Multi-Way Component Analysis
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Documentation for package ‘mwTensor’ version 1.1.0
Help Pages
| mwTensor-package | Multi-Way Component Analysis |
| CoupledMWCA | Coupled Multi-way Component Analysis (CoupledMWCA) |
| CoupledMWCA-method | Coupled Multi-way Component Analysis (CoupledMWCA) |
| CoupledMWCAParams-class | Class "CoupledMWCAParams" |
| CoupledMWCAResult-class | Class "CoupledMWCAResult" |
| defaultCoupledMWCAParams | Default parameters for CoupledMWCA |
| defaultMWCAParams | Default parameters for MWCA |
| MWCA | Multi-way Component Analysis (MWCA) |
| MWCA-method | Multi-way Component Analysis (MWCA) |
| MWCAParams-class | Class "MWCAParams" |
| 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 |
| toyModel | Toy model of coupled tensor data |