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dotnet add package TensorFlow.NET --version 0.150.0
NuGet\Install-Package TensorFlow.NET -Version 0.150.0
<PackageReference Include="TensorFlow.NET" Version="0.150.0" />
<PackageVersion Include="TensorFlow.NET" Version="0.150.0" />Directory.Packages.props
<PackageReference Include="TensorFlow.NET" />Project file
paket add TensorFlow.NET --version 0.150.0
#r "nuget: TensorFlow.NET, 0.150.0"
#:package TensorFlow.NET@0.150.0
#addin nuget:?package=TensorFlow.NET&version=0.150.0Install as a Cake Addin
#tool nuget:?package=TensorFlow.NET&version=0.150.0Install as a Cake Tool
Google's TensorFlow full binding in .NET Standard.
Building, training and infering deep learning models.
https://tensorflownet.readthedocs.io/
| 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 is compatible. 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 TensorFlow.NET:
| Package | Downloads |
|---|---|
|
Microsoft.ML.TensorFlow
Microsoft.ML.TensorFlow contains ML.NET integration of TensorFlow. |
|
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Microsoft.ML.Vision
Microsoft.ML.Vision contains high level APIs for vision tasks like image classification. |
|
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Microsoft.ML.AutoML
ML.NET AutoML: Optimizes an ML pipeline for your dataset, by automatically locating the best feature engineering, model, and hyperparameters |
|
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Microsoft.ML.CodeGenerator
ML.NET Code Generator |
|
|
TensorFlow.Keras
Keras for .NET Keras is an API designed for human beings, not machines. Keras follows best practices for reducing cognitive load: it offers consistent & simple APIs, it minimizes the number of user actions required for common use cases, and it provides clear & actionable error messages. |
Showing the top 3 popular GitHub repositories that depend on TensorFlow.NET:
| Repository | Stars |
|---|---|
|
dotnet/machinelearning
ML.NET is an open source and cross-platform machine learning framework for .NET.
|
|
|
SciSharp/SiaNet
An easy to use C# deep learning library with CUDA/OpenCL support
|
|
|
SciSharp/SharpCV
A Computer Vision library for C# and F# that combines OpenCV and NDArray together in .NET Standard.
|
| Version | Downloads | Last Updated |
|---|---|---|
| 0.150.0 | 162,727 | 11/5/2023 |
| 0.110.4 | 21,305 | 9/24/2023 |
| 0.110.3 | 5,471 | 9/9/2023 |
| 0.110.2 | 46,796 | 7/9/2023 |
| 0.110.1 | 1,488 | 7/8/2023 |
| 0.110.0 | 4,568 | 6/26/2023 |
| 0.100.5 | 21,891 | 5/5/2023 |
| 0.100.4 | 7,797 | 3/3/2023 |
| 0.100.2 | 103,534 | 2/6/2023 |
| 0.70.2 | 6,781 | 11/10/2022 |
| 0.70.1 | 17,306 | 1/16/2022 |
| 0.70.0 | 14,875 | 1/8/2022 |
| 0.60.5 | 16,324 | 11/27/2021 |
| 0.60.4 | 20,669 | 10/9/2021 |
tf.net 0.150.x and above are based on tensorflow native 2.15.0
* Support BERT model.
tf.net 0.110.x and above are based on tensorflow native 2.11.0
* Support RNN, LSTM model.
* Support Transformer model.
* Added IMDB dataset.
tf.net 0.100.x and above are based on tensorflow native 2.10.0
* Eager Mode is added finally.
* tf.keras is partially working.
* tf.data is added.
* Autograph works partially.
* Improve memory usage.
TensorFlow .NET v0.3x is focused on making more Keras API works.
Keras API is a separate package released as TensorFlow.Keras.
tf.net 0.4x.x aligns with TensorFlow v2.4.1 native library.
tf.net 0.6x.x aligns with TensorFlow v2.6.x native library.
tf.net 0.7x.x aligns with TensorFlow v2.7.x native library.
tf.net 0.10x.x aligns with TensorFlow v2.10.x native library.
tf.net 0.11x.x aligns with TensorFlow v2.11.x native library.
tf.net 0.15x.x aligns with TensorFlow v2.15.x native library.