Package: ttTensor 1.0.2
Koki Tsuyuzaki
ttTensor: Tensor-Train Decomposition
Tensor-train is a compact representation for higher-order tensors. Some algorithms for performing tensor-train decomposition are available such as TT-SVD, TT-WOPT, and TT-Cross. For the details of the algorithms, see I. V. Oseledets (2011) <doi:10.1137/090752286>, Yuan Longao, et al (2017) <doi:10.48550/arXiv.1709.02641>, I. V. Oseledets (2010) <doi:10.1016/j.laa.2009.07.024>.
Authors:
ttTensor_1.0.2.tar.gz
ttTensor_1.0.2.zip(r-4.7)ttTensor_1.0.2.zip(r-4.6)ttTensor_1.0.2.zip(r-4.5)
ttTensor_1.0.2.tgz(r-4.6-any)ttTensor_1.0.2.tgz(r-4.5-any)
ttTensor_1.0.2.tar.gz(r-4.7-any)ttTensor_1.0.2.tar.gz(r-4.6-any)
ttTensor_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ttTensor/json (API)
NEWS
| # Install 'ttTensor' in R: |
| install.packages('ttTensor', repos = c('https://rikenbit.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rikenbit/tttensor/issues
Last updated from:641368ddc6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 123 | ||
| source / vignettes | OK | 165 | ||
| linux-release-x86_64 | OK | 174 | ||
| macos-release-arm64 | OK | 120 | ||
| macos-oldrel-arm64 | OK | 98 | ||
| windows-devel | OK | 127 | ||
| windows-release | OK | 90 | ||
| windows-oldrel | OK | 78 | ||
| wasm-release | OK | 93 |
Exports:as_sptensordtensormaxvolskeleton.decompTTCrossTTSVDTTWOPTunfold
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Tensor-Train Decomposition | ttTensor-package ttTensor |
| Convert to Simple Sparse Tensor | as_sptensor |
| Dense Tensor Creation | dtensor |
| maxvol algorithm | maxvol |
| Skeleton Decomposition | skeleton.decomp |
| Tensor-Train Decomposition by TRCross | TTCross |
| Tensor-Train Decomposition by TTSVD | TTSVD |
| Tensor-Train Decomposition by Tensor-train Weighted OPTimization | TTWOPT |
| Unfold a Tensor | unfold |
