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Simd Python Packages

Python packages with the GitHub topic simd. Sorted by monthly downloads, with stars and forks.
mayeut
pybase64

Fast Base64 encoding/decoding in Python

18.4M 182 19
ashvardanian
simsimd

SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types — from 6-bit floats to 64-bit complex — across x86, Arm, RISC-V, and WASM, with bindings for Python, Rust, C, C++, Swift, JS, and Go 📐

3.3M 2K 135
ashvardanian
stringzilla

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 memory ops 🦖

2.5M 4K 142
unum-cloud
usearch

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

696K 4K 353
predict-idlab
tsdownsample

High-performance time series downsampling algorithms for visualization

397K 237 23
ashvardanian
numkong

SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types — from 6-bit floats to 64-bit complex — across x86, Arm, RISC-V, and WASM, with bindings for Python, Rust, C, C++, Swift, JS, and Go 📐

357K 2K 135
nomonosound
numpy-minmax

A fast function (SIMD-accelerated) for finding the minimum and maximum value in a NumPy array

309K 16 4
nomonosound
numpy-rms

Calculate RMS swiftly (SIMD-accelerated)

308K 5 2
Tencent
ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

137K 24K 5K
Tencent
pnnx

ncnn is a high-performance neural network inference framework optimized for the mobile platform

84K 24K 5K
althonos
pyrodigal

Cython bindings and Python interface to Prodigal, an ORF finder for genomes and metagenomes. Now with SIMD!

52K 188 11
RyanCodrai
turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

43K 17K 1K
bluescarni
heyoka

Python library for ODE integration via Taylor's method and LLVM

28K 92 15
ashvardanian
stringzillas-cpus

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 memory ops 🦖

24K 4K 142
LibRapid
librapid

A highly optimised C++ library for mathematical applications and neural networks.

13K 180 10
code-inflation
pycrc32

SIMD-accelerated CRC32 checksum computation

12K 3 0
computational-chemical-engineering
peclet-morton

Morton/Z-order codes with arithmetic directly in Morton space (BMI2/AVX-512 + Kokkos); the Peclet spatial-index primitive

12K 0 0
orieg
expanse-trie

256-ary radix trie and Judy arrays in Rust — drop-in libjudy C ABI, MIT/Apache-2.0

12K 4 0
kozistr
hashcodecs

A blazing fast hash & codecs implementations in pure Rust

11K 2 0
bug-ops
fast-scrape

🦀 High-performance HTML parsing library. Rust core with native bindings for Python, Node.js & WASM. SIMD-accelerated, memory-safe, consistent API everywhere.

10K 10 0
mahmoudimus
sigmaker

sigmaker is a zero-dependency IDA Pro 9.0+ cross-platform signature maker plugin with optional SIMD (e.g. AVX2/NEON/SSE2) speedups that works on MacOS/Linux/Windows. It allows configurable wildcard operand patterns, nibbles, and signature generation just by right clicking.

9K 226 17
eminsk
nanovector

The SQLite of Vector Search & Episodic Memory for AI Agents in ~120KB. Pure C99, AVX2+FMA, ARM NEON, FASM x64, Native MCP Server.

9K 7 0
althonos
pyopal

Cython bindings and Python interface to Opal, a SIMD-accelerated database search aligner.

9K 11 1
yangao07
pyabpoa

abPOA: an SIMD-based C library for fast partial order alignment using adaptive band

8K 148 26
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology