Top 198 linear-algebra open source projects

An intelligent block matrix library for numpy, PyTorch, and beyond.

GraphBLAS for Python

Set of examples of ML approaches implemented in C++

Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.

A linear algebra library written in Rust

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Pure Javascript manually written 👌 implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.

Curso de Álgebra Lineal

Math.NET Numerics

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Repository to store what we have studied. 📖 We want everyone to get a job through TechnicalNote.

High-performance object-based library for DLA computations

Rust numeric library with R, MATLAB & Python syntax

Allocators, I/O streams, math, geometry, image and audio processing for D

Linear algebra package for rust-ndarray using LAPACK binding

A matrix library

quizzes/assignments for mathematics for machine learning specialization on coursera

Quantitative Interview Preparation Guide, updated version here ==>

Self-study plan to achieve mastery in data science

PHP library for scientific computing powered by C

Linear algebra library for Rust.

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…

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

🚀 🐍 Optimizes Python bytecode calculating linear recurrences

A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

L1: Tensor Studio — The playground for tensors

Labs for the Foundations of Applied Mathematics curriculum.

Numerical linear algebra software package

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.

🐱 Sylvester is a vector, matrix, and geometry library for JavaScript, that runs in the browser and on the server.

Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

Like NumPy, in JavaScript

Matrix Algebra proGrams In Common Lisp.

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

Linear algebra for Nim

THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen

The Cognitive Foundry is an open-source Java library for building intelligent systems using machine learning

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

A Note for Computer Graphics

Mathematical PHP library for scientific computing

Basic linear algebra subroutines for embedded optimization

Aardvark is an open-source platform for visual computing, real-time graphics and visualization. This repository is the basis for most platform libraries and provides basic functionality such as data-structures, math and much more.

List of resources about foundational knowledge for programmers (supposed to last a few decades)

Kokkos C++ Performance Portability Programming EcoSystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels

BLAS extension to xtensor

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

OCaml bindings for BLAS/LAPACK (high-performance linear algebra Fortran libraries)

A collection of algorithms and data structures

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Quantum Computation Simulator written in golang

Krylov methods for linear problems, eigenvalues, singular values and matrix functions

Numerical computing in Swift – for Linux and macOS

A compile-time linear algebra system for C++

oneAPI Specification source files

Calling the PARDISO library from Julia

sparse matrix pre-processing library

A framework for high-performance domain decomposition methods.

Structured Matrix Package (LBNL)

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.