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.

Package details

AuthorKerstin Johnsson, Lund University
MaintainerKerstin Johnsson <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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intrinsicDimension documentation built on June 7, 2019, 5:02 p.m.