{"id":21189436,"url":"https://github.com/boechat107/svm_optimization","last_synced_at":"2026-01-03T03:04:12.537Z","repository":{"id":5277127,"uuid":"6456208","full_name":"boechat107/svm_optimization","owner":"boechat107","description":"Fundamentals of the Support Vector Machines for classification. A work for the convex optimization course of das-ufsc.","archived":false,"fork":false,"pushed_at":"2014-09-14T17:26:27.000Z","size":520,"stargazers_count":1,"open_issues_count":0,"forks_count":3,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-21T13:25:50.636Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TeX","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/boechat107.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}},"created_at":"2012-10-30T11:32:01.000Z","updated_at":"2014-09-14T17:20:55.000Z","dependencies_parsed_at":"2022-09-23T21:40:28.016Z","dependency_job_id":null,"html_url":"https://github.com/boechat107/svm_optimization","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/boechat107%2Fsvm_optimization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/boechat107%2Fsvm_optimization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/boechat107%2Fsvm_optimization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/boechat107%2Fsvm_optimization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/boechat107","download_url":"https://codeload.github.com/boechat107/svm_optimization/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243646521,"owners_count":20324582,"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":"2024-11-20T18:52:18.109Z","updated_at":"2026-01-03T03:04:07.508Z","avatar_url":"https://github.com/boechat107.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SVM optimization problem\n\nThis was a homework done for a *convex optimization* class and it's objective is to\nintroduce the optimization problem behind the *Support Vector Machines* for \nclassification tasks.\n\nThe `tex` file was used to give a presentation of the homework and it contains all\nthe mathematical formulation to explain the SVM optimization problem and how it is\nused to be solved.\n\nThe code was written in Matlab and uses the [CVX](http://cvxr.com/cvx/) package to\nsolve the discussed convex problem.\nThe example used in the presentation can be run just using the file `main.m`.\nOne should note some weird results when running the code; the results always prints\nsomething about the primal and dual problems, even when I tried to solve just one of\nthem (feel free to fork and make it right).\n\nI made more detailed notes about the subject and I would be happy to share them.\nIf you think they could help, just drop me an email.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fboechat107%2Fsvm_optimization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fboechat107%2Fsvm_optimization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fboechat107%2Fsvm_optimization/lists"}