Our great sponsors
clblast bindings for rust
I created clblast-rs, which binds to the clblast library. Main reason to use it is if you want something relatively fast that also allows you to write your own kernels to operate on the same buffers, that clblast uses.
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations (by RustyBamboo)
Although very primitive (only with element-wise operations and dot product operations), and probably would not fit your criteria of "good" crate, you can checkout my experimental fork of the ndarray crate with WGPU support: https://github.com/RustyBamboo/ndarray/
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
Automatic differentiation in Rust with WGPU support
An example of it's usage: https://github.com/RustyBamboo/rust-grad
Tensors and dynamic neural networks in pure Rust.
Interesting! I'm also working on an autograd framework based on ndarray, it would be cool, if you are interested or have time, to try and experiment with GPUs!
What do I need for an ML/DL based scripting language in Rust?
1 project | /r/rust | 15 Mar 2022
ML in Rust
1 project | /r/rust | 7 Feb 2022
Neuronika: A machine learning framework written in rust
1 project | news.ycombinator.com | 15 Jun 2021
[D] To what extent can Rust be used for Machine Learning?
3 projects | /r/MachineLearning | 14 Apr 2022
Enzyme: Towards state-of-the-art AutoDiff in Rust
3 projects | /r/rust | 12 Dec 2021