greed
Clustering and Model Selection with the Integrated Classification Likelihood
Description
An ensemble of algorithms that enable the clustering of networks and data matrices (such as counts, categorical or continuous) with different type of generative models. Model selection and clustering is performed in combination by optimizing the Integrated Classification Likelihood (which is equivalent to minimizing the description length). Several models are available such as: Stochastic Block Model, degree corrected Stochastic Block Model, Mixtures of Multinomial, Latent Block Model. The optimization is performed thanks to a combination of greedy local search and a genetic algorithm (see <arXiv:2002:11577> for more details).
Downloads
633
Last 30 days
5485th
1.8K
Last 90 days
6.7K
Last year
Trend: +13% (30d vs prior 30d)
24
Last 30 days
128
Last 90 days
416
Last year
Trend: -42.9% (30d vs prior 30d)
4
Last 7 days
18
Last 30 days
1
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 19.1Mb
sub-directories of 1Mb or more:
libs 16.7Mb
installed package size
installed size is 19.0Mb
sub-directories of 1Mb or more:
libs 16.7Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/greed.Rcheck/00install.out' for details.
installed package size
installed size is 19.1Mb
sub-directories of 1Mb or more:
libs 16.7Mb
installed package size
installed size is 19.0Mb
sub-directories of 1Mb or more:
libs 16.7Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 19.1Mb
sub-directories of 1Mb or more:
libs 16.7Mb
installed package size
installed size is 19.0Mb
sub-directories of 1Mb or more:
libs 16.7Mb
Code & tests
Open call graph →Line coverage
–
Expression
–
Tests / Examples
–
Functions
372 39 exported
Complexity
2.1 avg / 13 max
Call network
372 nodes / 235 edges
Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.
Lowest coverage
Per-function coverage is not measured for this package yet.
Code
Structure
Lines of code
16,170
Files
206
Compiled share
38%
Has compiled src
Yes
Language breakdown
API
Exported functions
44
Internal functions
72
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
0.16
testthat edition
–
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
94.3%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
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
3.5.0
System requirements
–
C++ standard
–
License
GPL
License flags
not SPDX, not OSI
History
Versions
5
First release
2021-04-21
Latest release
2025-08-29
Avg cadence
256 days
Cold removal rate
100%
Dep drift
8
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.