ider: Various Methods for Estimating Intrinsic Dimension

An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or distance matrix. Most methods implemented are based on different notion of fractal dimension such as the capacity dimension, the box-counting dimension, and the information dimension.

Version: 0.1.0
Depends: R (≥ 3.2.1)
Imports: FNN, stats
Published: 2017-04-24
Author: Hideitsu Hino
Maintainer: Hideitsu Hino <hideitsu.hino at gmail.com>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
CRAN checks: ider results

Downloads:

Reference manual: ider.pdf
Package source: ider_0.1.0.tar.gz
Windows binaries: r-devel: ider_0.1.0.zip, r-release: ider_0.1.0.zip, r-oldrel: ider_0.1.0.zip
OS X binaries: r-release: ider_0.1.0.tgz, r-oldrel: ider_0.1.0.tgz

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