Tools for Tensor Analysis and Decomposition

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Documentation for package ‘rTensor’ version 1.4.8

• DESCRIPTION file.
• Package NEWS.

Help Pages

rTensor-package	Tools for tensor analysis and decomposition
as.tensor	Tensor Conversion
cp	Canonical Polyadic Decomposition
cs_fold	Column Space Folding of Matrix
cs_unfold	Tensor Column Space Unfolding
cs_unfold-method	Tensor Column Space Unfolding
cs_unfold-methods	Tensor Column Space Unfolding
dim-method	Mode Getter for Tensor
dim-methods	Mode Getter for Tensor
extract-method	Extract or Replace Subtensors
fnorm	Tensor Frobenius Norm
fnorm-method	Tensor Frobenius Norm
fnorm-methods	Tensor Frobenius Norm
fold	General Folding of Matrix
hadamard_list	List hadamard Product
head-method	Head for Tensor
head-methods	Head for Tensor
hosvd	(Truncated-)Higher-order SVD
initialize-method	Initializes a Tensor instance
initialize-methods	Initializes a Tensor instance
innerProd	Tensors Inner Product
innerProd-method	Tensors Inner Product
innerProd-methods	Tensors Inner Product
khatri_rao	Khatri-Rao Product
khatri_rao_list	List Khatri-Rao Product
kronecker_list	List Kronecker Product
k_fold	k-mode Folding of Matrix
k_unfold	Tensor k-mode Unfolding
k_unfold-method	Tensor k-mode Unfolding
k_unfold-methods	Tensor k-mode Unfolding
load_orl	ORL Database of Faces
matvec	Tensor Matvec Unfolding
matvec-method	Tensor Matvec Unfolding
matvec-methods	Tensor Matvec Unfolding
modeMean	Tensor Mean Across Single Mode
modeMean-method	Tensor Mean Across Single Mode
modeMean-methods	Tensor Mean Across Single Mode
modeSum	Tensor Sum Across Single Mode
modeSum-method	Tensor Sum Across Single Mode
modeSum-methods	Tensor Sum Across Single Mode
mpca	Multilinear Principal Components Analysis
Ops-method	Conformable elementwise operators for Tensor
Ops-methods	Conformable elementwise operators for Tensor
plot_orl	Function to plot the ORL Database of Faces
print-method	Print for Tensor
print-methods	Print for Tensor
pvd	Population Value Decomposition
rand_tensor	Tensor with Random Entries
rs_fold	Row Space Folding of Matrix
rs_unfold	Tensor Row Space Unfolding
rs_unfold-method	Tensor Row Space Unfolding
rs_unfold-methods	Tensor Row Space Unfolding
rTensor	Tools for tensor analysis and decomposition
show-method	Show for Tensor
show-methods	Show for Tensor
t-method	Tensor Transpose
t-methods	Tensor Transpose
tail-method	Tail for Tensor
tail-methods	Tail for Tensor
Tensor	S4 Class for a Tensor
Tensor-class	S4 Class for a Tensor
tperm	Mode Permutation for Tensor
tperm-method	Mode Permutation for Tensor
tperm-methods	Mode Permutation for Tensor
ttl	Tensor Times List
ttm	Tensor Times Matrix (m-Mode Product)
tucker	Tucker Decomposition
t_mult	Tensor Multiplication (T-MULT)
t_svd	Tensor Singular Value Decomposition
t_svd_reconstruct	Reconstruct Tensor From TSVD
unfold	Tensor Unfolding
unfold-method	Tensor Unfolding
unfold-methods	Tensor Unfolding
unmatvec	Unmatvec Folding of Matrix
vec	Tensor Vec
vec-method	Tensor Vec
vec-methods	Tensor Vec
[-method	Extract or Replace Subtensors
[-methods	Extract or Replace Subtensors
[<--method	Extract or Replace Subtensors