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SciSharp
162 Stars 27 Forks Other 63 Commits 10 Opened issues

Description

.NET bindings for PyTorch. Machine Learning with C# / F# with Multi-GPU/CPU support

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Torch.NET brings the awesome PyTorch library to the .NET world. It offers Tensor computations and Neural Network modules with efficient GPU or multi-core CPU processing support and is to be considered one of the fundamental libraries for scientific computing, machine learning and AI. Torch.NET empowers .NET developers to leverage PyTorch's extensive functionality including computational graphs with with multi-dimensional arrays, back-propagation, neural network implementations and many more via a compatible strong-typed API.

Check out this example fitting a two-layer neural network against random data in C# and Python:

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Dependencies

You need Python 3.7 and PyTorch installed on your System for Torch.NET to work.

Status

Torch.NET is currently under very busy construction. The entire torch.* API has been completed. If you execute the unit tests you'll see that tensors can be created on CPU and GPU and operations can be performed on them.

Completion

The checked categories have been wrapped. - [x] torch - [x] torch.Tensor - [x] Tensor Attributes - [x] Type Info - [ ] torch.sparse - [ ] torch.cuda - [ ] torch.Storage - [x] torch.nn - [ ] torch.nn.functional - [ ] torch.nn.init - [ ] torch.optim - [ ] torch.autograd - [ ] torch.distributed - [ ] torch.distributions - [ ] torch.hub - [ ] torch.jit - [ ] torch.multiprocessing - [ ] torch.utils.bottleneck - [ ] torch.utils.checkpoint - [ ] torch.utils.cppextension - [ ] torch.utils.data - [ ] torch.utils.dlpack - [ ] torch.utils.modelzoo - [ ] torch.utils.tensorboard (experimental) - [ ] torch.onnx - [ ] torch.config

Release

Torch.NET 1.0.0 on Nuget.org

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