intrinsicDimension: Intrinsic Dimension Estimation

A variety of methods for estimating intrinsic dimension of data sets (i.e the manifold or Hausdorff dimension of the support of the distribution that generated the data) as reviewed in Johnsson, K. (2016, ISBN:978-91-7623-921-6) and Johnsson, K., Soneson, C. and Fontes, M. (2015) <doi:10.1109/TPAMI.2014.2343220>. Furthermore, to evaluate the performance of these estimators, functions for generating data sets with given intrinsic dimensions are provided.

Version: 1.1.0
Depends: yaImpute
Suggests: knitr, rmarkdown
Published: 2017-11-26
Author: Kerstin Johnsson, Lund University
Maintainer: Kerstin Johnsson <kerstin.johnsson at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: intrinsicDimension results


Reference manual: intrinsicDimension.pdf
Vignettes: Overview of intrinsicDimension package
Package source: intrinsicDimension_1.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X binaries: r-release: intrinsicDimension_1.1.0.tgz, r-oldrel: intrinsicDimension_1.1.0.tgz


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