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The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

Tiramisu ⭐ 872

A polyhedral compiler for expressing fast and portable data parallel algorithms

Spectra ⭐ 687

A header-only C++ library for large scale eigenvalue problems

Mathgeolib ⭐ 608

A C++ library for linear algebra and geometry manipulation for computer graphics.

Technicalnote ⭐ 553

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

Armadillo Code ⭐ 439

Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

A language for computing on sparse systems

Numerical linear algebra software package

Kokkos Kernels ⭐ 259

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

Set of examples of ML approaches implemented in C++

Monolish ⭐ 185

monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture

Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm

Basiclinearalgebra ⭐ 164

A library for using matrices and linear algebra on Arduino

Xtensor Blas ⭐ 150

BLAS extension to xtensor

Strumpack ⭐ 136

Structured Matrix Package (LBNL)

A framework for high-performance domain decomposition methods.

Mathter ⭐ 114

A flexible and fast matrix, transform and geometry library.

🚀 Automatically compile linear algebra R code to C++ with Armadillo

Eigen Js ⭐ 82

⚡ Eigen-js is a port of the Eigen C++ linear algebra library

A compile-time linear algebra system for C++

sparse matrix pre-processing library

LinBox - C++ library for exact, high-performance linear algebra

NASOQ:Numerically Accurate Sparsity Oriented QP Solver

A C++ Math Library Based on CUDA

Fflas Ffpack ⭐ 53

FFLAS-FFPACK - Finite Field Linear Algebra Subroutines / Package

Dla Future ⭐ 51

Keigen is a Kotlin (Android) library for fast matrix operations and linear algebra built on a C++ foundation

SLATE is a distributed, GPU-accelerated, dense linear algebra library targetting current and upcoming high-performance computing (HPC) systems. It is developed as part of the U.S. Department of Energy Exascale Computing Project (ECP).

High Performance Computing (HPC) and Signal Processing Framework

General purpose math library for robot applications.

Sympiler ⭐ 40

Sympiler is a Code Generator for Transforming Sparse Matrix Codes

core C++ library

a header-only c++ numeric library

Cpp Examples ⭐ 38

Numerical C++ examples.

Vanishing Point Detector ⭐ 37

Vanishing Point detection for images and videos using Least Squares in C++

C++ Template Linear Algebra PACKage

Topologic ⭐ 35

Visualiser for basic geometric primitives and fractals in arbitrary-dimensional spaces

Small C++17 library for vector and matrix computations

A C++ header-only for data transfer between linear algebra libraries (Eigen, Armadillo, OpenCV, ArrayFire, LibTorch).

Owl's OCaml Interface to Eigen3 C++ Library

Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.

Fused Matrix Library

Bandicoot Code ⭐ 21

Bandicoot: C++ library for GPU linear algebra & scientific computing - https://coot.sourceforge.io

An open-source generalized sparse linear algebra framework with vendor-agnostic GPUs accelerated computations

Specialized Parallel Linear Algebra, providing distributed GEMM functionality for specific matrix distributions with optional GPU acceleration.

Another Matrix Library using C++11 features to be small and lightweight but efficient

Tensorforth ⭐ 17

Forth does tensors, in CUDA.

Jacobi_pd ⭐ 17

a short, simple public-domain header-only C++ library for calculating eigenvalues and eigenvectors of real symmetric matrices

Fdapde Core ⭐ 16

The fdaPDE core library is a C++ header-only library for Partial Differential Equation discretization, computational geometry, unconstrained nonlinear optimization, linear algebra and much more.

Sparse linear Boolean algebra for Nvidia Cuda

IT++ library mirror/fork. C++ library of mathematical, signal processing and communication classes and functions.

Theoretica ⭐ 14

A numerical and automatic mathematical library in C++ for scientific and graphical applications

Easy-to-use Scientific Computing library in/for C++ available for Linux and Windows.

Lsqr Cpp ⭐ 14

This is a c++ port initially performed by Luis Ibanez of the LSQR library of Chris Paige and Michael Saunders. The same methodology was applied to the LSMR library of David Fong and Michael Saunders.

Common C++ code

MTLT is a header-only math matrix library that allows you to do compile-time calculations, perform atomic operations, and contains all the basic operations on matrices. The library is written in STL style, supports joint work with STL algorithms. Since C++11

Numerics ⭐ 12

library of numerical methods using Armadillo

Sparse Matrix - Simple implementation of Sparse Matrix Operations in C++.

A Geometry library for 3D Game Engine

R bindings for the Fused Matrix Library (fml)

Mathematical proofs in c++ by way of the Curry Howard isomorphism.

Awesome Cuda Programming ⭐ 9

Linear Algebra for C++.

Linearduino ⭐ 9

Linear algebra for Arduino

A fast vector/matrix library

A generic, modern and extensible numerical toolkit following the syntax and functionality of the GLSL shading language, but it packed with extra goodies

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

Vismatrix ⭐ 8

A vizualiser for sparse matrices

Preconditioners ⭐ 8

A set of useful algebraic preconditioners for iterative numerical linear-algebraic methods.

Blackcat_tensors ⭐ 8

Matrix-Vector Library Designed for Neural Network Construction. cuda (gpu) support, openmp (multithreaded cpu) support, partial support of BLAS, expression template based implementation PTX code generation identical to hand written kernels, and support for auto-differentiation

CVM Class Library

Sample implementations of the Strassen algorithm for matrix multiplication

A stand-alone pure C++ library for linear algebra and machine learning

A work-in-progress C++20/23 header-only maths library for game development, embedded, kernel and general-purpose that works in constant context.

Blaze_cuda ⭐ 7

WIP · CUDA compatibility for Blaze · https://bitbucket.org/blaze-lib/blaze

Eigen Malloc Free Pseudoinverse ⭐ 7

This extended Eigen C++ template library and wrapper provide a malloc-free Moore-Penrose pseudoinverse solver.

Alien: an interface for linear solvers

A simple linear algebra header-only library.

A C++/Python library for incomplete LU factorizations based on Jan Mayer's ILU++

Linearalgebra ⭐ 6

The LinearAlgebra library is a C++ library that extends the functionality of the previously mentioned Matrix and Rational classes. It offers a wide range of linear algebra operations for matrices and vectors.

Tinylinalg ⭐ 6

Tiny linear algebra and matrix math library

Virtualvistavulkan ⭐ 6

Physically Based Renderer Written with Vulkan

Linearsystemsolver ⭐ 6

Algebra Linear System Solver Task, Second Year 1st Semester - UNI211T.

Fork of the Blaze library for compatibility with Blaze CUDA · https://bitbucket.org/blaze-lib/blaze · https://github.com/STEllAR-GROUP/blaze_cuda

A linear algebra math framework written in modern C++ optimized for real time graphics.

Numerical computing library for linear algebra and task-based parallelism.

Gal Solver ⭐ 5

Linear Algebra Program

Randomized Matrix Product ⭐ 5

Probabilistic method for the computation of the approximate product of two matrices

Vector_datatype ⭐ 5

Arduino library for 3D vectors and quaternions.

Pyarmadillo ⭐ 5

user-friendly linear algebra library for Python - https://pyarma.sourceforge.io

2d Galerkin BEM code in C++

Fastmatrix ⭐ 5

Lightweight C++ library for linear algebra

Linear Algebra ⭐ 5

Educational linear algebra algorithms

Calculator ⭐ 5

Matrix, Polynomial and Vector Implementations

Camera Pose Estimation Using Aruco Marker ⭐ 5

design and implementation of a camera pose estimator using a known sized detected square. in this project we used Aruco markers but you can use any square else to estimate the camera position.

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