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nnTensor  

Non-Negative Tensor Decomposition
View on CRAN: Click here


Download and install nnTensor package within the R console
Install from CRAN:
install.packages("nnTensor")

Install from Github:
library("remotes")
install_github("cran/nnTensor")

Install by package version:
library("remotes")
install_version("nnTensor", "1.3.0")



Attach the package and use:
library("nnTensor")
Maintained by
Koki Tsuyuzaki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-04
Latest Update: 2024-05-13
Description:
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 , for details of the methods.
How to cite:
Koki Tsuyuzaki (2018). nnTensor: Non-Negative Tensor Decomposition. R package version 1.3.0, https://cran.r-project.org/web/packages/nnTensor. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.99.1 (2018-06-04 10:48), 0.99.4 (2018-09-16 19:40), 0.99.5 (2019-07-28 09:20), 1.0.0 (2019-07-30 23:50), 1.0.1 (2019-08-06 13:30), 1.0.2 (2019-10-25 06:50), 1.0.4 (2020-04-20 08:30), 1.0.5 (2020-06-04 13:50), 1.0.7 (2021-05-18 11:40), 1.1.0 (2021-06-24 11:20), 1.1.2 (2021-07-06 14:50), 1.1.4 (2021-08-17 07:30), 1.1.5 (2021-09-03 06:50), 1.1.6 (2022-05-02 09:10), 1.1.7 (2022-06-17 09:10), 1.1.8 (2022-07-14 11:20), 1.1.10 (2022-11-15 23:40), 1.1.12 (2023-02-15 15:40), 1.1.13 (2023-03-17 11:00), 1.2.0 (2023-06-22 15:22), 1.3.0 (2024-05-13 16:03)
Other packages that cited nnTensor R package
View nnTensor citation profile
Other R packages that nnTensor depends, imports, suggests or enhances
Complete documentation for nnTensor
Functions, R codes and Examples using the nnTensor R package
Some associated functions: GabrielNMF . NMF . NMTF . NTD . NTF . jNMF . kFoldMaskTensor . nnTensor-package . plot.NMF . plotTensor2D . plotTensor3D . recTensor . siNMF . toyModel . 
Some associated R codes: GabrielNMF.R . NMF.R . NMTF.R . NTD.R . NTF.R . jNMF.R . kFoldMaskTensor.R . nnTensor-internal.R . plotTensor2D.R . plotTensor3D.R . recTensor.R . siNMF.R . toyModel.R .  Full nnTensor package functions and examples
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