Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

MATLAB Tensor Toolbox (by Tamara Kolda)

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis

MATLAB code for the coarray tensor completion-based 2-D DOA estimation algorithm

MFM community development code

N-way Toolbox for MATLAB (by Rasmus Bro)

Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"

TT-Toolbox (by Oseledets et al.)

Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"

[EUSIPCO 2020] "Adaptive Algorithms for Tensor Train Decomposition of Streaming Tensors". In 28th European Signal Processing Conference, 2020.

Partitioned Tensor Factorization

An inexact alternating proximal gradient algorithm for nonnegative CP tensor decomposition

Toolbox allows to test and compare methods for Image Completion and Data Completion problems in Matlab. Presented methods use various Nonnegative Matrix Factorization and Tensor decomposition algorithms. It was based on research performed during realization of PhD.

Implements the code from the publication A distributed proximal gradient descent methods for tensor completion

This repository contains the software used in the paper "Empirical Evaluation of Four Tensor Decomposition Algorithms" (see four-tensor-decompositions.pdf).

SEFEE: Storage Error Forecasting using tEnsor dEcomposition

Tensor Granger Causality with t-Product Algorithm

Algorithms for tensor decomposition in GMM, LDA topic models etc.