Rdimtools: Dimension Reduction and Estimation Methods

We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on dimensionality techniques, see the paper by Ma and Zhu (2013) <doi:10.1111/j.1751-5823.2012.00182.x> if you are interested in statistical approach, or Engel, Huttenberger, and Hamann (2012) <doi:10.4230/OASIcs.VLUDS.2011.135> for a broader multi-disciplinary overview.

Version: 0.4.1
Depends: R (≥ 3.0.0)
Imports: Rcpp (≥ 0.12.10), ADMM (≥ 0.2.2), graphics, stats, Rtsne, Rcsdp, Rdpack, RSpectra, CVXR (≥ 0.95), Matrix, utils, RcppDE
LinkingTo: Rcpp, RcppArmadillo
Published: 2018-11-15
Author: Changhee Suh [aut], Kisung You ORCID iD [aut, cre]
Maintainer: Kisung You <kyou at nd.edu>
BugReports: http://github.com/kisungyou/Rdimtools/issues
License: GPL-3
URL: http://github.com/kisungyou/Rdimtools
NeedsCompilation: yes
Materials: README
CRAN checks: Rdimtools results

Downloads:

Reference manual: Rdimtools.pdf
Package source: Rdimtools_0.4.1.tar.gz
Windows binaries: r-devel: Rdimtools_0.4.1.zip, r-release: Rdimtools_0.4.1.zip, r-oldrel: Rdimtools_0.4.1.zip
OS X binaries: r-release: Rdimtools_0.4.1.tgz, r-oldrel: Rdimtools_0.4.1.tgz
Old sources: Rdimtools archive

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