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% The N-way Toolbox for MATLAB
% Version 1.03 11-Oct-1999
% Copyright (c) 1995-99 Claus A. Andersson & Rasmus Bro, KVL, Denmark
% Download from http://www.models.kvl.dk/source/nwaytoolbox/
% $Revision: 1.0.0$ $24-Jan-1999$ $CA/RB$
%
% MODELS
% parafac N-way PARAFAC with weighted or unweighted loss
% function. Optional: Non-negativity, orthogonality,
% unimodality, missing values.
% dtld Direct trilinear decomposition
% gram Generalized rank annihilation
% tucker N-way Tucker2-3 models. Handles missing values.
% Optional: Orthogonality, non-negativity.
% npls N-way PLS. Handles missing values
% npred Predicting new samples using existing N-PLS model
%
% GENERAL TOOLS
% Maxdia3 Rotates factors and cores from the N-way Tucker model
% for optimal super-diagonality
% Maxvar3 Rotates factors and cores from the N-way Tucker model
% for optimal variance-of-squares
% Maxswd3 Rotates factors and cores from the N-way Tucker model
% for optimal slice-wise diagonality
% fac2let Converts output to ordinary component matrices/loadings
% ppp Triple-P product (reversed Khatri-Rao product)
% ncosine Multiple cosine/Tuckers congruence/UCC between several sets of loading matrices
% nmodel Estimates the data from the model parameters
% nprocess Preprocess array. Center and scale multi-way arrays
% corcond Core consistency diagnostics of a PARAFAC model
% calccore Calculates the N-way core array
% pftest Helps in deciding the correct number of components in PARAFAC
%
% PLOT AND ARRANGE AUXILIARY FILES
% pfplot Graphical output routine for PARAFAC
% nshape Rearranges an N-way array
% refold3 Helps in fixing errorneous foldings
% tplot3f Plot summary of solutions
% plotfac Plots solutions from general N-way models
% explcore Helps interpret the N-way core array
%
% NUMERICAL ANALYSIS
% ulsr Unimodal least squares regression
% fastnnls Non-negativity constrained regression, fast version
% monreg Monotone regression
% pfls General least squares regression routine
%
% DEMOS
% tuckdemo Demonstrates how to use the Tucker3 model and routines
%
% GETTING STARTED
% See readme.txt and http://www.models.kvl.dk/courses/
% for interactive courses on N-way analysis using the N-way Toolbox
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