Non-Negative Tensor Decomposition


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Documentation for package ‘nnTensor’ version 1.3.0

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nnTensor-package Non-Negative Tensor Decomposition
GabrielNMF Gabriel-type Bi-Cross-Validation for Non-negative Matrix Factorization
jNMF Joint Non-negative Matrix Factorization Algorithms (jNMF)
kFoldMaskTensor Mask tensors generator to perform k-fold cross validation
NMF Non-negative Matrix Factorization Algorithms (NMF)
NMTF Non-negative Matrix Tri-Factorization Algorithms (NMTF)
nnTensor Non-Negative Tensor Decomposition
NTD Non-negative Tucker Decomposition Algorithms (NTD)
NTF Non-negative CP Decomposition Algorithms (NTF)
plot Plot function of the result of NMF function
plot.NMF Plot function of the result of NMF function
plotTensor2D Plot function for visualization of matrix data structure
plotTensor3D Plot function for visualization of tensor data structure
recTensor Tensor Reconstruction from core tensor (S) and factor matrices (A)
siNMF Simultaneous Non-negative Matrix Factorization Algorithms (siNMF)
toyModel Toy model data for using NMF, NTF, and NTD