ashvardanian

StringZilla

Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging NEON, AVX2, AVX-512, and SWAR to accelerate search, sort, edit distances, alignment scores, etc 🦖

SimSIMD

Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐

less_slow.cpp

Learning how to write "Less Slow" code in C++ 20, C 99, CUDA, PTX, & Assembly, from numerics & SIMD to coroutines, ranges, exception handling, networking and user-space IO

SwiftSemanticSearch

Real-time on-device text-to-image and image-to-image Semantic Search with video stream camera capture using USearch & UForm AI Swift SDKs for Apple devices 🍏

ParallelReductionsBenchmark

Thrust, CUB, TBB, AVX2, AVX-512, CUDA, OpenCL, OpenMP, Metal - all it takes to sum a lot of numbers fast!

stringzilla-benchmarks-rs

Comparing performance-oriented string-processing libraries for substring search, multi-pattern matching, hashing, and Levenshtein edit-distance calculations

less_slow.py

Learning how to write "Less Slow" code in Python, from numerical micro-kernels to coroutines, ranges, and polymorphic state machines

tinysemver

Tiny Semantic Versioning (SemVer) library with LLMs and GitHub CI, that doesn't depend on 300K lines of JavaScript code and fits in a single Python file

cuda-python-starter-kit

Parallel Computing starter project to build GPU & CPU kernels in CUDA & C++ and call them from Python without a single line of CMake using PyBind11

less_slow.rs

Learning how to write "Less Slow" code in Rust, from numerical micro-kernels to coroutines, ranges, and polymorphic state machines

LibSee

Link to this library and it will log all the LibC functions you are calling and how much time you are spending in them!

MongooseMiner

Documentation retrieval system to help LLMs navigate less-popular (yet often more powerful) Python libraries

scaling-democracy

GPU-accelerated Schulze voting method in Python, Numba, and CUDA, using ideas from Algebraic Graph Theory

vector-dossier

Vector Dossier is a CLI tool that statically analyzes vectorization depth of programs and libraries

minSH

A minimal Python re-implementation of the A* with seed heuristic for exact global alignmnet (edit distance) in near-linear time

spacev-1b

Billion-scale Semantic Search dataset derived from Microsoft SpaceV for Vector Search benchmarks

ucall

Remote Procedure Calls - 50x lower latency and 70x higher bandwidth than FastAPI, implementing REST & JSON-RPC over io_uring and SIMDJSON ☎️

VectorHub

VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.

usearch

Vector Search engine in a single file - supporting C++ 11, C 99, Python 3, JavaScript, Rust, Java, GoLang, Objective-C, Swift, Wolfram, Docker, and WebAssembly 🔍

awesome-vector-search

Collections of vector search related libraries, service and research papers

kdtree-rs

K-dimensional tree in Rust for fast geospatial indexing and lookup

lean4

Lean 4 programming language and theorem prover

liburing

Library providing helpers for the Linux kernel io_uring support

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

ashvardanian

My GitHub page :)

compile-time-regular-expressions

Compile Time Regular Expression in C++

einsum-in-depth

oneTBB

oneAPI Threading Building Blocks (oneTBB)