numerical-linear-algebra
There are 4 repositories under numerical-linear-algebra topic.
EricDarve / numerical_linear_algebra
Julia code for the book Numerical Linear Algebra
Language:Jupyter Notebook 105kevinzakka / learn-linalg
Learning some numerical linear algebra.
Language:Python 70BallisticLA / RandBLAS
A header-only C++ library for sketching in randomized linear algebra
Language:C++ 64wo80 / CSparse.NET
A concise library for solving sparse linear systems with direct methods.
Language:C# 57leeyngdo / Numerical-Linear-Algebra
Own solutions for exercises and MATLAB example codes for "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau III, 1997
Language:MATLAB 45- itergp
JonathanWenger / itergp
IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
Language:Python 38 - Language:C++ 21
bonevbs / HssMatrices.jl
A Julia package for hierarchically semiseparable (HSS) matrices.
Language:Julia 20tttapa / Linear-Algebra
Educational linear algebra algorithms
Language:C++ 9zekiakyol / proof-based-math-readings
📕 Proof-Based Math Readings is a free and independent online reading group where we study mathematics required in economics master's/PhD programs using an intuitive approach.
zlliang / jacobi-svd
Numerical experiments on Jacobi SVD algorithm
Language:MATLAB 9axelv / recursive-nystrom
Python implementation of RLS-Nystrom
Language:Python 7bchaoss / incremental-SVD
An improved incremental singular value decomposition(SVD) algorithm
Language:MATLAB 6kaaja / ComputationalPhysics
Computatinal physics University of Oslo
Language:C++ 6Hierarchical solvers is an approximate sparse direct solver, written entirely in Julia.
Language:Julia 5Cirdans-Home / psfun
Matrix function for PSBLAS
Language:Fortran 5nkphysics / Computational-Linear-Algebra-
This repository is all the code to go along with my video series on computational Linear algebra.
Language:Jupyter Notebook 5jacobdwatters / Flag4j
Fast linear algebra library for Java.
Language:Java 4- probabilistic-linear-solvers-for-ml
Probabilistic Linear Solvers for Machine Learning (NeurIPS 2020)
Language:Jupyter Notebook 4 - Global-Instability-AnalysisLanguage:Python 3
americocunhajr / UERJ-AlgebraLinearComputacional
Curso de Álgebra Linear: Aspectos Teóricos e Computacionais da UERJ.
- Language:Fortran 3
AlexanderNixon / DataScience-Notes
Personal notes and projects on many different Data Science related areas
Language:Jupyter Notebook 2alokchoudhary05 / Numerical-Methods-with-MATLAB
This repository contains MATLAB programs and algorithms covering various numerical methods. These scripts are designed to help understand and implement fundamental numerical techniques commonly used in scientific computing.
Language:MATLAB 2arashmath / CholeskyDecompositionHilbertMatrix
Cholesky decomposition for Hilbert matrix of any order in Python 3 (Two programs)
Language:Python 2JohnSell620 / HPC-Library
High-performance numerical linear algebra library for developing on cluster of distributed Docker containers with NVIDIA CUDA, MPICH, and Docker Compose.
Language:C++ 2- psctoolkit
psctoolkit / psctoolkit
Main repository of the PSCToolkit package, it contains pointer to all the various part of the library.
Language:Dockerfile 2 RishiDarkDevil / Eigenvalues
This contains implementation of eigenvalue calculation algorithms from scratch.
Language:R 2- Language:Julia 2
Error analysis and computation of the matrix Logarithm with some Padè approximation
Language:MATLAB 1- Language:C++ 1
jameswawright / NLA
Implemented Numerical Linear Algebra algorithms with improved performance over the standard algorithm in terms of speed, storage, and stability for special matrices of scientific interest; such as Vandermonde, sparse, and Hermitian matrices.
Language:Python 1- Language:C++ 1
luisgarciar / faber-helmholtz
Implementation of a polynomial preconditioner for the Helmholtz equation based on Faber series
Language:MATLAB 1reece-iriye / Solving-2D-Poissons-Equation-Using-Finite-Difference-Method-and-Iterative-Solvers
Implementing 2D Poisson's Equation using the Finite Difference Method and Iterative Solvers for matrices. Explored LU decomposition & the Thomas algorithm, Jacobi, Gauss-Seidel, and the Standard Over-Relaxation (SOR) method. MATH 4315: Advanced Scientific Computing with Professor Weihua Geng.
Language:HTML 1zhihanyang2022 / dior
Differentiable reparameterization of matrices with orthogonal columns.
Language:Jupyter Notebook 1
