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: 0.1.1
Depends: R (≥ 4.2.0)
Imports: FNN, stats, glm2
Published: 2023-02-10
DOI: NA
Author: Hideitsu Hino
Maintainer: Hideitsu Hino <hideitsu.hino at gmail.com>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
CRAN checks: ider results

Documentation:

Reference manual: ider.pdf

Downloads:

Package source: ider_0.1.1.tar.gz
Windows binaries: r-devel: ider_0.1.1.zip, r-release: ider_0.1.1.zip, r-oldrel: ider_0.1.1.zip
macOS binaries: r-release (arm64): ider_0.1.1.tgz, r-oldrel (arm64): ider_0.1.1.tgz, r-release (x86_64): ider_0.1.1.tgz, r-oldrel (x86_64): ider_0.1.1.tgz
Old sources: ider archive

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