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

MATLAB Tensor Toolbox (by Tamara Kolda)

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

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

N-way Toolbox for MATLAB (by Rasmus Bro)

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

MFM community development code

TT-Toolbox (by Oseledets et al.)

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

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

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

[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

Tensor Granger Causality with t-Product Algorithm

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

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

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.

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