Collection of SIMD-accelerated CLI tools for binary & UTF-8-aware text processing with StringZilla combining ICU Functionality, RipGrep Speeds, & External Memory Scale

My GitHub page :)

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, …

Up to 100x faster strings for C, C++, CUDA, Python, Rust, Swift, JS, & Go, leveraging NEON, AVX2, AVX-512, SVE, GPGPU, & SWAR to accelerate search, hashing, sorting, edit distances, sketches, and m…

Comparing performance-oriented string-processing libraries for substring search, multi-pattern matching, hashing, edit-distances, sketching, and sorting across CPUs and GPUs in Rust 🦀 and Python 🐍

Apache Arrow-compatible space-efficient "tape" class in pure Rust to be used with StringZilla for GPU, NUMA, and disk transfers of variable length strings

If only std::set was a DBMS: collection of templated ACID in-memory exception-free thread-safe and concurrent containers in a header-only library

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

Searching for structural similarities across billions of molecules in milliseconds

Lower-latency OpenMP-style minimalistic scoped thread-pool designed for 'Fork-Join' parallelism in Rust and C++, avoiding memory allocations, mutexes, CAS-primitives, and false-sharing on the hot p…

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

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

Minimalistic Rust toolkit for hash function quality analysis. Tests avalanche effect, differential patterns, and statistical distribution across variable-length n-grams.

Apache Spark and Unum USearch integration example benchmarking distributed Vector Search against Lucene and OpenSearch

Playing around "Less Slow" coding practices in C++ 20, C, CUDA, PTX, & Assembly, from numerics & SIMD to coroutines, ranges, exception handling, networking and user-space IO

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

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

Optimizing bit-level Jaccard Index and Population Counts for large-scale quantized Vector Search via Harley-Seal CSA and Lookup Tables

Playing around "Less Slow" coding practices in Rust, from numerical micro-kernels to coroutines, ranges, and polymorphic state machines

Playing around "Less Slow" coding practices in Python, from numerical micro-kernels to coroutines, ranges, and polymorphic state machines

NetworkX-like Python experience for Postgres, SQLite, MongoDB, and Neo4J

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

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

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 🍏