System.Numerics.Tensors 5.0.0-preview.4.20251.6

Prefix Reserved
This is a prerelease version of System.Numerics.Tensors.
There is a newer version of this package available.
See the version list below for details.

Requires NuGet 2.8.6 or higher.

dotnet add package System.Numerics.Tensors --version 5.0.0-preview.4.20251.6                
NuGet\Install-Package System.Numerics.Tensors -Version 5.0.0-preview.4.20251.6                
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="System.Numerics.Tensors" Version="5.0.0-preview.4.20251.6" />                
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add System.Numerics.Tensors --version 5.0.0-preview.4.20251.6                
#r "nuget: System.Numerics.Tensors, 5.0.0-preview.4.20251.6"                
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
// Install System.Numerics.Tensors as a Cake Addin
#addin nuget:?package=System.Numerics.Tensors&version=5.0.0-preview.4.20251.6&prerelease

// Install System.Numerics.Tensors as a Cake Tool
#tool nuget:?package=System.Numerics.Tensors&version=5.0.0-preview.4.20251.6&prerelease                

Tensor class which represents and extends multi-dimensional arrays.

Commonly Used Types:
System.Numerics.Tensors.Tensor<T>
System.Numerics.Tensors.CompressedSparseTensor<T>
System.Numerics.Tensors.DenseTensor<T>
System.Numerics.Tensors.SparseTensor<T>

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
.NET Core netcoreapp1.0 was computed.  netcoreapp1.1 was computed.  netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard1.1 is compatible.  netstandard1.2 was computed.  netstandard1.3 was computed.  netstandard1.4 was computed.  netstandard1.5 was computed.  netstandard1.6 was computed.  netstandard2.0 was computed.  netstandard2.1 was computed. 
.NET Framework net45 was computed.  net451 was computed.  net452 was computed.  net46 was computed.  net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen30 was computed.  tizen40 was computed.  tizen60 was computed. 
Universal Windows Platform uap was computed.  uap10.0 was computed. 
Windows Phone wpa81 was computed. 
Windows Store netcore was computed.  netcore45 was computed.  netcore451 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
  • .NETCoreApp 2.1

    • No dependencies.
  • .NETFramework 4.5

  • .NETStandard 1.1

  • .NETStandard 2.0

  • MonoAndroid 1.0

    • No dependencies.
  • MonoTouch 1.0

    • No dependencies.
  • Portable Class Library (.NETFramework 4.5, Windows 8.0, WindowsPhoneApp 8.1)

  • Windows 8.0

  • WindowsPhoneApp 8.1

  • Xamarin.iOS 1.0

    • No dependencies.
  • Xamarin.Mac 2.0

    • No dependencies.
  • Xamarin.TVOS 1.0

    • No dependencies.
  • Xamarin.WatchOS 1.0

    • No dependencies.

NuGet packages (30)

Showing the top 5 NuGet packages that depend on System.Numerics.Tensors:

Package Downloads
Microsoft.ML.CpuMath

Microsoft.ML.CpuMath contains optimized math routines for ML.NET.

Microsoft.Data.Analysis

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Microsoft.SemanticKernel.Core

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ppy.osu.Framework

A 2D application/game framework written with rhythm games in mind.

Microsoft.KernelMemory.Abstractions

Kernel Memory is a Copilot/Semantic Kernel Plugin and Memory Web Service to index and query any data and documents, using LLM and natural language, tracking sources and showing citations. The package contains the interfaces and models shared by all Kernel Memory packages.

GitHub repositories (20)

Showing the top 5 popular GitHub repositories that depend on System.Numerics.Tensors:

Repository Stars
microsoft/semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
dotnet/machinelearning
ML.NET is an open source and cross-platform machine learning framework for .NET.
SciSharp/LLamaSharp
A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.
dotnet/extensions
This repository contains a suite of libraries that provide facilities commonly needed when creating production-ready applications.
ppy/osu-framework
A game framework written with osu! in mind.
Version Downloads Last updated
9.0.0 63,272 11/12/2024
9.0.0-rc.2.24473.5 12,990 10/8/2024
9.0.0-rc.1.24431.7 19,507 9/10/2024
9.0.0-preview.7.24405.7 1,609 8/13/2024
9.0.0-preview.6.24327.7 2,015 7/9/2024
9.0.0-preview.5.24306.7 2,320 6/11/2024
9.0.0-preview.4.24266.19 431 5/21/2024
9.0.0-preview.3.24172.9 473 4/11/2024
9.0.0-preview.2.24128.5 350 3/12/2024
9.0.0-preview.1.24080.9 568 2/13/2024
8.0.0 2,560,986 11/14/2023
8.0.0-rc.2.23479.6 219,082 10/10/2023
8.0.0-rc.1.23419.4 187 9/12/2023
8.0.0-preview.7.23375.6 236 8/8/2023
8.0.0-preview.6.23329.7 225 7/11/2023
8.0.0-preview.5.23280.8 227 6/13/2023
8.0.0-preview.4.23259.5 179 5/16/2023
8.0.0-preview.3.23174.8 631 4/11/2023
8.0.0-preview.2.23128.3 235 3/14/2023
8.0.0-preview.1.23110.8 195 2/21/2023
7.0.0-rtm.22518.5 11,602 11/7/2022
7.0.0-rc.2.22472.3 737 10/11/2022
7.0.0-rc.1.22426.10 377 9/14/2022
7.0.0-preview.7.22375.6 242 8/9/2022
7.0.0-preview.6.22324.4 298 7/12/2022
7.0.0-preview.5.22301.12 219 6/14/2022
7.0.0-preview.4.22229.4 265 5/10/2022
7.0.0-preview.3.22175.4 260 4/13/2022
7.0.0-preview.2.22152.2 224 3/14/2022
7.0.0-preview.1.22076.8 209 2/17/2022
6.0.0-rtm.21522.10 2,416 11/8/2021
6.0.0-rc.2.21480.5 3,404 10/12/2021
6.0.0-rc.1.21451.13 212 9/14/2021
6.0.0-preview.7.21377.19 261 8/10/2021
6.0.0-preview.6.21352.12 235 7/14/2021
6.0.0-preview.5.21301.5 232 6/15/2021
6.0.0-preview.4.21253.7 211 5/24/2021
6.0.0-preview.3.21201.4 310 4/8/2021
6.0.0-preview.2.21154.6 271 3/11/2021
6.0.0-preview.1.21102.12 218 2/12/2021
5.0.0-preview.8.20407.11 742 8/25/2020
5.0.0-preview.7.20364.11 313 7/21/2020
5.0.0-preview.6.20305.6 355 6/25/2020
5.0.0-preview.5.20278.1 311 6/10/2020
5.0.0-preview.4.20251.6 356 5/18/2020
5.0.0-preview.3.20214.6 314 4/23/2020
5.0.0-preview.2.20160.6 404 4/2/2020
5.0.0-preview.1.20120.5 348 3/16/2020
0.2.0-preview7.19362.9 546 7/23/2019
0.2.0-preview6.19303.8 411 6/12/2019
0.2.0-preview6.19264.9 341 9/4/2019
0.2.0-preview5.19224.8 390 5/6/2019
0.2.0-preview4.19212.13 388 4/18/2019
0.2.0-preview3.19128.7 455 3/6/2019
0.2.0-preview.19073.11 430 1/29/2019
0.2.0-preview.18571.3 567 12/3/2018
0.1.0 1,554,574 11/14/2018