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: 1.2.0
Depends: yaImpute
Suggests: knitr, rmarkdown, testthat
Published: 2019-06-07
DOI: 10.32614/CRAN.package.intrinsicDimension
Author: Kerstin Johnsson, Lund University
Maintainer: Kerstin Johnsson <kerstin.johnsson at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README NEWS
CRAN checks: intrinsicDimension results


Reference manual: intrinsicDimension.pdf
Vignettes: Overview of intrinsicDimension package


Package source: intrinsicDimension_1.2.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): intrinsicDimension_1.2.0.tgz, r-oldrel (arm64): intrinsicDimension_1.2.0.tgz, r-release (x86_64): intrinsicDimension_1.2.0.tgz, r-oldrel (x86_64): intrinsicDimension_1.2.0.tgz
Old sources: intrinsicDimension archive

Reverse dependencies:

Reverse imports: pipeComp


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