meanShiftR

0.56

A Computationally Efficient Mean Shift Implementation

3packages depend

9.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Jonathan LisicFirst published 2016-08-315 releasesCRAN page ↗GitHub ↗

Performs mean shift classification using linear and k-d tree based nearest neighbor implementations for the Gaussian, Epanechnikov, and biweight product kernels.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("jlisic/meanShiftR")

Development version from jlisic/meanShiftR. Installs pak first if it is not already available.

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-meanshiftr

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

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-meanShiftR

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# 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-meanShiftR

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

Health

CRAN checks

13OK

Slowest check: 55 s · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 85%
Return-value docs: 100%
References docs: 50%

Downloads

9.6K

CRAN downloads in the past year

Rank #3,003 · ~26/day · ~796/mo

Releases R versions

Daily download trend is not available in this view yet.

1.4K30 days

5K90 days

9.6K1 year

Compare downloads with other packages →

Also on433 r2u19 autocran

Repository

GitHub ↗ jlisic/meanshiftr

4Stars

2Forks

2Open issues

0Open PRs

0Releases

42Commits

5Contributors

42 commits · Last activity 2021-09-06

Stars over time

2022-02-15 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/jlisic/meanshiftr on 2026-07-19.

Continuous integration (1)

Travis CI

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1.0

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

ROBOSRMSMOTE fdm2id tidyclust

Code & Tests

Code Composition

C 1,965 (84%)R 254 (11%)Rd 129 (5%)

Code characteristics

Cyclomatic complexity: 4.5 median / 7 max

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

26 2 exported

Complexity

4.8 avg / 7 max

Call network

26 nodes / 28 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (1)

Maintainer (1)

Jonathan Lisic

Author, Maintainer

Authors (1)

Jonathan Lisic

Author, Maintainer

Package Timeline

5 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
0.56Latest
2021-09-21 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.53
2018-12-03 · diff ↗
0.52
2018-06-25 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.51
2017-09-05 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.50
2016-08-31
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-08-31
Total releases: 5 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.1.0
Download size: 16 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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