CLAY

A C23 Linear Algebra librarY

Table of Contents

• Table of Contents
• Overview
  • Key Components
  • Key Features
• Setup
  • Cloning the Repository

Overview

Key Components

• include/: Holds declarations for the structures and methods utilized in the library.
  • include/Vector/: Structures and methods for vectors.
  • include/Matrix/: Structures and methods for matrices.
  • include/Sparse/: Structures and methods for sparse matrices.
• src/: Holds definitions for the structures and methods utilized in the library.

Key Features

• Matrix Decompositions
  • LU Decomposition with Partial Pivoting
  • Cholesky Decomposition
  • Fast Householder QR Decomposition
  • Givens QR Decomposition for Hessenberg Matrices
• Direct Dense Linear Solvers
  • Triangular solvers
  • Gaussian Elimination with Partial Pivoting
  • LU Solver
  • Cholesky Solver
  • QR Solver
• Direct Sparse Linear Solvers
  • Triangular solvers
• Eigenvalue Computation
  • QR Algorithm

Setup

Cloning the Repository

Clone the repository from here:

git clone [email protected]:diantonioandrea/CLAY.git