nda

0.2.5

Generalized Network-Based Dimensionality Reduction and Analysis

0packages depend

4.3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Zsolt T. KosztyanFirst published 2022-10-148 releasesCRAN page ↗GitHub ↗

Non-parametric dimensionality reduction function. Reduction with and without feature selection. Plot functions. Automated feature selections. Kosztyan et. al. (2024) <doi:10.1016/j.eswa.2023.121779>.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("nda")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

pak::pak("kzst/nda")

Development version from kzst/nda. Requires the pak package.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-nda

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-nda

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-nda

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

Yes

README

Dependencies · direct

Check history

OK2026-06-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

4.3K

CRAN downloads in the past year

Rank #6,139 · ~12/day · ~357/mo

nda Releases R versions

Daily download trend is not available in this view yet.

58930 days

1.7K90 days

4.3K1 year

Compare downloads with other packages →

Also on116 r2u18 autocran

Source & community

GitHub ↗

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.00

Imports (14)

energy psychstatsigraphMatrixmethodsRfastMASSmco ppcor lm.beta leidenAlg Metrics visNetwork

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition

R 4,987 (77%)Rd 1,513 (23%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

41 20 exported

Complexity

18.4 avg / 110 max

Call network

41 nodes / 20 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (4)

Maintainer (1)

Zsolt T. Kosztyan

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Release timeline

8 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.2.5Latest
2026-03-13 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.4
2025-02-16 · diff ↗
0.1.15
2024-10-14 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.13
2023-09-27 · diff ↗
0.1.12
2023-08-19 · diff ↗
0.1.11
2023-06-18 · diff ↗
0.1.10
2023-06-17 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.6
2022-10-14
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-10-14
Total releases: 8 / 4 yrs
License: GPL (>= 2) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet