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.

Getting started

Package details

AuthorChanghee Suh [aut], Kisung You [aut, cre] (<https://orcid.org/0000-0002-8584-459X>)
MaintainerKisung You <[email protected]>
URL http://github.com/kisungyou/Rdimtools
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the Rdimtools package in your browser

Any scripts or data that you put into this service are public.

Rdimtools documentation built on May 1, 2019, 8:41 p.m.