{"id":17352955,"url":"https://github.com/sumukh/parallelrf","last_synced_at":"2025-03-27T13:14:23.634Z","repository":{"id":23385760,"uuid":"26747405","full_name":"Sumukh/ParallelRF","owner":"Sumukh","description":"Parallel Random Forests for digit classification. ~4000x speedup from original code","archived":false,"fork":false,"pushed_at":"2014-12-13T08:32:35.000Z","size":35866,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-02-01T17:25:17.122Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Sumukh.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}},"created_at":"2014-11-17T08:33:27.000Z","updated_at":"2020-07-08T09:28:34.000Z","dependencies_parsed_at":"2022-08-22T00:10:26.065Z","dependency_job_id":null,"html_url":"https://github.com/Sumukh/ParallelRF","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/Sumukh%2FParallelRF","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sumukh%2FParallelRF/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sumukh%2FParallelRF/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sumukh%2FParallelRF/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sumukh","download_url":"https://codeload.github.com/Sumukh/ParallelRF/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245850360,"owners_count":20682647,"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":"2024-10-15T17:15:06.570Z","updated_at":"2025-03-27T13:14:23.601Z","avatar_url":"https://github.com/Sumukh.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"------------------------------------------------------\r\nlib Random Forest (libRF)\r\n------------------------------------------------------\r\nTest Status:\r\n[![Build Status](https://travis-ci.org/Sumukh/ParallelRF.svg)](https://travis-ci.org/Sumukh/ParallelRF)\r\nContent:\r\n\r\n1. Installing\r\n2. Executing\r\n3. References\r\n\r\n------------------------------------------------------\r\n\r\n1. Installing\r\n\r\n1.1 Dependencies\r\n\r\nNone except for STL.\r\n\r\n1.2 Compiling libRandomForest\r\n1.2.1 Linux/Mac\r\n\r\ncd to the directory containing the libRF Makefile. Then type\r\n\r\n$ make\r\n\r\nwhich should result in an executable named prog.\r\n\r\n1.2.2 Windows\r\nFor convenience we provide a Microsoft Visual Studio 2008 Solution file. Open the Visual Studio Solution and compile as usual.\r\n\r\n------------------------------------------------------\r\n2. Executing\r\n\r\nThe command\r\n\r\n$ ./prog\r\n\r\nperforms leave one out on the Ionosphere data set [2,3]. \r\n\r\n\r\n------------------------------------------------------\r\n3. References\r\n\r\n[1] L. Breiman; Random Forests. Machine Learning, 45(1), 5-32, 2001\r\n[2] V.G. Sigillito, S.P. Wing, L.V. Hutton, and K.B. Baker; Classification of radar returns from the ionosphere using neural networks. Johns Hopkins APL Technical Digest, 10, 262-266, 1989\r\n[3] http://archive.ics.uci.edu/ml/datasets/Ionosphere\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsumukh%2Fparallelrf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsumukh%2Fparallelrf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsumukh%2Fparallelrf/lists"}