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nda: Generalized Network-Based Dimensionality Reduction and Analysis

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>.

Version:0.2.4
Depends:R (≥ 4.00)
Imports:energy,psych, stats,igraph,Matrix, methods,Rfast,MASS,mco,ppcor,lm.beta,leidenAlg,Metrics,visNetwork
Published:2025-02-16
DOI:10.32614/CRAN.package.nda
Author:Zsolt T. Kosztyan [aut, cre], Marcell T. Kurbucz [aut], Attila I. Katona [aut], Zahid Khan [aut]
Maintainer:Zsolt T. Kosztyan <kosztyan.zsolt at gtk.uni-pannon.hu>
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
URL:https://github.com/kzst/nda
NeedsCompilation:no
Citation:nda citation info
Materials:README,NEWS
In views:NetworkAnalysis
CRAN checks:nda results

Documentation:

Reference manual:nda.html ,nda.pdf

Downloads:

Package source: nda_0.2.4.tar.gz
Windows binaries: r-devel:nda_0.2.4.zip, r-release:nda_0.2.4.zip, r-oldrel:nda_0.2.4.zip
macOS binaries: r-release (arm64):nda_0.2.4.tgz, r-oldrel (arm64):nda_0.2.4.tgz, r-release (x86_64):nda_0.2.4.tgz, r-oldrel (x86_64):nda_0.2.4.tgz
Old sources: nda archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=ndato link to this page.


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