Package: dcTensor 1.3.0

Koki Tsuyuzaki

dcTensor: Discrete Matrix/Tensor Decomposition

Semi-Binary and Semi-Ternary Matrix Decomposition are performed based on Non-negative Matrix Factorization (NMF) and Singular Value Decomposition (SVD). For the details of the methods, see the reference section of GitHub README.md <https://github.com/rikenbit/dcTensor>.

Authors:Koki Tsuyuzaki [aut, cre]

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

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

Peer review:

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

On CRAN:

5.08 score 3 stars 267 downloads 9 exports 38 dependencies

Last updated 7 months agofrom:72a6c80656. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winNOTENov 10 2024
R-4.5-linuxNOTENov 10 2024
R-4.4-winOKNov 10 2024
R-4.4-macOKNov 10 2024
R-4.3-winOKNov 10 2024
R-4.3-macOKNov 10 2024

Exports:djNMFdNMFdNMTFdNTDdNTFdPLSdsiNMFdSVDtoyModel

Dependencies:clicolorspacedotCall64fansifarverfieldsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrmapsMASSMatrixmgcvmisc3dmunsellnlmennTensorpillarpkgconfigplot3DR6RColorBrewerRcpprlangrTensorscalesspamtagcloudtibbleutf8vctrsviridisLitewithr

Discretized Non-negative Matrix Factorization (dNMF)

Koki Tsuyuzaki

Rendered fromdcTensor-1.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2023-06-23
Started: 2023-03-07

Discretized Non-negative Tri-Matrix Factorization (dNMTF)

Koki Tsuyuzaki

Rendered fromdcTensor-2.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-11
Started: 2023-03-07

Discretized Singular Value Decomposition (dSVD)

Koki Tsuyuzaki

Rendered fromdcTensor-3.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-12
Started: 2023-03-07

Discretized Simultaneous Non-negative Matrix Factrozation (dsiNMF)

Koki Tsuyuzaki

Rendered fromdcTensor-4.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-12
Started: 2023-03-07

Discretized Joint Non-negative Matrix Factrozation (djNMF)

Koki Tsuyuzaki

Rendered fromdcTensor-5.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-12
Started: 2023-03-07

Discretized Partial Least Squares (dPLS)

Koki Tsuyuzaki

Rendered fromdcTensor-6.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-12
Started: 2023-03-07

Discretized Non-negative Tensor Factorization (dNTF)

Koki Tsuyuzaki

Rendered fromdcTensor-7.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-12
Started: 2023-03-07

Discretized Non-negative Tucker Decomposition (dNTD)

Koki Tsuyuzaki

Rendered fromdcTensor-8.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-05-12
Started: 2024-05-11