Matrix Multiplication Python Packages

blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

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 📐

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 📐

sparse-dot-mkl

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

trnblas

BLAS Levels 1–3 for AWS Trainium via NKI (cuBLAS-equivalent) — GEMM with stationary-tile reuse, batched GEMM, TRSM, validated DF-MP2 for quantum chemistry.

structlinks

Easily access and visualize Data structures

sparsecootensormulpytorch

Pytorch Sparse COO Tensor Multiplication

pyclblast

Tuned OpenCL BLAS

matrox

Linear Algebra Library

levi-edge

Drop-in small-matrix acceleration for PyTorch on edge devices

pytrix

A class allowing operations to be performed on Matrix, Vector & Point objects.