TensorTools: Multilinear Algebra (original) (raw)
A set of tools for basic tensor operators. A tensor in the context of data analysis in a multidimensional array. The tools in this package rely on using any discrete transformation (e.g. Fast Fourier Transform (FFT)). Standard tools included are the Eigenvalue decomposition of a tensor, the QR decomposition and LU decomposition. Other functionality includes the inverse of a tensor and the transpose of a symmetric tensor. Functionality in the package is outlined in Kernfeld, E., Kilmer, M., and Aeron, S. (2015) <doi:10.1016/j.laa.2015.07.021>.
| Version: | 1.0.0 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | methods, raster, png, wavethresh, gsignal, Matrix, matrixcalc |
| Suggests: | knitr, rmarkdown |
| Published: | 2024-10-17 |
| DOI: | 10.32614/CRAN.package.TensorTools |
| Author: | Kyle Caudle [aut, cre], Randy Hoover [ctb], Jackson Cates [ctb], Evertt Sandbo [ctb] |
| Maintainer: | Kyle Caudle <kyle.caudle at sdsmt.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | TensorTools results |
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