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mbkmeans

Bioc current

Mini-batch K-means Clustering for Single-Cell RNA-seq

v1.28.0 · software · MIT + file LICENSE

Release Lineage

Entered 3.9 · May 3, 2019

Current · Requires R 4.6

1.0 In 15 of 49 releases 3.23

Description

Implements the mini-batch k-means algorithm for large datasets, including support for on-disk data representation.

Test coverage

Line coverage

Expression

Tests / Examples

Functions

20 6 exported

Complexity

1.1 avg / 2 max

Call network

20 nodes / 14 edges

Test coverage is not measured for Bioconductor packages; nodes fall back to a neutral fill.

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Lowest coverage

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

Code

Structure

Lines of code

2,181

Files

37

Compiled share

34.4%

Has compiled src

Yes

Language breakdown

R 433 (19.9%)C/C++/src 750 (34.4%)Tests 240 (11%)Docs 413 (18.9%)Vignettes 345 (15.8%)

API

Exported functions

6

Internal functions

2

Recent export changes

v3.9+4 blocksize, compute_wcss, mini_batch +1 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.55

testthat edition

CI present

Yes

CI type

["github-actions"]

PR gated

Yes

Docs

Roxygen coverage

100%

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.6

System requirements

1

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

15

First release

2019-05-02

Latest release

2026-04-28

Avg cadence

182 days

Cold removal rate

100%

Dep drift

4

LOC over versions

v3.9: 1,784 LOCv3.10: 1,784 LOCv3.11: 1,958 LOCv3.12: 2,319 LOCv3.13: 2,181 LOCv3.14: 2,181 LOCv3.15: 2,181 LOCv3.16: 2,181 LOCv3.17: 2,181 LOCv3.18: 2,181 LOCv3.19: 2,181 LOCv3.20: 2,181 LOCv3.21: 2,181 LOCv3.22: 2,181 LOCv3.23: 2,181 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/bioc-code-metrics.

Documentation

Documentation
READMEYes · 82 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo
Examples that run
100%
Documented parameters
100%
Return-value docs
83%
References docs
25%

Topics

Depended on by (5)

People

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