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dotnet add package Microsoft.ML --version 5.0.0
NuGet\Install-Package Microsoft.ML -Version 5.0.0
<PackageReference Include="Microsoft.ML" Version="5.0.0" />
<PackageVersion Include="Microsoft.ML" Version="5.0.0" />Directory.Packages.props
<PackageReference Include="Microsoft.ML" />Project file
paket add Microsoft.ML --version 5.0.0
#r "nuget: Microsoft.ML, 5.0.0"
#:package Microsoft.ML@5.0.0
#addin nuget:?package=Microsoft.ML&version=5.0.0Install as a Cake Addin
#tool nuget:?package=Microsoft.ML&version=5.0.0Install as a Cake Tool
ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.
For more information, see the ML.NET documentation.
See Machine Learning Samples for an assortment of samples that show how to get started using ML.NET.
Some of the types provided by this library are:
Microsoft.ML.MLContextMicrosoft.ML.ITransformerMicrosoft.ML.IEstimator<TTransformer>Microsoft.ML is released as open source under the MIT license. Bug reports and contributions are welcome at the GitHub repository.
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net5.0 net5.0 was computed. net5.0-windows net5.0-windows was computed. net6.0 net6.0 was computed. net6.0-android net6.0-android was computed. net6.0-ios net6.0-ios was computed. net6.0-maccatalyst net6.0-maccatalyst was computed. net6.0-macos net6.0-macos was computed. net6.0-tvos net6.0-tvos was computed. net6.0-windows net6.0-windows was computed. net7.0 net7.0 was computed. net7.0-android net7.0-android was computed. net7.0-ios net7.0-ios was computed. net7.0-maccatalyst net7.0-maccatalyst was computed. net7.0-macos net7.0-macos was computed. net7.0-tvos net7.0-tvos was computed. net7.0-windows net7.0-windows was computed. net8.0 net8.0 was computed. net8.0-android net8.0-android was computed. net8.0-browser net8.0-browser was computed. net8.0-ios net8.0-ios was computed. net8.0-maccatalyst net8.0-maccatalyst was computed. net8.0-macos net8.0-macos was computed. net8.0-tvos net8.0-tvos was computed. net8.0-windows net8.0-windows was computed. net9.0 net9.0 was computed. net9.0-android net9.0-android was computed. net9.0-browser net9.0-browser was computed. net9.0-ios net9.0-ios was computed. net9.0-maccatalyst net9.0-maccatalyst was computed. net9.0-macos net9.0-macos was computed. net9.0-tvos net9.0-tvos was computed. net9.0-windows net9.0-windows was computed. net10.0 net10.0 was computed. net10.0-android net10.0-android was computed. net10.0-browser net10.0-browser was computed. net10.0-ios net10.0-ios was computed. net10.0-maccatalyst net10.0-maccatalyst was computed. net10.0-macos net10.0-macos was computed. net10.0-tvos net10.0-tvos was computed. net10.0-windows net10.0-windows was computed. |
| .NET Core | netcoreapp2.0 netcoreapp2.0 was computed. netcoreapp2.1 netcoreapp2.1 was computed. netcoreapp2.2 netcoreapp2.2 was computed. netcoreapp3.0 netcoreapp3.0 was computed. netcoreapp3.1 netcoreapp3.1 was computed. |
| .NET Standard | netstandard2.0 netstandard2.0 is compatible. netstandard2.1 netstandard2.1 was computed. |
| .NET Framework | net461 net461 was computed. net462 net462 was computed. net463 net463 was computed. net47 net47 was computed. net471 net471 was computed. net472 net472 was computed. net48 net48 was computed. net481 net481 was computed. |
| MonoAndroid | monoandroid monoandroid was computed. |
| MonoMac | monomac monomac was computed. |
| MonoTouch | monotouch monotouch was computed. |
| Tizen | tizen40 tizen40 was computed. tizen60 tizen60 was computed. |
| Xamarin.iOS | xamarinios xamarinios was computed. |
| Xamarin.Mac | xamarinmac xamarinmac was computed. |
| Xamarin.TVOS | xamarintvos xamarintvos was computed. |
| Xamarin.WatchOS | xamarinwatchos xamarinwatchos was computed. |
Showing the top 5 NuGet packages that depend on Microsoft.ML:
| Package | Downloads |
|---|---|
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Microsoft.ML.LightGbm
ML.NET component for LightGBM |
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Microsoft.ML.FastTree
ML.NET component for FastTree |
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Microsoft.ML.TimeSeries
Microsoft.ML.TimeSeries contains ML.NET Time Series prediction algorithms. Uses Intel Mkl. |
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Microsoft.ML.ImageAnalytics
ML.NET component for Image support |
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Catalyst
Catalyst is a Natural Language Processing library built from scratch for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models. You can install language-specific models with the model packages Catalyst.Models.[Language], like: Catalyst.Models.English. |
Showing the top 20 popular GitHub repositories that depend on Microsoft.ML:
| Repository | Stars |
|---|---|
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ramjke/Translumo
Advanced real-time screen translator for games, hardcoded subtitles in videos, static text and etc.
