intrinsicDimension

1.2.0

Intrinsic Dimension Estimation

0packages depend

9Kdownloads / year

0.0%test coverage

11/13checks pass

Overview

About

Maintained by Kerstin JohnssonFirst published 2017-11-262 releasesCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)openSUSE (OBS)

install.packages("intrinsicDimension", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-intrinsicdimension

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-intrinsicDimension

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 1.7 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.04

0.0%

Coverage · measured lines

94%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 927 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 95%
References docs: 55%

Downloads

CRAN downloads in the past year

Rank #4,650 · ~25/day · ~749/mo

Releases R versions

Daily download trend is not available in this view yet.

65630 days

2K90 days

9K1 year

Compare downloads with other packages →

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Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (1)

yaImpute

Imports (0)

none

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (2)

Kerstin Johnsson

no longer listed · 1.1.0 to 1.2.0

Lund University

no longer listed · 1.1.0 to 1.2.0

Package Timeline

2 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
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R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
1.2.0Latest
2019-06-07 · current release · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
1.1.0
2017-11-26
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-11-26
Total releases: 2 / 9 yrs
License: MIT + file LICENSE OSI
Download size: 79 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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