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.

Getting started

Package details

AuthorHolger Diedrich, Dr. Markus Abel (Department of Physics, University Potsdam)
MaintainerHolger Diedrich <[email protected]>
LicenseGPL-3
Version1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("lle")

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lle documentation built on May 30, 2017, 6:13 a.m.