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CMTFtoolbox

Create (Advanced) Coupled Matrix and Tensor Factorization Models

v1.0.1 · Aug 22, 2025 · MIT + file LICENSE

Description

Creation and selection of (Advanced) Coupled Matrix and Tensor Factorization (ACMTF) and ACMTF-Regression (ACMTF-R) models. Selection of the optimal number of components can be done using 'ACMTF_modelSelection()' and 'ACMTFR_modelSelection()'. The CMTF and ACMTF methods were originally described by Acar et al., 2011 <doi:10.48550/arXiv.1105.3422> and Acar et al., 2014 <doi:10.1186/1471-2105-15-239>, respectively.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies clue doParallel dplyr foreach ggplot2 magrittr mize multiway pracma rTensor tidyr CMTFtoolbox

Version History

new 1.0.1 Mar 9, 2026