intrinsicDimension (1.2.0)

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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) . Furthermore, to evaluate the performance of these estimators, functions for generating data sets with given intrinsic dimensions are provided.

Maintainer: Kerstin Johnsson
Author(s): Kerstin Johnsson, Lund University

License: MIT + file LICENSE

Uses: yaImpute, testthat, knitr, rmarkdown

Released 3 months ago.

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