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Top 4 Rust rust-sci Projects
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operationsProject mention: How does explicit unrolling differ from iterating through elements one-by-one? (ndarray example) | reddit.com/r/rust | 2023-01-13
While looking through ndarrays src, I came across a set of functions that explicitly unroll 8 variables on each iteration of a loop, with the comment eightfold unrolled so that floating point can be vectorized (even with strict floating point accuracy semantics). I don't understand why floats would be affected by unrolling, and in general I'm confused as to how explicit unrolling differs from iterating through each element one by one. I assumed this would be a scenario where the compiler would optimize best anyway, which seems to be confirmed (at least in the context of using iter() rather than for) here. Could anyone give a little context into what this, or any explicit unrolling achieves?
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
Tensors and dynamic neural networks in pure Rust.Project mention: This year I tried solving AoC using Rust, here are my impressions coming from Python! | reddit.com/r/rust | 2023-01-02
General matrix multiplication of f32 and f64 matrices in Rust. Supports matrices with general strides.Project mention: Faster `matrixmultiply` ? | reddit.com/r/rust | 2022-08-27
There's a famous crate [matrixmultiply](https://github.com/bluss/matrixmultiply) for matrix-matrix multiplication in Rust. But it's a bit slow for me.
Rust rust-sci related posts
How does explicit unrolling differ from iterating through elements one-by-one? (ndarray example)
1 project | reddit.com/r/rust | 13 Jan 2023
Any efficient way of splitting vector?
2 projects | reddit.com/r/rust | 12 Sep 2022
Faster `matrixmultiply` ?
3 projects | reddit.com/r/rust | 27 Aug 2022
Help slicing 2D array in no_std environment
1 project | reddit.com/r/learnrust | 9 Jun 2022
What do I need for an ML/DL based scripting language in Rust?
1 project | reddit.com/r/rust | 15 Mar 2022
ML in Rust
1 project | reddit.com/r/rust | 7 Feb 2022
Enzyme: Towards state-of-the-art AutoDiff in Rust
3 projects | reddit.com/r/rust | 12 Dec 2021
A note from our sponsor - SonarQube
www.sonarqube.org | 29 Mar 2023
What are some of the best open-source rust-sci projects in Rust? This list will help you: