Package: symTensor 0.1.0
Koki Tsuyuzaki
symTensor: Symmetric Matrix and Tensor Decomposition
Provides symmetric matrix and tensor operations and decomposition algorithms including symmetric NMF (symNMF), PageRank, Label Propagation, Higher-order Power Method, and TOPHITS. Designed to work with 'rTensor' objects. Methods are described in Kuang et al. (2012) <doi:10.1137/1.9781611972825.10>, Kolda and Mayo (2011) <doi:10.1137/100801482>, and Kolda and Bader (2006) <doi:10.1137/1.9781611972764.26>.
Authors:
symTensor_0.1.0.tar.gz
symTensor_0.1.0.tar.gz(r-4.7-any)symTensor_0.1.0.tar.gz(r-4.6-any)
symTensor_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
symTensor/json (API)
| # Install 'symTensor' in R: |
| install.packages('symTensor', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:a0a8cb0e69. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 108 | ||
| source / vignettes | OK | 179 | ||
| linux-release-x86_64 | OK | 139 | ||
| wasm-release | OK | 94 |
Exports:HigherOrderPowerisSymmetricTensorLabelPropagationPageRankSymmetrizesymNMFTOPHITS
Dependencies:rTensor
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Higher-order Power Method for Symmetric Tensor Decomposition | HigherOrderPower |
| Check if a matrix or tensor is symmetric | isSymmetricTensor |
| Label Propagation via PageRank | LabelPropagation |
| (Personalized) PageRank | PageRank |
| Symmetrize a matrix or tensor | Symmetrize |
| Symmetric Non-negative Matrix Factorization (symNMF) | symNMF |
| TOPHITS: Tensor HITS Algorithm | TOPHITS |
