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This year I tried solving AoC using Rust, here are my impressions coming from Python!
6 projects | reddit.com/r/rust | 2 Jan 2023
Deep Learning in Rust: Burn 0.4.0 released and plans for 2023
6 projects | reddit.com/r/rust | 2 Jan 2023
Also perhaps comparing to Neuronika.
Making a better Tensorflow thanks to strong typing
6 projects | reddit.com/r/rust | 26 May 2022
how does it compare with https://github.com/spearow/juice, https://github.com/neuronika/neuronika and https://github.com/spearow/juice?
[D] To what extent can Rust be used for Machine Learning?
3 projects | reddit.com/r/MachineLearning | 14 Apr 2022
Check where and how this struct is used. https://github.com/neuronika/neuronika/blob/variable-rework/neuronika-variable/src/history.rs3 projects | reddit.com/r/MachineLearning | 14 Apr 2022
Enzyme: Towards state-of-the-art AutoDiff in Rust
3 projects | reddit.com/r/rust | 12 Dec 2021
I have a question: as the maintainer of [neuronika](https://github.com/neuronika/neuronika), a crate that offers dynamic neural network and auto-differentiation with dynamic graphs, I'm looking at a future possible feature for such framework consisting in the possibility of compiling models, getting thus rid of the "dynamic" part, which is not always needed. This would speed the inference and training times quite a bit.
Any role that Rust could have in the Data world (Big Data, Data Science, Machine learning, etc.)?
8 projects | reddit.com/r/rust | 4 Dec 2021
What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
22 projects | reddit.com/r/rust | 1 Nov 2021
If you like autograd you will love neuronika
bhtsne 0.5.0, now 5.6x faster on a 4 core machine, plus a summary of my Rust journey (so far)
2 projects | reddit.com/r/rust | 15 Oct 2021
After reading most of the book, I wanted to get my hands dirty. My initial idea was to build a small machine learning framework but I deemed it to be too difficult if not impossible for me at the time. (Now, neuronika would have something to say). When gathering the bibliography for my thesis, I recalled to have stumbled upon a particular algorithm, t-SNE, whom I liked very much. I found the idea behind it to be very clever and elegant (t-SNE it's still one of my favorite algorithms, together with backprop and SOM, I find manifold learning fascinating in general). "So be it", I said, and I began writing a mess of a code, that was basically a translation of the C++ implementation. Boy was it bad.
What are you using Rust for?
22 projects | reddit.com/r/rust | 1 Oct 2021
me and a colleague of mine are developing neuronika
Run WASM, a client side Python runtime
3 projects | news.ycombinator.com | 26 Sep 2021
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.
What are some alternatives?
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
autograph - Machine Learning Library for Rust
are-we-learning-yet - How ready is Rust for Machine Learning?
clblast-rs - clblast bindings for rust
tonic - A native gRPC client & server implementation with async/await support.
skytable - Skytable is a fast, secure and reliable realtime NoSQL database with keyspaces, tables, data types, authn/authz, snapshots and more to build powerful apps
conan-center-index - Recipes for the ConanCenter repository
justrunmydebugger - just run my debugger
rustdesk - Virtual / remote desktop infrastructure for everyone! Open source TeamViewer / Citrix alternative.
sciter-js-sdk - Sciter.JS - Sciter but with QuickJS on board instead of my TIScript
VkFFT - Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library
md-profiler - A tracing profiler for the Sega MegaDrive/Genesis