{"id":18730171,"url":"https://github.com/wangg12/deepboost.jl","last_synced_at":"2025-11-12T08:30:20.279Z","repository":{"id":184121654,"uuid":"77371320","full_name":"wangg12/DeepBoost.jl","owner":"wangg12","description":"deep boosting algorithm implementation in Julia","archived":false,"fork":false,"pushed_at":"2019-01-18T06:34:29.000Z","size":12,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-12-28T14:43:41.645Z","etag":null,"topics":["deep-boosting-algorithm","julia"],"latest_commit_sha":null,"homepage":null,"language":"Julia","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/wangg12.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2016-12-26T08:54:44.000Z","updated_at":"2019-01-18T06:34:31.000Z","dependencies_parsed_at":"2023-07-27T06:44:23.299Z","dependency_job_id":null,"html_url":"https://github.com/wangg12/DeepBoost.jl","commit_stats":null,"previous_names":["wangg12/deepboost.jl"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangg12%2FDeepBoost.jl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangg12%2FDeepBoost.jl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangg12%2FDeepBoost.jl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangg12%2FDeepBoost.jl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wangg12","download_url":"https://codeload.github.com/wangg12/DeepBoost.jl/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239599028,"owners_count":19665911,"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":["deep-boosting-algorithm","julia"],"created_at":"2024-11-07T14:37:25.106Z","updated_at":"2025-11-12T08:30:20.237Z","avatar_url":"https://github.com/wangg12.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepBoost.jl\ndeep boosting algorithm implementation in Julia\n\nAdapted from:\n* google's original c++ implementation: [https://github.com/google/deepboost](https://github.com/google/deepboost) \n* dmarcous's c++ and R implementation [https://github.com/dmarcous/CRAN_deepboost](https://github.com/dmarcous/CRAN_deepboost).\n\n### Examples\nSee `ionosphere_deepboost.jl` for detailed usage, it should be easy to understand.\n\nNote that this work can only do binary classification.\n\nFor multi-class deep boosting, please refer to this paper:\n\n[Vitaly Kuznetsov, Mehryar Mohri, Umar Syed, Multi-Class Deep Boosting, NIPS'14](https://papers.nips.cc/paper/5514-multi-class-deep-boosting)\n\n### Reference Paper\nSee this paper for details\n[Corinna Cortes, Mehryar Mohri, Umar Syed,  Deep Boosting, JMLR'14](http://www.jmlr.org/proceedings/papers/v32/cortesb14.html)\n\n### Credits\nWritten and maintained by:\n\n[Gu Wang](https://github.com/wangg12)\n\n[Yu Yang](https://github.com/yangyu12) \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwangg12%2Fdeepboost.jl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwangg12%2Fdeepboost.jl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwangg12%2Fdeepboost.jl/lists"}