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Various Methods for Estimating Intrinsic Dimension

Installation

About

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.

Key Metrics

Version 0.1.1
R ≥ 4.2.0
Published 2023-02-10 447 days ago
Needs compilation? no
License GPL-2
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Maintainer

Maintainer

Hideitsu Hino

hideitsu.hino@gmail.com

Authors

Hideitsu Hino

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ider archive

Depends

R ≥ 4.2.0

Imports

FNN
stats
glm2