TensorFlowSharp
NumSharp
| TensorFlowSharp | NumSharp | |
|---|---|---|
| 2 | 4 | |
| 3,129 | 1,309 | |
| - | 0.8% | |
| 0.0 | 3.3 | |
| 4 months ago | 5 months ago | |
| C# | C# | |
| MIT License | Apache License 2.0 |
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TensorFlowSharp
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AI .NET
TensorFlowSharp
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.NET Core
In Artificial Intelligence Series-Overview
TensorFlowSharp is a TensorFlow model runtime. Compared with TensorFlow.NET, it lacks many functions such as graph calculation and training. (Github https://github.com/migueldeicaza/TensorFlowSharp)
NumSharp
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AI .NET
Check this link https://github.com/SciSharp
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What APIs/Libraries do you think .NET is missing, that can be found in other programming platforms/languages?
Have you tried SciSharpSciSharp for your use cases?
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.NET Core
In Artificial Intelligence Series-Overview
In Python, we need to use Numpy to do a large amount of data processing, complete matrix operations, and multi-dimensional data conversion. NumSharp is an open source .NET Core version of Numpy provided by a third party. (Github https://github.com/SciSharp/NumSharp)
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Not serious: performance of an extreme monster class
https://github.com/SciSharp/NumSharp/tree/master/src/NumSharp.Core/Backends/Default This is a monster class I wrote, a backend engine of Python's numpy ported to pure C#. Around 300k lines (mostly generated) Visual studio has no issues opening it but Rider and Resharper crash after 10 minutes of use after opening any of the partial files which will work if you turn of Solution-Wide Analysis.
What are some alternatives?
TensorFlow.NET - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
csharpier - CSharpier is an opinionated code formatter for c#.
TorchSharp - A .NET library that provides access to the library that powers PyTorch.
OneOf - Easy to use F#-like ~discriminated~ unions for C# with exhaustive compile time matching
Mahou - Mahou(魔法) - The magic layout switcher.
Pandas.NET - Pandas port for C# and F#, data analysis tool, process multi-dim array in DataFrame.
MVVMCross - The .NET MVVM framework for cross-platform solutions, including Android, iOS, MacCatalyst, macOS, tvOS, WPF, WinUI
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
Elasticsearch .NET - This strongly-typed, client library enables working with Elasticsearch. It is the official client maintained and supported by Elastic.
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