Package: nnTensor 1.3.0

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]

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nnTensor.pdf |nnTensor.html✨
nnTensor/json (API)
NEWS

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

Peer review:

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

On CRAN:

12 exports 14 stars 2.34 score 37 dependencies 4 dependents 9 scripts 751 downloads

Last updated 4 months agofrom:034d190f69. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 10 2024
R-4.5-winOKSep 10 2024
R-4.5-linuxOKSep 10 2024
R-4.4-winOKSep 10 2024
R-4.4-macOKSep 10 2024
R-4.3-winOKSep 10 2024
R-4.3-macOKSep 10 2024

Exports:GabrielNMFjNMFkFoldMaskTensorNMFNMTFNTDNTFplotTensor2DplotTensor3DrecTensorsiNMFtoyModel

Dependencies:clicolorspacedotCall64fansifarverfieldsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrmapsMASSMatrixmgcvmisc3dmunsellnlmepillarpkgconfigplot3DR6RColorBrewerRcpprlangrTensorscalesspamtagcloudtibbleutf8vctrsviridisLitewithr

Non-negative Matrix Factorization (NMF and NMTF)

Koki Tsuyuzaki, Itoshi Nikaido

Rendered fromnnTensor-1.Rmdusingknitr::rmarkdownon Sep 10 2024.

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

Simultaneous Non-negative Matrix Factorization (siNMF and jNMF)

Koki Tsuyuzaki, Itoshi Nikaido

Rendered fromnnTensor-2.Rmdusingknitr::rmarkdownon Sep 10 2024.

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

Non-negative Tensor Factorization (NTF and NTD)

Koki Tsuyuzaki, Itoshi Nikaido

Rendered fromnnTensor-3.Rmdusingknitr::rmarkdownon Sep 10 2024.

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

Cross-validation by mask matrix/tensor (kFoldMaskTensor)

Koki Tsuyuzaki, Itoshi Nikaido

Rendered fromnnTensor-4.Rmdusingknitr::rmarkdownon Sep 10 2024.

Last update: 2023-06-22
Started: 2023-06-22