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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 |
| Reference manual: | TensorTools.pdf |
| Vignettes: |
rTensor2 (source, R code) |
| Package source: | TensorTools_1.0.0.tar.gz |
| Windows binaries: | r-devel: TensorTools_1.0.0.zip, r-release: TensorTools_1.0.0.zip, r-oldrel: TensorTools_1.0.0.zip |
| macOS binaries: | r-release (arm64): TensorTools_1.0.0.tgz, r-oldrel (arm64): TensorTools_1.0.0.tgz, r-release (x86_64): TensorTools_1.0.0.tgz, r-oldrel (x86_64): TensorTools_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.