Announcing neuronika 0.1.0, a deep learning framework in Rust

• neuronika

  19 1,033 0.0 Rust

  Tensors and dynamic neural networks in pure Rust.

  

Neuronika was developed by a colleague of mine and me for a university project. ( we are master's students in CS). The framework offers auto-differentiation and dynamic neural networks, pretty much like Pytorch does.

• are-we-learning-yet

  5 422 4.9 Rust

  How ready is Rust for Machine Learning?

Just make a PR: https://github.com/anowell/are-we-learning-yet

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• juice

  3 1,087 3.5 Rust

  The Hacker's Machine Learning Engine (by spearow)

  

How does it compare to juice?

• autograph

  5 299 9.2 Rust

  Machine Learning Library for Rust

Maybe not for learning but as inspiration I have to plug this amazing effort for ML with (vulkan) shaders: https://github.com/charles-r-earp/autograph

• VkFFT

  37 1,441 8.1 C++

  Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library

The Vulkan docs online are quite good; if i remember they have "hello world" type tutorials as well. An take a look at something like Vulkan fft that has both Vulkan and opencl backends. Looking at "real" projects will of course tens to obscure the main points, but can be helpful for comparison.

• rust-gpu

  82 6,930 8.2 Rust

  🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧

  

there is the rust-gpu effort, an alternative to OpenCL https://github.com/EmbarkStudios/rust-gpu

• wgpu

  195 10,846 9.9 Rust

  Cross-platform, safe, pure-rust graphics api.

  

It already works pretty well. You can see an example here. I have used it myself quite a bit to do ray tracing and simple matrix calculations. In the linked example the shader uses wgsl, however you can also just use glsl compiled to spirv.

• InfluxDB

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Suggest a related project