{"id":18538166,"url":"https://github.com/emilemathieu/blog_svm","last_synced_at":"2025-05-15T02:11:28.930Z","repository":{"id":88389496,"uuid":"143740823","full_name":"emilemathieu/blog_svm","owner":"emilemathieu","description":"An Efficient Soft-Margin Kernel SVM Implementation In Python","archived":false,"fork":false,"pushed_at":"2018-08-08T10:54:47.000Z","size":1190,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-17T07:44:25.568Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://www.emilemathieu.fr/blog_svm.html","language":"Python","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/emilemathieu.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-08-06T14:33:10.000Z","updated_at":"2024-11-12T17:25:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"f66ca24c-0b2a-4d59-846a-4c6b2400a5a3","html_url":"https://github.com/emilemathieu/blog_svm","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2Fblog_svm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2Fblog_svm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2Fblog_svm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2Fblog_svm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emilemathieu","download_url":"https://codeload.github.com/emilemathieu/blog_svm/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254259392,"owners_count":22040821,"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"}},"keywords":[],"created_at":"2024-11-06T19:42:34.350Z","updated_at":"2025-05-15T02:11:28.827Z","avatar_url":"https://github.com/emilemathieu.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# An Efficient Soft-Margin Kernel SVM Implementation In Python\n\n### Code used for [my tutorial blog post](http://emilemathieu.fr/blog_svm.html).\n\n## Run example\n```\ngit clone https://github.com/emilemathieu/blog_svm\ncd blog_svm\ncd code\npython example.py\n```\n\n## Repository organisation\n- references: referred papers\n- code \u003e kernel: several canonical kernels\n- code \u003e binary_classification: soft-margin kernel SVM implemented with SMO\n- code \u003e example.py: small 2d binary classification task example\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femilemathieu%2Fblog_svm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Femilemathieu%2Fblog_svm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femilemathieu%2Fblog_svm/lists"}