{"id":21389459,"url":"https://github.com/feifeibear/smo-svm","last_synced_at":"2025-08-21T00:12:36.663Z","repository":{"id":85016995,"uuid":"54299343","full_name":"feifeibear/SMO-SVM","owner":"feifeibear","description":"a python implementation of libsvm","archived":false,"fork":false,"pushed_at":"2016-03-20T04:03:33.000Z","size":5001,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-16T12:46:48.856Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Perl","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/feifeibear.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2016-03-20T03:51:35.000Z","updated_at":"2018-08-08T10:08:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"d6a798bf-eab3-4b96-a4f3-e1563a410d5a","html_url":"https://github.com/feifeibear/SMO-SVM","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/feifeibear/SMO-SVM","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feifeibear%2FSMO-SVM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feifeibear%2FSMO-SVM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feifeibear%2FSMO-SVM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feifeibear%2FSMO-SVM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/feifeibear","download_url":"https://codeload.github.com/feifeibear/SMO-SVM/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feifeibear%2FSMO-SVM/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271405905,"owners_count":24753876,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-20T02:00:09.606Z","response_time":69,"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":"2024-11-22T12:26:37.327Z","updated_at":"2025-08-21T00:12:36.640Z","avatar_url":"https://github.com/feifeibear.png","language":"Perl","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SMO-SVM\na python implementation of libsvm\n\nlibsvm.py : The SMO version propoesd in this paper:\nR.-E. Fan, P.-H. Chen, and C.-J. Lin. Working set selection using second order information for training SVM. Journal of Machine Learning Research 6, 1889-1918, 2005\nIt is also the idea adopted by 2016 libsvm 2.8+ version\n\noldsvm.py is a SMO version with working set selected by old method.\n\nIt should be noticed that both of them are very slow when it comes to big training set!!","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeifeibear%2Fsmo-svm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffeifeibear%2Fsmo-svm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeifeibear%2Fsmo-svm/lists"}