Multi-Way Component Analysis

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Documentation for package ‘mwTensor’ version 1.2.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

mwTensor-package	Multi-Way Component Analysis
checkCoupledMWCA	Static Validation of CoupledMWCA Parameters
checkCoupledMWCA-method	Static Validation of CoupledMWCA Parameters
compileMWCAProgram	Compile an MWCAProgram to Solver Parameters
CoupledMWCA	Coupled Multi-way Component Analysis (CoupledMWCA)
CoupledMWCA-method	Coupled Multi-way Component Analysis (CoupledMWCA)
CoupledMWCAInit-class	Class '"CoupledMWCAInit"'
CoupledMWCAParams-class	Class "CoupledMWCAParams"
CoupledMWCAResult-class	Class "CoupledMWCAResult"
defaultCoupledMWCAParams	Default parameters for CoupledMWCA
defaultMWCAParams	Default parameters for MWCA
executeMWCAProgram	Execute an MWCAProgram (Experimental)
initCoupledMWCA	Initialize CoupledMWCA Factors and Cores
initCoupledMWCA-method	Initialize CoupledMWCA Factors and Cores
MWCA	Multi-way Component Analysis (MWCA)
MWCA-method	Multi-way Component Analysis (MWCA)
MWCAParams-class	Class "MWCAParams"
MWCAProgram	Factorization Program Representation
MWCAProgramBlock	Factorization Program Representation
MWCAProgramFactor	Factorization Program Representation
MWCAProgramRefinement	Factorization Program Representation
MWCAResult-class	Class "MWCAResult"
mwTensor	Multi-Way Component Analysis
myALS_SVD	Alternating Least Square Singular Value Decomposition (ALS-SVD) as an example of user-defined matrix decomposition.
myCX	CX Decomposition as an example of user-defined matrix decomposition.
myICA	Independent Component Analysis (ICA) as an example of user-defined matrix decomposition.
myNMF	Independent Component Analysis (ICA) as an example of user-defined matrix decomposition.
mySVD	Singular Value Decomposition (SVD) as an example of user-defined matrix decomposition.
plotTensor3Ds	Plot function for visualization of tensor data structure
print.MWCAProgram	Factorization Program Representation
RefinedFactor-class	Class '"RefinedFactor"'
refineFactor	One-Step Factor Refinement (Experimental)
summary.MWCAProgram	Factorization Program Representation
toyModel	Toy model of coupled tensor data
validateMWCAProgram	Validate an MWCAProgram