Package: nnTensor 1.4.0

Koki Tsuyuzaki

nnTensor: Non-Negative Tensor Decomposition

Some functions for performing non-negative matrix factorization, non-negative CANDECOMP/PARAFAC (CP) decomposition, non-negative Tucker decomposition, and generating toy model data. See Andrzej Cichock et al (2009) and the reference section of GitHub README.md <https://github.com/rikenbit/nnTensor>, for details of the methods.

Authors:Koki Tsuyuzaki [aut, cre], Itoshi Nikaido [aut]

nnTensor_1.4.0.tar.gz
nnTensor_1.4.0.zip(r-4.7)nnTensor_1.4.0.zip(r-4.6)nnTensor_1.4.0.zip(r-4.5)
nnTensor_1.4.0.tgz(r-4.6-any)nnTensor_1.4.0.tgz(r-4.5-any)
nnTensor_1.4.0.tar.gz(r-4.7-any)nnTensor_1.4.0.tar.gz(r-4.6-any)
nnTensor_1.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
nnTensor/json (API)

# Install 'nnTensor' in R:
install.packages('nnTensor', repos = c('https://rikenbit.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rikenbit/nntensor/issues

On CRAN:

Conda:

7.00 score 21 stars 4 packages 8 scripts 733 downloads 14 exports 33 dependencies

Last updated from:296d46be10. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK314
source / vignettesOK406
linux-release-x86_64OK303
macos-release-arm64OK205
macos-oldrel-arm64OK228
windows-develOK293
windows-releaseOK337
windows-oldrelOK280
wasm-releaseOK118

Exports:GabrielNMFjNMFkFoldMaskTensorNMFNMTFNTDNTFplotTensor2DplotTensor3DPSDTFrecTensorsiNMFtoyModelZITNMF

Dependencies:clicpp11dotCall64farverfieldsggplot2gluegtableisobandlabelinglatticelifecyclemapsMASSMatrixmisc3dplot3DR6RANNRColorBrewerRcppRcppEigenrlangRSpectrarTensorS7scalesspamtagcloudvctrsVicusviridisLitewithr

Cross-validation by mask matrix/tensor (kFoldMaskTensor)
Introduction | NMF | NMTF | siNMF | jNMF | NTF | NTD | Session Information | References
Rendered fromnnTensor-4.Rmdusingknitr::rmarkdown

Last update: 2026-05-08
Started: 2023-06-22

Non-negative Matrix Factorization (NMF and NMTF)
Introduction | NMF | Basic Usage | Rank Estimation of NMF | NMTF | Session Information | References
Rendered fromnnTensor-1.Rmdusingknitr::rmarkdown

Last update: 2023-03-17
Started: 2023-02-15

Simultaneous Non-negative Matrix Factorization (siNMF and jNMF)
Introduction | siNMF | jNMF | Session Information | References
Rendered fromnnTensor-2.Rmdusingknitr::rmarkdown

Last update: 2023-03-17
Started: 2023-02-15

Non-negative Tensor Factorization (NTF and NTD)
Introduction | NTF | NTD | NTD-2 | NTD-1 | Higher-order tensor decomposition | Session Information | References
Rendered fromnnTensor-3.Rmdusingknitr::rmarkdown

Last update: 2023-03-17
Started: 2023-02-15