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multiway

Component Models for Multi-Way Data

v1.0-7 · Apr 15, 2025 · GPL (>= 2)

Description

Fits multi-way component models via alternating least squares algorithms with optional constraints. Fit models include N-way Canonical Polyadic Decomposition, Individual Differences Scaling, Multiway Covariates Regression, Parallel Factor Analysis (1 and 2), Simultaneous Component Analysis, and Tucker Factor Analysis.

Downloads

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r2u CRAN

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autoCRAN

2

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14

Last 30 days

1

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

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90

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Last 90 days

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Trend: -25.6% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
WARNING r-devel-linux-x86_64-debian-gcc

Rd files

cannot open the connection
cannot open the connection
problems found in ‘fnnls.Rd’, ‘multiway-package.Rd’
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

11,379

Files

106

Compiled share

0%

Has compiled src

No

Language breakdown

R 8,141 (71.5%)Docs 3,238 (28.5%)

API

Exported functions

2

Internal functions

0

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

\dontrun example ratio

0%

Roxygen coverage

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL (>= 2)

License flags

SPDX valid, OSI approved

History

Versions

8

First release

2015-04-15

Latest release

2025-04-15

Avg cadence

209 days

Cold removal rate

Dep drift

3

LOC over versions

v1.0-0: 3,405 LOCv1.0-1: 4,732 LOCv1.0-2: 5,317 LOCv1.0-3: 7,369 LOCv1.0-4: 9,896 LOCv1.0-5: 10,676 LOCv1.0-6: 11,385 LOCv1.0-7: 11,379 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (9)

depends

Dependency Network

Dependencies Reverse dependencies CMLS cpfa CICA CMTFtoolbox albatross lpda parafac4microbiome staRdom ChemoSpec2D ChemoSpecUtils multiway

Version History

9 tracked
new 1.0-7 Mar 10, 2026
updated 1.0-7 ← 1.0-6 diff Apr 14, 2025
updated 1.0-6 ← 1.0-5 diff Mar 12, 2019
updated 1.0-5 ← 1.0-4 diff Jun 9, 2018
updated 1.0-4 ← 1.0-3 diff Nov 12, 2017
updated 1.0-3 ← 1.0-2 diff May 18, 2017
updated 1.0-2 ← 1.0-1 diff Feb 19, 2016
updated 1.0-1 ← 1.0-0 diff Aug 25, 2015
new 1.0-0 Apr 14, 2015