Top 23 Rust Simd Projects

• hora

  9 2,558 0.0 Rust

  🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

  

Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01

We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!

• faster

  1 1,551 0.0 Rust

  SIMD for humans (by AdamNiederer)

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• glam-rs

  5 1,407 8.4 Rust

  A simple and fast linear algebra library for games and graphics

• uwu

  24 1,319 0.0 Rust

  fastest text uwuifier in the west

Project mention: I’ve fallen in love with rust so now what? | /r/programmingcirclejerk | 2023-05-23

that’s webshit shit. real rust programmers use uwu to uwufy text BLAZINGLY FAST 🚀🚀🚀🔥🔥🔥

• cgmath-rs

  4 1,101 0.0 Rust

  A linear algebra and mathematics library for computer graphics.

  

• simd-json

  7 1,025 8.6 Rust

  Rust port of simdjson

  

• rust-memchr

  29 759 7.7 Rust

  Optimized string search routines for Rust.

Project mention: Memchr: Optimized string search routines for Rust | news.ycombinator.com | 2024-01-13

• SaaSHub

  www.saashub.com featured

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• stdarch

  7 598 9.3 Rust

  Rust's standard library vendor-specific APIs and run-time feature detection

  

• simdutf8

  15 510 1.2 Rust

  SIMD-accelerated UTF-8 validation for Rust.

  

• sonic-rs

  4 328 8.9 Rust

  A fast Rust JSON library based on SIMD.

  

Project mention: Announcing Sonic-rs 0.2.0: Separate safe & unsafe functions clearly and performance optimization. | /r/rust | 2023-10-31

Crates: https://crates.io/crates/sonic-rs

• simd

  3 188 6.5 Rust

  SIMD-accelerated operations (by Nugine)

• multiversion

  2 185 5.6 Rust

  Easy function multiversioning for Rust

• wide

  1 184 6.2 Rust

  A crate to help you go wide. By which I mean use SIMD stuff. (by Lokathor)

• PhastFT

  2 184 9.4 Rust

  A high-performance, "quantum-inspired" Fast Fourier Transform (FFT) library written in pure and safe Rust.

  

Project mention: Fast Fourier Transform in Rust | news.ycombinator.com | 2024-05-01

Hi,

One of the authors of PhastFT here. Thank you for your interest.

We went out of our way to configure FFTW for AVX-512. The Rust bindings don't do it, but the FFTW itself in the benchmark does.

It's worth noting that with FFTW you have to choose between building it for your CPU and making it non-portable, or targeting the lowest common denominator of CPU features so that it runs everywhere but much slower. Meanwhile PhastFT detects the available CPU features at runtime, and will utilize the fastest CPU features without sacrificing portability.

Lastly, we are currently working on support for interleaved format [1]. That will be in the next release.

[1] https://github.com/QuState/PhastFT/pull/27

• thermite

  1 154 0.0 Rust

  Thermite SIMD: Melt your CPU

  

• neural-network-from-scratch

  3 114 0.0 Rust

  A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

• varint-simd

  4 98 5.1 Rust

  Decoding and encoding gigabytes of LEB128 variable-length integers per second in Rust with SIMD

• sliceslice-rs

  2 87 5.9 Rust

  A fast implementation of single-pattern substring search using SIMD acceleration.

  

• faster-hex

  2 78 6.6 Rust

  fast hex

  

Project mention: Ton Coin CKB-AUTH Integration | /r/NervosNetwork | 2023-12-05

reduce scope of unsafe xsave code to where know it's supported faster-hex#39

• simd-alphatensor-rs

  2 58 10.0 Rust

  🧮 alphatensor matrix breakthrough algorithms + simd + rust.

• argminmax

  3 52 5.5 Rust

  Efficient argmin & argmax

• spinoza

  2 47 8.5 Rust

  A High Performance Quantum State Simulator implemented in pure Rust

  

Project mention: Fast Fourier Transform in Rust | news.ycombinator.com | 2024-05-01

For those who are interested, there is a strong connection between FFT and quantum gates. Applying a gate to a target qubit in a quantum system follows the same computing pattern as one stage in FFT. Consequently, any quantum simulator contains an FFT implementation, and an efficient FFT implementation can be ported to a quantum simulator implementation.

To see how quantum gates work, take a look at Spinoza: https://github.com/QuState/spinoza, a sister project for PhastFT, and Hume, a simpler, but lower performing, Python version: https://github.com/learnqc/code/tree/main/src/hume.

• rsonpath

  1 43 9.4 Rust

  Blazing fast JSONPath query engine written in Rust.

  

Project mention: On-demand JSON: A better way to parse documents? | news.ycombinator.com | 2024-02-10

Maybe you need a query engine and not a parser.

Shameless promotion of my beta engine

https://github.com/V0ldek/rsonpath

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Rust Simd related posts

• Fast Fourier Transform in Rust

  4 projects | news.ycombinator.com | 1 May 2024

• Ton Coin CKB-AUTH Integration

  3 projects | /r/NervosNetwork | 5 Dec 2023

• GDlog: A GPU-Accelerated Deductive Engine

  16 projects | news.ycombinator.com | 3 Dec 2023

• Designing a SIMD Algorithm from Scratch

  3 projects | news.ycombinator.com | 28 Nov 2023

• Announcing Sonic-rs 0.2.0: Separate safe & unsafe functions clearly and performance optimization.

  2 projects | /r/rust | 31 Oct 2023

• Announcing sonic-rs: A fast Rust JSON library based on SIMD.

  2 projects | /r/rust | 20 Oct 2023

• Stringzilla: Fastest string sort, search, split, and shuffle using SIMD

  9 projects | news.ycombinator.com | 29 Aug 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 21 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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