TensorFlow.NET
0.70.1
Install-Package TensorFlow.NET -Version 0.70.1
dotnet add package TensorFlow.NET --version 0.70.1
<PackageReference Include="TensorFlow.NET" Version="0.70.1" />
paket add TensorFlow.NET --version 0.70.1
#r "nuget: TensorFlow.NET, 0.70.1"
// Install TensorFlow.NET as a Cake Addin
#addin nuget:?package=TensorFlow.NET&version=0.70.1
// Install TensorFlow.NET as a Cake Tool
#tool nuget:?package=TensorFlow.NET&version=0.70.1
Google's TensorFlow full binding in .NET Standard.
Building, training and infering deep learning models.
https://tensorflownet.readthedocs.io/
| Product | Versions |
|---|---|
| .NET | net5.0 net5.0-windows net6.0 net6.0-android net6.0-ios net6.0-maccatalyst net6.0-macos net6.0-tvos net6.0-windows |
| .NET Core | netcoreapp2.0 netcoreapp2.1 netcoreapp2.2 netcoreapp3.0 netcoreapp3.1 |
| .NET Standard | netstandard2.0 netstandard2.1 |
| .NET Framework | net461 net462 net463 net47 net471 net472 net48 |
| MonoAndroid | monoandroid |
| MonoMac | monomac |
| MonoTouch | monotouch |
| Tizen | tizen40 tizen60 |
| Xamarin.iOS | xamarinios |
| Xamarin.Mac | xamarinmac |
| Xamarin.TVOS | xamarintvos |
| Xamarin.WatchOS | xamarinwatchos |
-
.NETStandard 2.0
- MethodBoundaryAspect.Fody (>= 2.0.144)
- Microsoft.Extensions.DependencyInjection (>= 6.0.0)
- Protobuf.Text (>= 0.5.0)
- Serilog.Sinks.Console (>= 4.0.1)
NuGet packages (9)
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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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. |
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CherubNLP
.NET text analysis tool. Tokenize, Stemming and Lemmatization. |
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BotSharp.Core
Open source AI Bot platform builder which is written in C# runs on .Net Core and is enterprise oriented. Integrated with multiple bot engines besides BotSharp bot engine. Modulized pipeline design make NLP tasks plugin easily. Abstract platform and NLP task, migrate existed chatbot from a platform into another platform perfectly through dump and restore. If you feel that this project is helpful to you, please Star on the project, we will be very grateful. |
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SharpCV
A image library combines OpenCV and NumSharp together. |
GitHub repositories (3)
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.
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SciSharp/BotSharp
The Open Source AI Chatbot Platform Builder in 100% C# Running in .NET Core with Machine Learning algorithm.
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SciSharp/SiaNet
An easy to use C# deep learning library with CUDA/OpenCL support
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| Version | Downloads | Last updated |
|---|---|---|
| 0.70.1 | 3,926 | 1/16/2022 |
| 0.70.0 | 2,499 | 1/8/2022 |
| 0.60.5 | 3,500 | 11/27/2021 |
| 0.60.4 | 3,481 | 10/9/2021 |
| 0.60.2 | 2,184 | 8/21/2021 |
| 0.40.1 | 7,782 | 5/1/2021 |
| 0.40.0 | 3,947 | 3/14/2021 |
| 0.33.0 | 3,515 | 2/6/2021 |
| 0.20.1 | 148,939 | 9/29/2020 |
| 0.15.1 | 17,362 | 3/9/2020 |
| 0.14.0 | 8,167 | 1/1/2020 |
| 0.11.8.1 | 223,703 | 10/21/2019 |
| 0.11.3 | 10,943 | 9/10/2019 |
| 0.10.10 | 17,781 | 8/3/2019 |
| 0.4.0 | 6,298 | 2/22/2019 |
| 0.0.1 | 789 | 12/27/2018 |
tf.net 0.70.x and above are based on tensorflow native 2.7.0
* 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.