R: Multi-Way Component Analysis

# Multi-Way Component Analysis

## 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