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Package: tensorEVD 0.1.5
Marco Lopez-Cruz
tensorEVD: A Fast Algorithm to Factorize High-Dimensional Tensor Product Matrices
Here we provide tools for the computation and factorization of high-dimensional tensor products that are formed by smaller matrices. The methods are based on properties of Kronecker products (Searle 1982, p. 265, ISBN-10: 0470009616). We evaluated this methodology by benchmark testing and illustrated its use in Gaussian Linear Models ('Lopez-Cruz et al., 2024') <doi:10.1093/g3journal/jkae001>.
Authors:
tensorEVD_0.1.5.tar.gz
tensorEVD_0.1.5.zip(r-4.7)tensorEVD_0.1.5.zip(r-4.6)tensorEVD_0.1.5.zip(r-4.5)
tensorEVD_0.1.5.tgz(r-4.6-x86_64)tensorEVD_0.1.5.tgz(r-4.6-arm64)tensorEVD_0.1.5.tgz(r-4.5-x86_64)tensorEVD_0.1.5.tgz(r-4.5-arm64)
tensorEVD_0.1.5.tar.gz(r-4.7-arm64)tensorEVD_0.1.5.tar.gz(r-4.7-x86_64)tensorEVD_0.1.5.tar.gz(r-4.6-arm64)tensorEVD_0.1.5.tar.gz(r-4.6-x86_64)
tensorEVD_0.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tensorEVD/json (API)
| # Install 'tensorEVD' in R: |
| install.packages('tensorEVD', repos = c('https://marcoolopez.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/marcoolopez/tensorevd/issues
Last updated from:3e3a120b72. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 139 | ||
| linux-devel-x86_64 | OK | 122 | ||
| source / vignettes | OK | 153 | ||
| linux-release-arm64 | OK | 137 | ||
| linux-release-x86_64 | OK | 114 | ||
| macos-release-arm64 | OK | 148 | ||
| macos-release-x86_64 | OK | 187 | ||
| macos-oldrel-arm64 | OK | 184 | ||
| macos-oldrel-x86_64 | OK | 263 | ||
| windows-devel | OK | 78 | ||
| windows-release | OK | 94 | ||
| windows-oldrel | OK | 98 | ||
| wasm-release | OK | 117 |
Exports:HadamardHadamard_covKroneckerKronecker_covSumtensorEVD
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Hadamard product | Hadamard |
| Kronecker product | Kronecker |
| Multivariate variance matrix penalization | Hadamard_cov Kronecker_cov |
| Tensor EVD | tensorEVD |
| Weighted sum | Sum |