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tensorFun (version 0.1.1)

Basic Functions to Handle Tensor Data in Array Class

Description

Basic functions to handle higher-order tensor data. See Kolda and Bader (2009) for details on tensor. While existing packages on tensor data extend the base 'array' class to some S4 classes, this package serves as an alternative resort to handle tensor only as 'array' class. Some functionalities related to missingness and rearrangement, discussed in Bai and Ng (2021) , are also supported.

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Version

Install

install.packages('tensorFun')

Monthly Downloads

12

Version

0.1.1

License

GPL-3

Maintainer

Zetai Cen

Last Published

November 1st, 2022

Functions in tensorFun (0.1.1)

All_inv

Inverse rearrangement algorithm on all modes
ttm

Mode k product with matrix
Mcut

Matrix cutting
All_rearrange

Rearrangement algorithm on all modes
rearrange_inv

Inverse rearrangement algorithm on mode k
H_trans

Mode-k Block-a Block-b transformation matrix
rearrange

Rearrangement algorithm on mode k
refold

Tensor refolding
obs_ind

Largest index observed
unfold

Tensor unfolding