Top 9 singular-value-decomposition open source projects

PReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems

Shiny App for Image Compression via SVD

Julia code for the book Numerical Linear Algebra

Demonstration of low rank matrix approximations via singular value decomposition

Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC

Solve many kinds of least-squares and matrix-recovery problems

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, F…

Building recommender systems in Julia

Implementing Content based and Collaborative filtering(with KNN, Matrix Factorization and Neural Networks) in Python