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) .


Network-based dimensionality reduction and analysis.

This package provides Network-based dimensionality reduction and analysis.

  • Network-based dimensionality reduction and analysis.

  • Dimensional reduction.

  • Plot and biplot functions

  • Data generation

Author

  • Zsolt T. Kosztyan
  • Marcell T. Kurbucz
  • Attila I. Katona
  • Zahid Khan

Contributor

  • Zsolt T. Kosztyan

Maintainer

  • Zsolt T. Kosztyan

Installation

To install the package type the following:

library(devtools)
install_github("kzst/nda")
library(nda)

Reference manual

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install.packages("nda")

0.2.5 by Zsolt T. Kosztyan, 7 months ago


https://github.com/kzst/nda


Browse source code at https://github.com/cran/nda


Authors: Zsolt T. Kosztyan [aut, cre] , Marcell T. Kurbucz [aut] , Attila I. Katona [aut] , Zahid Khan [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports energy, psych, stats, igraph, Matrix, methods, Rfast, MASS, mco, ppcor, lm.beta, leidenAlg, Metrics, visNetwork


See at CRAN