{"id":13430860,"url":"https://github.com/dotnet/machinelearning","last_synced_at":"2025-05-14T11:04:19.332Z","repository":{"id":32372144,"uuid":"132021166","full_name":"dotnet/machinelearning","owner":"dotnet","description":"ML.NET is an open source and cross-platform machine learning framework for .NET.","archived":false,"fork":false,"pushed_at":"2025-05-05T16:43:02.000Z","size":101199,"stargazers_count":9169,"open_issues_count":984,"forks_count":1918,"subscribers_count":569,"default_branch":"main","last_synced_at":"2025-05-07T10:52:30.250Z","etag":null,"topics":["algorithms","dotnet","machine-learning","ml"],"latest_commit_sha":null,"homepage":"https://dot.net/ml","language":"C#","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/dotnet.png","metadata":{"files":{"readme":"README-oneDAL.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2018-05-03T16:20:42.000Z","updated_at":"2025-05-07T08:00:07.000Z","dependencies_parsed_at":"2023-10-20T19:25:25.998Z","dependency_job_id":"8a12264b-427c-484c-b109-5e8ffe8b949f","html_url":"https://github.com/dotnet/machinelearning","commit_stats":{"total_commits":2896,"total_committers":234,"mean_commits":"12.376068376068377","dds":0.9292127071823204,"last_synced_commit":"be1e428d41b5936903172855f7f30861ca7eb49a"},"previous_names":[],"tags_count":37,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dotnet%2Fmachinelearning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dotnet%2Fmachinelearning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dotnet%2Fmachinelearning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dotnet%2Fmachinelearning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dotnet","download_url":"https://codeload.github.com/dotnet/machinelearning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254129472,"owners_count":22019628,"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":["algorithms","dotnet","machine-learning","ml"],"created_at":"2024-07-31T02:00:58.485Z","updated_at":"2025-05-14T11:04:14.322Z","avatar_url":"https://github.com/dotnet.png","language":"C#","readme":"# oneDAL supported algorithms\n\noneAPI Data Analytics Library (oneDAL) is a library providing highly optimized machine learning and data analytics kernels. Some of these kernels is integrated into ML.NET via C++/C# interoperability.\n\n[oneDAL Documentation](http://oneapi-src.github.io/oneDAL/) | [oneDAL Repository](https://github.com/oneapi-src/oneDAL)\n\n\u003e Please note that oneDAL acceleration paths are only available in x64 architectures\n\nIntegration consists of:\n\n* A \"native\" component (under `src/Native/Microsoft.ML.OneDal`) implementing wrapper to pass data and parameters to oneDAL;\n* Dispatching to oneDAL kernels inside relevant learners: `OLS` (`src/Microsoft.ML.Mkl.Components`), `Logistic Regression` (`src/Microsoft.ML.StandardTrainers`), `Random Forest` (`src/Microsoft.ML.FastTree`);\n\n## Running ML.NET trainers with dispatching to oneDAL kernels\n\nCurrently, dispatching to oneDAL inside ML.NET is regulated by `MLNET_BACKEND` environment variable. 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