Rust Simd-vector Resources

memchr vs stringzilla Rust Substring Search Benchmarks Substring search is one of the most common operations in text processing, and one of the slowes

@neplex/vectorizer A simple Node.js library to convert raster images into svg using VTracer, with time complexity of O(n). Installation npm install @n

What is OasysDB? OasysDB is a vector database that can be used to store and query high-dimensional vectors. Our goal is to make OasysDB fast and easy

🕹️ Vong This repository contains source code for the first native use of a compute-centric vector graphics video game, inspired by Pong. ✍️ Authors @

Small-Map An inline SIMD accelerated hashmap designed for small amount of data. Usage use small_map::SmallMap; // Don't worry about the 16 here. // Wh

FastEmbed-rs 🦀 Rust implementation of @Qdrant/fastembed 🍕 Features Supports synchronous usage. No dependency on Tokio. Uses @huggingface/tokenizers

keccak256-aarch64 Warning This crate was forked from real cryptographers (Goldilocks by Remco Bloeman), by not a real cryptographer. Do not use this k

Fast Vector Similarity Library Introduction The Fast Vector Similarity Library is designed to provide efficient computation of various similarity meas

pg_vectorize under development The simplest implementation of LLM-backed vector search on Postgres. -- initialize an existing table select vectorize.i

Fast SP Various implementations of the problem in this blog post. Requirements To run this, you will need Rust Nightly and Python 3.8+ with numpy. Rus

tinyvector - a tiny embedding database in pure Rust ✨ Features Tiny: It's in the name. It's literally just an axum server. Extremely easy to customize

Vemcache Vemcache is an in-memory vector database. Vemcache can be thought of as the Redis equivalent for vector databases. Getting Started Prerequisi

🎼 🧬 lightmotif A lightweight platform-accelerated library for biological motif scanning using position weight matrices. 🗺️ Overview Motif scanning

rsonpath – SIMD-powered JSONPath 🚀 Experimental JSONPath engine for querying massive streamed datasets. Features The rsonpath crate provides a JSONPa

pgvecto.rs pgvecto.rs is a Postgres extension that provides vector similarity search functions. It is written in Rust and based on pgrx. Features cosi

ecow Compact, clone-on-write vector and string. Types An EcoVec is a reference-counted clone-on-write vector. It takes up two words of space (= 2 usiz

simd-alphatensor-rs tldr; alphatensor matrix breakthrough algorithims + simd + rust. This repo contains the cutting edge matrix multiplication algorit

ArgMinMax Efficient argmin & argmax (in 1 function) with SIMD (SSE, AVX(2), AVX512, NEON) for f16, f32, f64, i8, i16, i32, i64, u8, u16, u32, u64. 🚀

Linked Atomic Random Insert Vector Lariv is a thread-safe, self-memory-managed vector with no guaranteed sequential insert. It internally uses a linke

tsdownsample 📈 Time series downsampling algorithms for visualization Features ✨ Fast: written in rust with PyO3 bindings leverages optimized argminma

mapbox-gl-rs Unofficial Rust binding for mapbox-gl-js What's this? mapbox-gl-js is an open source library for rendering a beautiful vector-based maps

Artful Artful is an adaptive radix tree library for Rust. At a high-level, it's like a BTreeMap. It is based on the implementation of paper, see The A

Mozzarella Benchmarking Code This repository contains the code developed for the benchmarking experiments in our paper: "Moz $\mathbb{Z}_{2^k}$ arella

Quickstart • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabilit

Type erased vector. All elements have the same type. Designed to be type-erased as far as possible - most of the operations does not know about concre

hashvec A HashVec is a hash map / dictionary whose key-value pairs are stored (and can be iterated over) in a fixed order, by default the order in whi

femtovg Join the femtovg Discord channel Work in progress! Antialiased 2D vector drawing library written in Rust.

nonaquad Vector anti-aliased graphics renderer for Android, WASM, Desktop in Rust, using miniquad. This library started as a port of NanoVG for miniqu

wasm-pack-template A template for kick starting a Rust and WebAssembly project using wasm-pack. Tutorial | Chat Built with 🦀 🕸 by The Rust and WebAs

MO's Trading - an online contest for high frequency trading

The vector provided by this crate suports concurrent get and push operations. Reads are always lock-free, as are writes except when resizing is required.

A lightweight Rust library for BitVector Rank&Select operations, coupled with a generic Sparse Array implementation

Rust fast &str to i64 parser (x86_64 SIMD, SSE4.1) Modified this version to support various string length and negative values. You need to define the

bitsvec A bit vector with the Rust standard library's portable SIMD API Usage Add bitsvec to Cargo.toml: bitsvec = "x.y.z" Write some code like this:

Powerful 2D vector and raster editing. Procedural and nondestructive. Graphite is a digital content creation software package for 2D graphics, merging

glam A simple and fast 3D math library for games and graphics. Development status glam is in beta stage. Base functionality has been implemented and t

arrayvec OR A vector with fixed capacity. Please read the API documentation here License Dual-licensed to be compatible with the Rust project. License

Rstats Usage Insert rstats = "^1" in the Cargo.toml file, under [dependencies]. Use in source files any of the following structs, as needed: use rstat

Embedded-friendly (i.e. no_std) Rust math library featuring fast, safe floating point approximations for common arithmetic operations, trigonometry, 2D/3D vector types, statistical analysis, and quaternions.

tinyvg-rs A TinyVG vector graphics format parsing library. Testing This library uses the example files from the TinyVG/examples repo for integration t

An opinionated, powerful math lib for Vector2, Vector3, Matrix and Quaternion operations Vector2 Add, Sub, Div, Mul, Eq Distance Move towards target a

BLAKE3-STD the first blake3 implementation on std::simd ONLY COMPILES WITH NIGHTLY [dependencies] blake3-std = "0.0.1" OFFICIAL DOC BLAKE3 is a crypto

An opinionated, powerful math lib for Vector2, Vector3, Matrix and Quaternion operations Vector2 Add, Sub, Div, Mul, Eq Distance Move towards target a

lav Lane-Associated Vector (LAV): Portable SIMD vector trait as GAT of SIMD lane trait. NOTE: This crate requires nightly Rust. Provides SIMD lane tra

fast_image_resize Rust library for fast image resizing with using of SIMD instructions. CHANGELOG Supported pixel formats and available optimisations:

raw-parts A wrapper around the decomposed parts of a VecT. This struct contains the Vec's internal pointer, length, and allocated capacity. RawParts

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

In One Sentence You trained a SVM using libSVM, now you want the highest possible performance during (real-time) classification, like games or VR. Hig

Vector Similarity Search Engine with extended filtering support Qdrant (read: quadrant ) is a vector similarity search engine. It provides a productio

cgmath-rs A linear algebra and mathematics library for computer graphics. The library provides: vectors: Vector2, Vector3, Vector4 square matrices: Ma

bufro A vector graphics renderer using OpenGL with a Rust & C API. A Rust example can be found in examples/quickstart.rs (using glutin). A C example c

simdutf8 – High-speed UTF-8 validation for Rust Blazingly fast API-compatible UTF-8 validation for Rust using SIMD extensions, based on the implementa

simd-adler32 A SIMD-accelerated Adler-32 rolling hash algorithm implementation. Features No dependencies Support no_std (with default-features = false

geojson Documentation Library for serializing the GeoJSON vector GIS file format Minimum Rust Version This library requires a minimum Rust version of

Martin Martin is a PostGIS vector tiles server suitable for large databases. Martin is written in Rust using Actix web framework. Requirements Install

geojson Documentation Library for serializing the GeoJSON vector GIS file format Minimum Rust Version This library requires a minimum Rust version of

uwuify fastest text uwuifier in the west transforms Hey... I think I really love you. Do you want a headpat? into hey... i think i w-weawwy wuv you.

inkdrop inkdrop is an artsy bitmap to vector converter. Command line interface The CLI binary is called inkdrop-cli and reads almost any image bitmap

Quickstart • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabilit

Peroxide Rust numeric library contains linear algebra, numerical analysis, statistics and machine learning tools with R, MATLAB, Python like macros. W

triple_accel Rust edit distance routines accelerated using SIMD. Supports fast Hamming, Levenshtein, restricted Damerau-Levenshtein, etc. distance cal

SIMD Json for Rust   Rust port of extremely fast simdjson JSON parser with serde compatibility. readme (for real!) simdjson version Currently tracking

Pikkr JSON parser which picks up values directly without performing tokenization in Rust Abstract Pikkr is a JSON parser which picks up values directl

array_tool Array helpers for Rust. Some of the most common methods you would use on Arrays made available on Vectors. Polymorphic implementations for

compressed_vec Floating point and integer compressed vector library, SIMD-enabled for fast processing/iteration over compressed representations. This

Get Started • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabili