","sha":"d89c3befa77d740c9441af15c45acafdc5a146ba","kind":"commit","published_at":"2021-10-27T21:24:26.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.0.3","html_url":"https://github.com/csinva/imodels/releases/tag/v1.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.0.3/manifests"},{"name":"v1.0.2","sha":"d640de672b540f70bb2c39eb39c0ba30c9e2b79d","kind":"commit","published_at":"2021-10-12T00:59:57.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.0.2","html_url":"https://github.com/csinva/imodels/releases/tag/v1.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.0.2/manifests"},{"name":"v1.0.1","sha":"6cfcdb5e0f37e3f0854e31329f4e3bd59a2bbdc3","kind":"commit","published_at":"2021-10-04T19:54:10.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v1.0.1","html_url":"https://github.com/csinva/imodels/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v1.0.1/manifests"},{"name":"v0.3.0","sha":"0a94da55b26cb1678e84e25bf4101b679dd95a0e","kind":"commit","published_at":"2021-09-25T04:33:10.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.3.0","html_url":"https://github.com/csinva/imodels/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.3.0/manifests"},{"name":"v0.2.9","sha":"56b68514204811961709b68b811015e5fa466381","kind":"commit","published_at":"2021-07-20T00:21:23.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.9","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.9/manifests"},{"name":"v0.2.8","sha":"571fff5d2b2ec4ddfc71aac7291842a864e15205","kind":"commit","published_at":"2021-03-11T18:50:44.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.8","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.8/manifests"},{"name":"v0.2.7","sha":"ea00225c9483ebc3a919c51ddab30013616816ea","kind":"commit","published_at":"2021-02-17T20:17:43.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.7","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.7/manifests"},{"name":"v0.2.6","sha":"4dd5634b4039972c1f57ca40cc4a7bf65cc6b7ed","kind":"commit","published_at":"2021-01-05T17:05:45.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.6","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.6/manifests"},{"name":"v0.2.5","sha":"3248dc40e2f853a1fc50c01658f978b40611c188","kind":"commit","published_at":"2020-12-08T22:48:26.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.5","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.5/manifests"},{"name":"v0.2.1","sha":"3248dc40e2f853a1fc50c01658f978b40611c188","kind":"commit","published_at":"2020-12-08T22:48:26.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.1","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.1/manifests"},{"name":"v0.2.4","sha":"a68e2e52381261f122349a4084638ff49915fb28","kind":"commit","published_at":"2020-11-15T00:01:42.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.4","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.4/manifests"},{"name":"v0.2.2","sha":"dd4a2f76547e3422d86ac62e1b1d1c53bcc679d5","kind":"commit","published_at":"2020-09-13T06:12:59.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2.2","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2.2/manifests"},{"name":"v0.2","sha":"4babd52513bbb8fdf48e626b71aca9df0c703af4","kind":"commit","published_at":"2020-07-21T19:29:10.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.2","html_url":"https://github.com/csinva/imodels/releases/tag/v0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.2/manifests"},{"name":"v0.1","sha":"4e6062b23b53582b173572af3d60c8bc3fb34ec7","kind":"commit","published_at":"2019-07-18T13:03:37.000Z","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/v0.1","html_url":"https://github.com/csinva/imodels/releases/tag/v0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/csinva/imodels@v0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags/v0.1/manifests"}]},"repo_metadata_updated_at":"2026-05-01T22:04:46.537Z","dependent_packages_count":7,"downloads":47707,"downloads_period":"last-month","dependent_repos_count":4,"rankings":{"downloads":0.7180169129476142,"dependent_repos_count":7.515003249111272,"dependent_packages_count":1.3889499362