Info
| Version: | 2.5.0-rc1 |
| Author(s): | Lost Tech LLC |
| Last Update: | Tuesday, September 27, 2022 |
| .NET Fiddle: | Create the first Fiddle |
| Project Url: | https://losttech.software/gradient.html |
| NuGet Url: | https://www.nuget.org/packages/LostTech.TensorFlow |
Install
Install-Package LostTech.TensorFlow
dotnet add package LostTech.TensorFlow
paket add LostTech.TensorFlow
LostTech.TensorFlow Download (Unzip the "nupkg" after downloading)
Dependencies
- CoreCompat.Portable.Licensing(>= 1.2.4)
- Gradient.Runtime(>= 0.4.4 && < 0.5.0)
- JetBrains.Annotations(>= 2020.1.0)
- LostTech.Cloud.InstanceInfo(>= 0.1.1)
- LostTech.NumPy(>= 0.2.2)
- LostTech.Python.Runtime(>= 3.0.4 && < 4.0.0)
- Nito.Comparers.Core(>= 6.0.0)
- System.DirectoryServices(>= 4.7.0)
- System.Text.Json(>= 4.7.2)
- WhichPython(>= 0.3.3 && < 0.4.0)
Tags
Build, train, checkpoint, execute models.
Samples: https://github.com/losttech/Gradient-Samples, https://github.com/losttech/YOLOv4, https://github.com/losttech/Siren
Deep learning with .NET blog: https://ml.blogs.losttech.software/
Comparison with TensorFlowSharp: https://github.com/losttech/Gradient/#why-not-tensorflowsharp
Comparison with TensorFlow.NET: https://github.com/losttech/Gradient/#why-not-tensorflow-net
Allows building arbitrary machine learning models, training them, and loading and executing pre-trained models using the most popular machine learning framework out there: TensorFlow. All from your favorite comfy .NET language. Supports both CPU and GPU training (the later requires CUDA or a special build of TensorFlow).
Provides access to full tf.keras, estimators and many more APIs.
Free for non-commercial use. For licensing options see https://losttech.software/buy_gradient.html
!!NOTE!!
This version requires Python 3.x x64 to be installed with TensorFlow 2.5.x.
See the official installation instructions in https://www.tensorflow.org/install/ (ensure you are installing version 2.5 to avoid hard-to-debug issues).
Please, report any issues to https://github.com/losttech/Gradient/issues
For community support use https://stackoverflow.com/ with tags (must be all 3 together) tensorflow, gradient, and .net.
For support email [email protected] .
More information in NuGet package release notes and on the project web page: https://github.com/losttech/Gradient .
TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.