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dotnet/samples
Sample code referenced by the .NET documentation
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dotnet/spark
.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
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dotnet/corefxlab
This repo is for experimentation and exploring new ideas that may or may not make it into the main corefx repo.
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LionelJouin/PiP-Tool
PiP tool is a software to use the Picture in Picture mode on Windows. This feature allows you to watch content (video for example) in thumbnail format on the screen while continuing to use any other software on Windows.
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CodeMazeBlog/CodeMazeGuides
The main repository for all the Code Maze guides
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curiosity-ai/catalyst
🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
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Azure-Samples/azure-search-openai-demo-csharp
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
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teelur/budget-board
A simple app for tracking monthly spending and working towards financial goals.
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hhblaze/DBreeze
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
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redis/redis-om-dotnet
Object mapping, and more, for Redis and .NET
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VocaDB/vocadb
VocaDB is a Vocaloid Database with translated artists, albums, music videos and more.
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YSGStudyHards/DotNetExercises
⚔【DotNetGuide专栏C#/.NET/.NET Core编程技巧练习集】C#/.NET/.NET Core编程常用语法、算法、技巧、中间件、类库、工作业务实操练习集，配套详细的文章教程和代码示例，助力快速掌握C#/.NET/.NET Core中各种编程常用语法、算法、技巧、中间件、类库、工作业务实操等等。
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NsfwSpy/NsfwSpy.NET
A .NET image and video classifier used to identify explicit/pornographic content written in C#.
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markjprice/cs9dotnet5
Repository for the Packt Publishing book titled "C# 9 and .NET 5 - Modern Cross-Platform Development" by Mark J. Price
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axzxs2001/Asp.NetCoreExperiment
原来所有项目都移动到**OleVersion**目录下进行保留。新的案例装以.net 5.0为主，一部分对以前案例进行升级，一部分将以前的工作经验总结出来，以供大家参考！
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Azure-Samples/azure-search-power-skills
A collection of useful functions to be deployed as custom skills for Azure Cognitive Search
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microsoft/CryptoNets
CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E
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pgvector/pgvector-dotnet
pgvector support for .NET (C#, F#, and Visual Basic)
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unoplatform/Uno.Samples
A collection of code samples for the Uno Platform
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| Version | Downloads | Last Updated |
|---|---|---|
| 6.0.0-preview.26160.2 | 2,700 | 3/12/2026 |
| 5.0.0 | 840,432 | 11/11/2025 |
| 5.0.0-preview.25527.5 | 973 | 10/29/2025 |
| 5.0.0-preview.25503.2 | 2,691 | 10/3/2025 |
| 5.0.0-preview.25373.1 | 9,434 | 7/28/2025 |
| 5.0.0-preview.1.25127.4 | 39,717 | 2/28/2025 |
| 5.0.0-preview.1.25125.4 | 2,537 | 2/25/2025 |
| 4.0.3 | 137,079 | 10/28/2025 |
| 4.0.2 | 1,429,793 | 2/26/2025 |
| 4.0.1 | 187,259 | 1/15/2025 |
| 4.0.0 | 630,603 | 11/13/2024 |
| 4.0.0-preview.24522.7 | 4,638 | 10/23/2024 |
| 4.0.0-preview.24378.1 | 13,650 | 7/29/2024 |
| 4.0.0-preview.24271.1 | 12,854 | 5/21/2024 |
| 4.0.0-preview.24162.2 | 10,049 | 3/13/2024 |
| 3.0.1 | 2,285,404 | 1/18/2024 |
| 3.0.0 | 255,348 | 11/27/2023 |
| 3.0.0-preview.23511.1 | 4,625 | 10/13/2023 |
| 3.0.0-preview.23266.6 | 64,442 | 5/17/2023 |
| 2.0.1 | 1,272,026 | 2/1/2023 |