Package: intrinsicDimension
Type: Package
Title: Intrinsic Dimension Estimation
Version: 1.2.0
Date: 2019-05-23
Author: Kerstin Johnsson, Lund University
Maintainer: Kerstin Johnsson <kerstin.johnsson@hotmail.com>
Depends: yaImpute
Description: 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.
License: MIT + file LICENSE
LazyLoad: yes
RoxygenNote: 6.0.1
Suggests: knitr, rmarkdown, testthat
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2019-06-07 10:00:08 UTC; johnsson
Repository: CRAN
Date/Publication: 2019-06-07 10:20:03 UTC
Built: R 4.6.0; ; 2026-04-25 19:44:18 UTC; unix
