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Rdimtools: Dimension Reduction and Estimation Methods (original) (raw)

We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on the package, see the paper by You and Shung (2022) <doi:10.1016/j.simpa.2022.100414>.

Version: 1.1.2
Depends: R (≥ 3.0.0)
Imports: ADMM, CVXR (≥ 1.0), MASS, RANN, Rcpp (≥ 0.12.15), RcppDE, Rdpack, RSpectra, graphics, maotai (≥ 0.2.4), mclustcomp, stats, utils
LinkingTo: Rcpp, RcppArmadillo, RcppDist, maotai
Suggests: knitr, rmarkdown
Published: 2022-12-15
DOI: 10.32614/CRAN.package.Rdimtools
Author: Kisung You ORCID iD [aut, cre], Changhee Suh [ctb], Dennis Shung [ctb]
Maintainer: Kisung You
BugReports: https://github.com/kisungyou/Rdimtools/issues
License: MIT + file
URL: https://www.kisungyou.com/Rdimtools/
NeedsCompilation: yes
Citation: Rdimtools citation info
Materials: README NEWS
CRAN checks: Rdimtools results

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