{"id":13696227,"url":"https://github.com/BIDData/BIDMach","last_synced_at":"2025-05-03T16:33:00.437Z","repository":{"id":1019423,"uuid":"6328806","full_name":"BIDData/BIDMach","owner":"BIDData","description":"CPU and GPU-accelerated Machine Learning Library","archived":false,"fork":false,"pushed_at":"2022-10-04T23:35:03.000Z","size":40635,"stargazers_count":916,"open_issues_count":67,"forks_count":168,"subscribers_count":87,"default_branch":"master","last_synced_at":"2024-11-13T00:32:38.362Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Scala","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/BIDData.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":"2012-10-22T03:17:08.000Z","updated_at":"2024-09-20T18:53:41.000Z","dependencies_parsed_at":"2022-08-06T10:01:23.629Z","dependency_job_id":null,"html_url":"https://github.com/BIDData/BIDMach","commit_stats":null,"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BIDData%2FBIDMach","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BIDData%2FBIDMach/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BIDData%2FBIDMach/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BIDData%2FBIDMach/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BIDData","download_url":"https://codeload.github.com/BIDData/BIDMach/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252216113,"owners_count":21713100,"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":"2024-08-02T18:00:37.498Z","updated_at":"2025-05-03T16:32:56.296Z","avatar_url":"https://github.com/BIDData.png","language":"Scala","readme":"\n\nBIDMach is a very fast machine learning library. Check the latest \u003cb\u003e\u003ca href=\"https://github.com/BIDData/BIDMach/wiki/Benchmarks\"\u003ebenchmarks\u003c/a\u003e\u003c/b\u003e\n\nThe github distribution contains source code only. You also need a jdk 8, an installation of NVIDIA CUDA 8.0 (if you want to use a GPU) and CUDNN 5 if you plan to use deep networks. For building you need \u003ca href=\"https://maven.apache.org/docs/history.html\"\u003emaven 3.X\u003c/a\u003e.\n\nAfter doing \u003ccode\u003egit clone\u003c/code\u003e, cd to the BIDMach directory, and build and install the jars with \u003ccode\u003emvn install\u003c/code\u003e. You can then run bidmach with `./bidmach`. More details on installing and running are available \u003cb\u003e\u003ca href=\"https://github.com/BIDData/BIDMach/wiki/Installing-and-Running\"\u003ehere\u003c/a\u003e\u003c/b\u003e.\n\nThe main project page is \u003cb\u003e\u003ca href=\"http://bid2.berkeley.edu/bid-data-project/\"\u003ehere\u003c/a\u003e\u003c/b\u003e.\n\nDocumentation is \u003cb\u003e\u003ca href=\"https://github.com/BIDData/BIDMach/wiki\"\u003ehere in the wiki\u003c/a\u003e\u003c/b\u003e\n\n\u003cb\u003eNew\u003c/b\u003e BIDMach has a \u003cb\u003e\u003ca href=\"https://groups.google.com/forum/#!forum/bidmach-users-group\"\u003ediscussion group\u003c/a\u003e\u003c/b\u003e on Google Groups.\n\nBIDMach is a sister project of BIDMat, a matrix library, which is \n\u003cb\u003e\u003ca href=\"https://github.com/BIDData/BIDMat\"\u003ealso on github\u003c/a\u003e\u003c/b\u003e\n\nBIDData also has a project for deep reinforcement learning. \u003cb\u003e\u003ca href=\"https://github.com/BIDData/BIDMach_RL\"\u003eBIDMach_RL\u003c/a\u003e\u003c/b\u003e contains state-of-the-art implementations of several reinforcement learning algorithms.\n","funding_links":[],"categories":["Libraries \u0026 Toolkits","Machine Learning","Scala","Table of Contents","Big Data","人工智能","[](https://github.com/josephmisiti/awesome-machine-learning/blob/master/README.md#scala)Scala"],"sub_categories":["General-Purpose Machine Learning","Big Data"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBIDData%2FBIDMach","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FBIDData%2FBIDMach","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBIDData%2FBIDMach/lists"}