singular-value-decomposition topic

List singular-value-decomposition repositories

Making movies recommendation using a Collaborative Filtering Algorithm on the famous MovieLens dataset.

Data-Science-Methods

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This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

Digital-Image-Watermarking

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

linalg

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A linear algebra library that provides a user-friendly interface to several BLAS and LAPACK routines.

EigenTrajectory

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Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"

MH1DDC

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:earth_asia: MH1DDC is inversion software using Levenberg-Marquardt (LM) and Singular Value Decomposition (SVD) of one-dimension DC resistivity in MATLAB.

MH1DMT

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:earth_asia: MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very F...

svd-image-compression-demo

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Demonstration of low rank matrix approximations via singular value decomposition

TotalLeastSquares.jl

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

parallel-PCA-openmp

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A parallelized implementation of Principal Component Analysis (PCA) using Singular Value Decomposition (SVD) in OpenMP for C. The procedure used is Modified Gram Schmidt algorithm. The method for Clas...