Microsoft.ML.TensorFlow 4.0.0

Prefix Reserved
.NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. 
dotnet add package Microsoft.ML.TensorFlow --version 4.0.0                

                    
                

            
NuGet\Install-Package Microsoft.ML.TensorFlow -Version 4.0.0
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="Microsoft.ML.TensorFlow" Version="4.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Microsoft.ML.TensorFlow --version 4.0.0                

                    
                

            
#r "nuget: Microsoft.ML.TensorFlow, 4.0.0"
#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 Microsoft.ML.TensorFlow as a Cake Addin
#addin nuget:?package=Microsoft.ML.TensorFlow&version=4.0.0

// Install Microsoft.ML.TensorFlow as a Cake Tool
#tool nuget:?package=Microsoft.ML.TensorFlow&version=4.0.0

About

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.

This package adds the ability to load and run pre-trained TensorFlow models as part of your ML.NET pipeline.

Key Features

  • Any type of TensorFlow model can be run with all the data interop handled automatically.

How to Use

See Machine Learning Samples for an assortment of samples that show how to get started using ML.NET.

Main Types

Some of the types provided by this library are:

  • Microsoft.ML.Transforms.TensorFlowModel
  • Microsoft.ML.Transforms.TensorFlowTransformer
  • Microsoft.ML.Transforms.TensorFlowEstimator

Additional Documentation

Feedback & Contributing

Microsoft.ML is released as open source under the MIT license. Bug reports and contributions are welcome at the GitHub repository.

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 netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework 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 tizen40 was computed.  tizen60 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.

NuGet packages (6)

Showing the top 5 NuGet packages that depend on Microsoft.ML.TensorFlow:

Package Downloads
Microsoft.ML.Vision

Microsoft.ML.Vision contains high level APIs for vision tasks like image classification.
FenixAlliance.ACL.Dependencies

Application Component for the Alliance Business Suite.
Deszolate.MachineLearning

Simple machine learning wrapper for Microsoft.ML
MLImageLib

Package Description
Test.Modules.ImageClassification

Package Description

GitHub repositories (4)

Showing the top 4 popular GitHub repositories that depend on Microsoft.ML.TensorFlow:

Repository Stars
dotnet/samples
Sample code referenced by the .NET documentation
Webreaper/Damselfly
Damselfly is a server-based Photograph Management app. The goal of Damselfly is to index an extremely large collection of images, and allow easy search and retrieval of those images, using metadata such as the IPTC keyword tags, as well as the folder and file names. Damselfly includes support for object/face detection.
microsoft/TailwindTraders-Backend
Tailwind Traders Backend Services
jeffprosise/ML.NET
Code samples utilizing Microsoft's ML.NET machine-learning library
Version Downloads Last updated
4.0.0 1,367 11/13/2024
4.0.0-preview.24522.7 421 10/23/2024
4.0.0-preview.24378.1 2,228 7/29/2024
4.0.0-preview.24271.1 1,124 5/21/2024
4.0.0-preview.24162.2 1,518 3/13/2024
3.0.1 67,117 1/18/2024
3.0.0 18,978 11/27/2023
3.0.0-preview.23511.1 855 10/13/2023
3.0.0-preview.23266.6 9,670 5/17/2023
3.0.0-preview.22621.2 2,177 12/22/2022
2.0.1 95,265 2/1/2023
2.0.1-preview.22573.9 1,487 11/24/2022
2.0.0 46,881 11/8/2022
2.0.0-preview.22551.1 935 11/1/2022
2.0.0-preview.22313.1 6,618 6/14/2022
1.7.1 692,443 3/9/2022
1.7.0 92,621 11/9/2021
1.7.0-preview.final 485 10/22/2021
1.6.0 58,699 7/15/2021
1.5.5 85,142 3/4/2021
1.5.4 25,059 12/17/2020
1.5.2 69,005 9/11/2020
1.5.1 18,388 7/11/2020
1.5.0 30,222 5/26/2020
1.5.0-preview2 19,977 3/12/2020
1.5.0-preview 20,183 12/26/2019
1.4.0 143,366 11/5/2019
1.4.0-preview2 4,082 10/8/2019
1.4.0-preview 3,401 8/30/2019
1.3.1 11,326 8/6/2019
1.2.0 25,165 7/3/2019
0.13.0 5,564 6/4/2019
0.12.0 8,435 5/2/2019
0.12.0-preview 2,383 4/2/2019
0.11.0 3,627 3/6/2019
0.10.0 3,205 2/5/2019
0.9.0 2,207 1/8/2019
0.8.0 2,359 12/4/2018
0.7.0 3,796 11/6/2018
0.6.0 4,427 10/2/2018
0.5.0 3,044 9/5/2018

https://aka.ms/mlnetreleasenotes