{"id":1365,"url":"https://github.com/vlall/Swift-Brain","last_synced_at":"2025-08-02T04:30:54.727Z","repository":{"id":17754656,"uuid":"20607304","full_name":"vlall/Swift-Brain","owner":"vlall","description":"Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.","archived":false,"fork":false,"pushed_at":"2017-05-23T01:00:12.000Z","size":79,"stargazers_count":336,"open_issues_count":1,"forks_count":50,"subscribers_count":35,"default_branch":"master","last_synced_at":"2025-07-22T10:43:59.983Z","etag":null,"topics":["neural-network","swift","swift-brain"],"latest_commit_sha":null,"homepage":"","language":"Swift","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/vlall.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2014-06-08T02:13:50.000Z","updated_at":"2025-06-30T23:10:59.000Z","dependencies_parsed_at":"2022-09-11T22:51:33.754Z","dependency_job_id":null,"html_url":"https://github.com/vlall/Swift-Brain","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/vlall/Swift-Brain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vlall%2FSwift-Brain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vlall%2FSwift-Brain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vlall%2FSwift-Brain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vlall%2FSwift-Brain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vlall","download_url":"https://codeload.github.com/vlall/Swift-Brain/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vlall%2FSwift-Brain/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268334609,"owners_count":24233793,"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":"2025-08-02T02:00:12.353Z","response_time":74,"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":["neural-network","swift","swift-brain"],"created_at":"2024-01-05T20:15:44.785Z","updated_at":"2025-08-02T04:30:54.463Z","avatar_url":"https://github.com/vlall.png","language":"Swift","funding_links":[],"categories":["Machine Learning","Misc","Swift"],"sub_categories":["Other Hardware","Other ML frameworks","General-Purpose Machine Learning","Other free courses"],"readme":"# Swift Brain\nThe first neural network / machine learning library written in Swift. This is a project for AI algorithms in Swift for iOS and OS X development. This project includes algorithms focused on Bayes theorem, neural networks, SVMs, Matrices, etc.. Feel free to contribute.\n\n### Development\n  Tools:\n- [x] Matrix operations\n Machine Learning algorithms\n- [ ] Basic regressions\n- [x] Kalman filter \n- [x] Neural networks\n- [x] Support vector machines\n- [ ] Bayesian Classifiers \n- [ ] Clustering\n- [ ] Self Organizing\n Statistics\n- [ ]  Bayes theorem/naive classifier\n- [ ]  Markov model\n\n### Installation and Setup\nPodfile coming\n\n### Working Example Application coming.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvlall%2FSwift-Brain","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvlall%2FSwift-Brain","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvlall%2FSwift-Brain/lists"}