TensorFlow.NET 0.40.1

Google's TensorFlow full binding in .NET Standard.
Building, training and infering deep learning models.
https://tensorflownet.readthedocs.io/

Install-Package TensorFlow.NET -Version 0.40.1
dotnet add package TensorFlow.NET --version 0.40.1
<PackageReference Include="TensorFlow.NET" Version="0.40.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add TensorFlow.NET --version 0.40.1
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: TensorFlow.NET, 0.40.1"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install TensorFlow.NET as a Cake Addin
#addin nuget:?package=TensorFlow.NET&version=0.40.1

// Install TensorFlow.NET as a Cake Tool
#tool nuget:?package=TensorFlow.NET&version=0.40.1
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Release Notes

tf.net 0.20.x and above are based on tensorflow native 2.x.

* 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.

NuGet packages (6)

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.
CherubNLP
.NET text analysis tool. Tokenize, Stemming and Lemmatization.
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.
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.
Ludwig.NET
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

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.
SciSharp/BotSharp
The Open Source AI Chatbot Platform Builder in 100% C# Running in .NET Core with Machine Learning algorithm.
SciSharp/SiaNet
An easy to use C# deep learning library with CUDA/OpenCL support

Version History

Version Downloads Last updated
0.40.1 480 5/1/2021
0.40.0 1,980 3/14/2021
0.33.0 2,011 2/6/2021
0.20.1 34,719 9/29/2020
0.15.1 13,117 3/9/2020
0.14.0 6,727 1/1/2020
0.11.8.1 187,326 10/21/2019
0.11.3 10,774 9/10/2019
0.10.10 16,808 8/3/2019
0.4.0 1,209 2/22/2019
0.0.1 605 12/27/2018