lle: Locally linear embedding

LLE is a non-linear algorithm for mapping high-dimensional data into a lower dimensional (intrinsic) space. This package provides the main functions to performs the LLE alogrithm including some enhancements like subset selection, calculation of the intrinsic dimension etc.

Version: 1.1
Depends: scatterplot3d, MASS, snowfall
Suggests: rgl
Published: 2012-03-21
Author: Holger Diedrich, Dr. Markus Abel (Department of Physics, University Potsdam)
Maintainer: Holger Diedrich <holgerdiedrich at gmx.net>
License: GPL-3
NeedsCompilation: no
CRAN checks: lle results

Downloads:

Reference manual: lle.pdf
Package source: lle_1.1.tar.gz
Windows binaries: r-devel: lle_1.1.zip, r-release: lle_1.1.zip, r-oldrel: lle_1.1.zip
OS X Snow Leopard binaries: r-release: lle_1.1.tgz, r-oldrel: lle_1.1.tgz
OS X Mavericks binaries: r-release: lle_1.1.tgz
Old sources: lle archive