665376,"stargazers_count":1.8907651331904178,"forks_count":4.433643473673748,"docker_downloads_count":null,"average":3.189275741037918},"purl":"pkg:pypi/imodels","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/imodels","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/imodels","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/imodels/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-04-29T21:05:39.522Z","issues_count":80,"pull_requests_count":68,"avg_time_to_close_issue":3764650.466666667,"avg_time_to_close_pull_request":1141859.5147058824,"issues_closed_count":45,"pull_requests_closed_count":68,"pull_request_authors_count":18,"issue_authors_count":50,"avg_comments_per_issue":1.55,"avg_comments_per_pull_request":1.2647058823529411,"merged_pull_requests_count":63,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":5,"past_year_pull_requests_count":4,"past_year_avg_time_to_close_issue":194672.25,"past_year_avg_time_to_close_pull_request":44312.0,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":1.4,"past_year_avg_comments_per_pull_request":1.75,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":4,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/issues","maintainers":[{"login":"mepland","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mepland"},{"login":"csinva","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/csinva"},{"login":"keyan3","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/keyan3"},{"login":"OmerRonen","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/OmerRonen"},{"login":"yanshuotan","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/yanshuotan"},{"login":"tiffanymtang","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tiffanymtang"},{"login":"mattyshen","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mattyshen"}],"active_maintainers":[{"login":"csinva","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/csinva"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/imodels/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/imodels/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/imodels/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/imodels/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/imodels/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/imodels/codemeta","maintainers":[{"uuid":"csinva","login":"csinva","name":null,"email":null,"url":null,"packages_count":13,"html_url":"https://pypi.org/user/csinva/","role":null,"created_at":"2022-12-12T23:50:20.622Z","updated_at":"2022-12-12T23:50:20.622Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/csinva/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":862529,"maintainers_count":368554,"namespaces_count":0,"keywords_count":280639,"github":"pypi","metadata":{"funded_packages_count":53810},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-05-13T05:09:37.527Z","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"}},{"id":8805307,"name":"github.com/csinva/imodels","ecosystem":"go","description":null,"homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/csinva/imodels","keywords_array":[],"namespace":null,"versions_count":36,"first_release_published_at":"2020-12-08T22:48:26.000Z","latest_release_published_at":"2022-06-15T05:23:47.000Z","latest_release_number":"v2.3.0+incompatible","last_synced_at":"2026-05-03T23:07:09.960Z","created_at":"2024-01-25T05:14:07.907Z","updated_at":"2026-05-03T23:07:09.960Z","registry_url":"https://pkg.go.dev/github.com/csinva/imodels","install_command":"go get github.com/csinva/imodels","documentation_url":"https://pkg.go.dev/github.com/csinva/imodels#section-documentation","metadata":{},"repo_metadata":{"uuid":"195266931","full_name":"csinva/imodels","owner":"csinva","description":"Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).","archived":false,"fork":false,"pushed_at":"2024-01-12T01:05:40.000Z","size":168826,"stargazers_count":1244,"open_issues_count":29,"forks_count":110,"subscribers_count":26,"default_branch":"master","last_synced_at":"2024-01-24T21:06:34.738Z","etag":null,"topics":["ai","artificial-intelligence","bayesian-rule-list","data-science","explainable-ai","explainable-ml","imodels","interpretability","machine-learning","ml","optimal-classification-tree","python","rule-learning","rulefit","rules","scikit-learn","statistics","supervised-learning"],"latest_commit_sha":null,"homepage":"https://csinva.io/imodels","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/csinva.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"license.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-07-04T15:38:48.000Z","updated_at":"2024-01-24T17:15:22.000Z","dependencies_parsed_at":"2023-09-22T03:01:52.271Z","dependency_job_id":"b0d463ac-4aaf-4b75-9d27-0d3cda224021","html_url":"https://github.com/csinva/imodels","commit_stats":{"total_commits":883,"total_committers":25,"mean_commits":35.32,"dds":0.5900339750849377,"last_synced_commit":"6efaa9075df89a8750fe1125cff1010b65f1f2b4"},"previous_names":[],"tags_count":35,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","download_url":"https://codeload.github.com/csinva/imodels/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":182646198,"owners_count":11266515,"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","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"}},"repo_metadata_updated_at":"2024-01-25T05:26:49.098Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":10.166260473489084,"dependent_packages_count":9.01589132938853,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":9.591075901438806},"purl":"pkg:golang/github.com/csinva/imodels","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/csinva/imodels","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/csinva/imodels","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/csinva/imodels/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-01-24T21:09:42.408Z","issues_count":66,"pull_requests_count":60,"avg_time_to_close_issue":2108294.8947368423,"avg_time_to_close_pull_request":1292471.0,"issues_closed_count":38,"pull_requests_closed_count":60,"pull_request_authors_count":12,"issue_authors_count":39,"avg_comments_per_issue":1.6515151515151516,"avg_comments_per_pull_request":1.3,"merged_pull_requests_count":55,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":27,"past_year_pull_requests_count":12,"past_year_avg_time_to_close_issue":2018114.9333333333,"past_year_avg_time_to_close_pull_request":1054036.0833333333,"past_year_issues_closed_count":15,"past_year_pull_requests_closed_count":12,"past_year_pull_request_authors_count":7,"past_year_issue_authors_count":17,"past_year_avg_comments_per_issue":1.2592592592592593,"past_year_avg_comments_per_pull_request":1.1666666666666667,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":11,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/issues"},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fcsinva%2Fimodels/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fcsinva%2Fimodels/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fcsinva%2Fimodels/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fcsinva%2Fimodels/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fcsinva%2Fimodels/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fcsinva%2Fimodels/codemeta","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":2136984,"maintainers_count":0,"namespaces_count":782439,"keywords_count":112823,"github":"golang","metadata":{"funded_packages_count":53495},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2026-04-19T05:14:45.920Z","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"}}],"commits":{"id":595672,"full_name":"csinva/imodels","default_branch":"master","total_commits":962,"total_committers":28,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":34.357142857142854,"dds":0.5363825363825363,"past_year_total_commits":17,"past_year_total_committers":4,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":4.25,"past_year_dds":0.23529411764705888,"last_synced_at":"2026-05-12T03:08:28.153Z","last_synced_commit":"63f19a119c7400bb8bb36444ba5adcc470c58efc","created_at":"2023-03-09T06:33:41.613Z","updated_at":"2026-05-12T03:06:31.737Z","committers":[{"name":"Chandan