Info
| Version: | 0.15.7.2 |
| Author(s): | Lost Tech LLC |
| Last Update: | Tuesday, February 11, 2020 |
| .NET Fiddle: | Create the first Fiddle |
| Project Url: | https://github.com/losttech/Gradient |
| NuGet Url: | https://www.nuget.org/packages/Gradient |
Install
Install-Package Gradient
dotnet add package Gradient
paket add Gradient
Gradient Download (Unzip the "nupkg" after downloading)
Dependencies
- Gradient.Runtime(> 0.3.1 && < 0.4.0)
- LostTech.NumPy(> 0.1.3 && < 0.2.0)
- Python.Runtime.UnofficialNetStandard(>= 3.0.033)
- SharPy.Runtime(>= 0.1.02)
- System.Memory(>= 4.5.3)
- WhichPython(>= 0.3.0 && < 0.4.0)
Tags
Build, train, checkpoint, execute models.
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 and tf.contrib APIs, including estimators.
This preview will expire.
!!NOTE!!
This version requires Python 3.x x64 to be installed with tensorflow or tensorflow-gpu 1.15. See the official installation instructions in https://www.tensorflow.org/install/ (ensure you are installing version 1.15 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 on-site/remote support for this preview email [email protected] .
More information in NuGet package release notes and at the project web page: https://github.com/losttech/Gradient .