Top 5 Rust neural-network Projects
Tiny, no-nonsense, self-contained, Tensorflow and ONNX inferenceProject mention: [N] PyTorch 1.10 Release, including CUDA Graphs APIs, Frontend and compiler improvements | reddit.com/r/MachineLearning | 2021-10-21
I like to use the setup pytorch -> onnx -> tract Tract runs efficiently on ARM single board computers.
Tensors and dynamic neural networks in pure Rust.Project mention: What sort of mature, open-source libraries do you feel Rust should have but currently lacks? | reddit.com/r/rust | 2021-11-01
If you like autograd you will love neuronika
Run Linux Software Faster and Safer than Linux with Unikernels.
Machine Learning Library for RustProject mention: autograph v0.1.0 | reddit.com/r/rust | 2021-10-30
Run ONNX and TensorFlow inference in the browser.Project mention: Run WASM, a client side Python runtime | news.ycombinator.com | 2021-09-26
Tensorflow (and by extension Keras) offload most of the actual work to C++ or C, so having those compile to WebAssembly would (I imagine) be a herculean effort.
Instead, The TF team maintains TFJS, which can run on WebAssembly.
There are also tractjs, and onnyxjs, both of which allow you to run (most) ONNX models (which is an open standard for specifying ML models) using WebAssembly and WebGL(only onnyxjs supports WebGL). A bunch of frameworks (caffe, pytorch, TF) support exporting to/importing from ONNX.
Neural network transition-based dependency parser (in Rust)
Rust neural-networks related posts
3 projects | reddit.com/r/rust | 30 Oct 2021
Are there any good gpu linear algebra crates?
4 projects | reddit.com/r/rust | 10 Sep 2021
Visual Search in Rust using Deep Learning models - new open source project
2 projects | reddit.com/r/rust | 18 Jun 2021
Announcing neuronika 0.1.0, a deep learning framework in Rust
7 projects | reddit.com/r/rust | 15 Jun 2021
Neuronika: A machine learning framework written in rust
1 project | news.ycombinator.com | 15 Jun 2021
Newbie Rustacean... I participated in a hackathon at work building demos for WASM/WASI, and I got my demo publicly featured today. It uses tract for an ML inference engine. Such an ace OSS project, and way before I learned of wasi-nn 💖
2 projects | reddit.com/r/rust | 27 May 2021
What do you think about a library that helps reducing the overhead of GPU programming, regarding ndimensional Arrays?
5 projects | reddit.com/r/rust | 13 Feb 2021
What are some of the best open-source neural-network projects in Rust? This list will help you:
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