TensorFlowSharp
TorchSharp
TensorFlowSharp | TorchSharp | |
---|---|---|
2 | 5 | |
3,129 | 1,244 | |
- | 2.5% | |
0.0 | 9.5 | |
4 months ago | 1 day ago | |
C# | C# | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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)
TorchSharp
- AI .NET
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Machine learning with NET
There exist TorchSharp that is a С# wrapper around the same libtorch.dll that is wrapped by Python code in PyTorch, https://github.com/dotnet/TorchSharp. Though I don't know how exhaustive it is.
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When the client's management is happy but their dev team is a pain
https://github.com/dotnet/TorchSharp here you go.
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Does anyone actually use ML.NET?
With TorchSharp, you have access to libtorch in .NET, the library that powers PyTorch. This is what's currently backing the Text Classification API
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.NET Core
In Artificial Intelligence Series-Overview
TorchSharp is a .NET library that provides access to libraries that support PyTorch. (Github https://github.com/xamarin/TorchSharp)
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#.
NumSharp - High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
OneOf - Easy to use F#-like ~discriminated~ unions for C# with exhaustive compile time matching
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Mahou - Mahou(魔法) - The magic layout switcher.
DotMLBooks
MVVMCross - The .NET MVVM framework for cross-platform solutions, including Android, iOS, MacCatalyst, macOS, tvOS, WPF, WinUI
nerfstudio - A collaboration friendly studio for NeRFs
Elasticsearch .NET - This strongly-typed, client library enables working with Elasticsearch. It is the official client maintained and supported by Elastic.
ParquetSharp.DataFrame - ParquetSharp.DataFrame is a .NET library for reading and writing Apache Parquet files into/from .NET DataFrames, using ParquetSharp