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onlinePCA

Online Principal Component Analysis

v1.3.2 · Nov 14, 2023 · GPL-3

Description

Online PCA for multivariate and functional data using perturbation methods, low-rank incremental methods, and stochastic optimization methods.

Downloads

CRAN

298

Last 30 days

15706th

696

Last 90 days

2.6K

Last year

Trend: +81.7% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

114

Last 90 days

404

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

4

Last 7 days

6

Last 30 days

1

All-time

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

conda-forge CRAN

59

Last 30 days

188

Last 90 days

1.5K

Last year

Trend: -35.2% (30d vs prior 30d)

CRAN Check Status

2 NOTE
11 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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 details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/onlinePCA.Rcheck/00install.out' for details.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘David Degras <ddegrasv@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "David",
                      family = "Degras",
                      role = c("aut", "cre"),
                      email = "ddegrasv@gmail.com"),
               person(given = "Herve",
                      family = "Cardot",
                      role = "ctb"))
as necessary.

Code intelligence has not been computed for this package yet.

Code

Structure

Lines of code

1,933

Files

45

Compiled share

9.8%

Has compiled src

Yes

Language breakdown

R 636 (32.9%)C/C++/src 189 (9.8%)Docs 1,108 (57.3%)

API

Exported functions

17

Internal functions

4

Recent export changes

v1.3+2 bsoipca, incRpca.block
v1.2+4 ccipca, ghapca, impute +1 more

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

100%

\dontrun example ratio

11.8%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

25%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.0.2

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

6

First release

2014-12-10

Latest release

2023-11-15

Avg cadence

216 days

Cold removal rate

Dep drift

3

LOC over versions

v1.0: 1,422 LOCv1.0-1: 1,436 LOCv1.2: 1,912 LOCv1.3: 2,049 LOCv1.3.1: 2,049 LOCv1.3.2: 1,933 LOC

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

Dependency Network

Dependencies Reverse dependencies RSpectra Rcpp onlinePCA

Version History

7 tracked
new 1.3.2 Mar 10, 2026
updated 1.3.2 ← 1.3.1 diff Nov 14, 2023
updated 1.3.1 ← 1.3 diff Sep 21, 2016
updated 1.3 ← 1.2 diff Oct 28, 2015
updated 1.2 ← 1.0-1 diff Aug 11, 2015
updated 1.0-1 ← 1.0 diff Jan 20, 2015
new 1.0 Dec 25, 2014