Singh","email":"chandan_singh@berkeley.edu","login":"csinva","count":446},{"name":"Keyan Nasseri","email":"keyan3@berkeley.edu","login":"keyan3","count":184},{"name":"Yan Shuo Tan","email":"yanshuo@gmail.com","login":"yanshuotan","count":77},{"name":"aagarwal1996","email":"aa3797@berkeley.edu","login":"aagarwal1996","count":68},{"name":"Tiffany Tang","email":"tiffany.tang@berkeley.edu","login":"tiffanymtang","count":60},{"name":"Matthew Epland","email":"matthewepland@gmail.com","login":"mepland","count":37},{"name":"jak_tkvs","email":"32125829+jckkvs","login":"jckkvs","count":31},{"name":"OmerRonen","email":"omerronen10@gmail.com","login":"OmerRonen","count":23},{"name":"Sean Smith","email":"smsmith714@gmail.com","login":"sms1097","count":11},{"name":"Abhineet Agarwal","email":"aa3797@ln003.brc","login":null,"count":2},{"name":"Tiffany Meihui Tang","email":"tiffanytang@n0003.testbed0","login":null,"count":2},{"name":"Davide Fiocco","email":"davidefiocco","login":"davidefiocco","count":2},{"name":"Manuel Schmitz","email":"manuel.schmitz@gmx.net","login":"mcschmitz","count":2},{"name":"Matt Chan","email":"49702524+thewchan","login":"thewchan","count":2},{"name":"zyliang2001","email":"zhongyuan_liang@berkeley.edu","login":"zyliang2001","count":2},{"name":"mattyshen","email":"mattyshen@berkeley.edu","login":"mattyshen","count":1},{"name":"awhug","email":"angus-hughes@outlook.com","login":"awhug","count":1},{"name":"Abhineet Agarwal","email":"aa3797@ln001.brc","login":null,"count":1},{"name":"Martin Holoubek","email":"mholoubek@apple.com","login":null,"count":1},{"name":"Omer Ronen","email":"omer@Omers-MacBook-Air.local","login":null,"count":1},{"name":"Omer Ronen","email":"omer_ronen@arwen.Berkeley.EDU","login":null,"count":1},{"name":"Tiffany Meihui Tang","email":"tiffanytang@n0057.savio3","login":null,"count":1},{"name":"Tuomo Kalliokoski","email":"tuokall@gmail.com","login":"teakfi","count":1},{"name":"Matthew Epland","email":"matthew.epland@komodohealth.com","login":"mattheweplandKH","count":1},{"name":"Manolis Christoforou","email":"emchristoforou@gmail.com","login":"man-c","count":1},{"name":"Hagai Drory","email":"hagaid@savicell.com","login":"hagaid-savicell","count":1},{"name":"Giovanni Misitano","email":"giovanni.a.misitano@jyu.fi","login":"gialmisi","count":1},{"name":"Avi A","email":"aviaminov@gmail.com","login":"bachsh","count":1}],"past_year_committers":[{"name":"Chandan Singh","email":"chansingh@microsoft.com","login":"csinva","count":13},{"name":"zyliang2001","email":"zhongyuan_liang@berkeley.edu","login":"zyliang2001","count":2},{"name":"awhug","email":"angus-hughes@outlook.com","login":"awhug","count":1},{"name":"Manolis Christoforou","email":"emchristoforou@gmail.com","login":"man-c","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-05-14T00:00:09.630Z","repositories_count":6233992,"commits_count":894254152,"contributors_count":34891386,"owners_count":1152767,"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":{"table":{"full_name":"csinva/imodels","html_url":"https://github.com/csinva/imodels","last_synced_at":"2026-05-08T15:03:42.817Z","status":"error","issues_count":80,"pull_requests_count":68,"avg_time_to_close_issue":3764650.466666667,"avg_time_to_close_pull_request":1141859.5147058824,"issues_closed_count":45,"pull_requests_closed_count":68,"pull_request_authors_count":18,"issue_authors_count":50,"avg_comments_per_issue":1.55,"avg_comments_per_pull_request":1.2647058823529411,"merged_pull_requests_count":63,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":5,"past_year_pull_requests_count":4,"past_year_avg_time_to_close_issue":194672.25,"past_year_avg_time_to_close_pull_request":44312.0,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":1.4,"past_year_avg_comments_per_pull_request":1.75,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":4,"created_at":"2023-05-14T15:50:54.346Z","updated_at":"2026-05-08T15:03:42.818Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fimodels/issues","issue_labels_count":{"table":{"enhancement":12,"bug":5,"duplicate":2}},"pull_request_labels_count":{"table":{"documentation":1}},"issue_author_associations_count":{"table":{"NONE":55,"CONTRIBUTOR":13,"COLLABORATOR":8,"OWNER":4}},"pull_request_author_associations_count":{"table":{"COLLABORATOR":39,"CONTRIBUTOR":15,"OWNER":9,"NONE":5}},"issue_authors":{"table":{"davidefiocco":6,"mepland":6,"Yannahhh":4,"csinva":4,"Innixma":3,"LuisaMaria2010":2,"tigerinus":2,"vinay-k12":2,"JSONG006":2,"avraam-inside":2,"erkankarabulut":2,"man-c":2,"Vikram12301":2,"athammad":2,"gialmisi":2,"facusapienza21":2,"davips":2,"keyan3":1,"helq":1,"kmedved":1,"boyan0814":1,"Feelx234":1,"emacheng":1,"jose-matos":1,"Wan-xiaohui":1,"mcschmitz":1,"FBoyang":1,"Mythreyi-V":1,"OmerRonen":1,"marcjulianschwarz":1,"yinweisu":1,"faridmusayev":1,"Manuelhrokr":1,"boltzmann-brain":1,"candalfigomoro":1,"Gabriel-Kissin":1,"ssqkDrs":1,"mattyshen":1,"ja16005":1,"enagabrielate":1,"jckkvs":1,"victor-garcia-adyen":1,"jacons":1,"mattheweplandKH":1,"abhishek-ghose":1,"bking124":1,"asudjianto":1,"ciberger":1,"bbstats":1,"bridgream":1}},"pull_request_authors":{"table":{"keyan3":11,"OmerRonen":11,"mepland":9,"csinva":9,"jckkvs":4,"yanshuotan":4,"tiffanymtang":3,"zachrewolinski":2,"davidefiocco":2,"Hagai":2,"mattheweplandKH":2,"gialmisi":2,"thewchan":2,"mattyshen":1,"man-c":1,"awhug":1,"mcschmitz":1,"holoubekm":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-05-14T00:00:12.120Z","repositories_count":14593683,"issues_count":34271722,"pull_requests_count":112209718,"authors_count":11261257,"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":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{"CONTRIBUTOR":3,"NONE":1,"OWNER":1}},"past_year_pull_request_author_associations_count":{"table":{"CONTRIBUTOR":3,"NONE":1}},"past_year_issue_authors":{"table":{"man-c":2,"boyan0814":1,"csinva":1,"gialmisi":1}},"past_year_pull_request_authors":{"table":{"zachrewolinski":2,"awhug":1,"man-c":1}},"maintainers":[{"table":{"login":"mepland","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mepland"}},{"table":{"login":"csinva","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/csinva"}},{"table":{"login":"keyan3","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/keyan3"}},{"table":{"login":"OmerRonen","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/OmerRonen"}},{"table":{"login":"yanshuotan","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/yanshuotan"}},{"table":{"login":"tiffanymtang","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tiffanymtang"}},{"table":{"login":"mattyshen","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mattyshen"}}],"active_maintainers":[{"table":{"login":"csinva","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/csinva"}}]}},"events":{"total":{"MemberEvent":1,"PullRequestEvent":3,"ForkEvent":10,"IssuesEvent":6,"WatchEvent":121,"IssueCommentEvent":10,"PushEvent":24,"CreateEvent":2},"last_year":{"PullRequestEvent":1,"ForkEvent":5,"IssuesEvent":2,"WatchEvent":46,"IssueCommentEvent":6,"PushEvent":7,"CreateEvent":1}},"keywords":["ai","artificial-intelligence","bayesian-rule-list","data-science","explainable-ai","explainable-ml","imodels","interpretability","machine-learning","ml","optimal-classification-tree","python","rule-learning","rulefit","rules","scikit-learn","statistics","supervised-learning"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/python-package.yml","sha":null,"kind":"manifest","created_at":"2023-02-18T09:31:22.832Z","updated_at":"2023-02-18T09:31:22.832Z","repository_link":"https://github.com/csinva/imodels/blob/master/.github/workflows/python-package.yml","dependencies":[{"id":7758906576,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7758906577,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-09-22T03:01:52.264Z","updated_at":"2023-09-22T03:01:52.264Z","repository_link":"https://github.com/csinva/imodels/blob/master/setup.py","dependencies":[]}],"score":21.499167720701056,"created_at":"2025-04-11T10:21:17.410Z","updated_at":"2026-05-14T04:11:21.934Z","avatar_url":"https://github.com/csinva.png","language":"Jupyter Notebook","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/357914","html_url":"https://summary.ecosyste.ms/projects/357914"}