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Simd Python Packages

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

Fast Base64 encoding/decoding in Python

23.1M 177 20
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 🦖

5M 3K 125
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 📐

4.3M 2K 119
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 🔍

578K 4K 316
predict-idlab
tsdownsample

High-performance time series downsampling algorithms for visualization

558K 229 20
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 📐

385K 2K 119
Tencent
pnnx

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

245K 23K 4K
Tencent
ncnn

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

232K 23K 4K
nomonosound
numpy-rms

Calculate RMS swiftly (SIMD-accelerated)

225K 3 2
nomonosound
numpy-minmax

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

219K 15 4
althonos
pyrodigal

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

42K 184 10
unum-cloud
usearch-iscc

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

17K 4K 316
AndreaBozzo
dataprof

Library and CLI for profiling tabular data

14K 14 1
N283T
zsasa

Fast SASA calculation using Zig

14K 0 0
LibRapid
librapid

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

14K 180 10
Ary5272
turbocpp

Fast CPU LLM inference in pure C++17. AVX2+FMA matmul, Q4/Q8 quantization, TurboQuant-style 4/3-bit KV cache, GQA, BPE, mmap loader. Zero deps.

13K 1 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.

7K 5 0
althonos
pyopal

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

7K 10 1
godalida
koala-diff

Blazingly fast data comparison tool for Python, powered by Rust. Compare massive CSV/Parquet datasets instantly.

7K 5 0
akielaries
openmtpk

Hardware Accelerated General Purpose Mathematics Package (very stale)

6K 7 5
N283T
pyztraj

High-performance molecular dynamics trajectory analysis library in Zig

6K 0 0
RyanCodrai
turbovec

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

6K 984 83
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 🦖

6K 3K 125
pablocael
pynear

A python library for efficient KNN search within metric spaces using multiple distance functions.

6K 28 3
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