simple but efficient kernel regression and anomaly detection algorithms

Own solutions for exercises and MATLAB example codes for "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau III, 1997

A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging

Linear Algebra and Its Application(5th version) case study、project、application、exercise、code、notes and textbook

Benchmark MATLAB & Julia for Matrix Operations

Various Small Projects on Various Subjects

Interactive courseware module that addresses fundamental matrix methods and linear systems taught in introductory linear algebra courses.

Learn linear algebra by applications in stoichiometry, steganography, static force analysis, and machine learning.

Linear Algebra Guide

Differential Equations Guide

Solves the tridiagonal linear system Ax = d for x using the tridiagonal matrix algorithm (i.e. the Thomas algorithm).

Utilizing MATLAB to show how SVD can be used to compress colored images

GMRES algorithm implementation for the numerical solution of an indefinite non-symmetric system of linear equations.

basic numerical analysis algorithms implemented in MATLAB for coursework

fast solver for symmetric positive definite toeplitz system with preconditioned conjugate gradient method.

Code implemented and thesis on HodgeRank, Least-squares on graph problems

Total Least Squares with mixed and/or weighted disturbances

LAFF: Linear Algebra - Foundations to Frontiers (https://www.edx.org/course/laff-linear-algebra-foundations-to-frontiers)

Multilevel solvers for the Helmholtz equation based on the shifted Laplace preconditioner