CRAN/E | Rdimtools

Rdimtools

Dimension Reduction and Estimation Methods

Installation

About

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.

Citation Rdimtools citation info
www.kisungyou.com/Rdimtools/
Bug report File report

Key Metrics

Version 1.1.2
R ≥ 3.0.0
Published 2022-12-15 491 days ago
Needs compilation? yes
License MIT
License File
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Maintainer

Maintainer

Kisung You

kisungyou@outlook.com

Authors

Kisung You

aut / cre

Changhee Suh

ctb

Dennis Shung

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Quick Start with Rdimtools Package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

Rdimtools archive

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

Suggests

knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo
RcppDist
maotai

Reverse Imports

Riemann
spinifex
T4cluster