Other packages > Find by keyword >

greed  

Clustering and Model Selection with the Integrated Classification Likelihood
View on CRAN: Click here


Download and install greed package within the R console
Install from CRAN:
install.packages("greed")

Install from Github:
library("remotes")
install_github("cran/greed")

Install by package version:
library("remotes")
install_version("greed", "0.6.2")



Attach the package and use:
library("greed")
Maintained by
Etienne Côme
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-21
Latest Update: 2025-09-01
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 for more details).
How to cite:
Etienne Côme (2021). greed: Clustering and Model Selection with the Integrated Classification Likelihood. R package version 0.6.2, https://cran.r-project.org/web/packages/greed. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.5.0 (2021-04-21 09:40), 0.5.1 (2021-05-10 08:50), 0.6.0 (2022-03-18 13:50), 0.6.1 (2022-10-04 00:00)
Other packages that cited greed R package
View greed citation profile
Other R packages that greed depends, imports, suggests or enhances
Complete documentation for greed
Functions, R codes and Examples using the greed R package
Some associated functions: Alg-class . Books . CombinedModels . CombinedModelsFit-class . CombinedModelsPath-class . DcLbm . DcLbmFit-class . DcLbmPath-class . DcSbm . DcSbmFit-class . DcSbmPath-class . DiagGmm . DiagGmmFit-class . DiagGmmPath-class . DlvmCoPrior-class . DlvmPrior-class . Fifa . Football . Genetic-class . Gmm . GmmFit-class . GmmPath-class . H . Hybrid-class . ICL . IclFit-class . IclPath-class . Jazz . K . Lca . LcaFit-class . LcaPath-class . MI . MoM . MoMFit-class . MoMPath-class . MoR . MoRFit-class . MoRPath-class . MultSbm . MultSbmFit-class . MultSbmPath-class . Multistarts-class . NMI . Ndrangheta . NewGuinea . Sbm . SbmFit-class . SbmPath-class . Seed-class . SevenGraders . Youngpeoplesurvey . available_algorithms . available_models . clustering . coef-DcLbmFit-method . coef-DcSbmFit-method . coef-DiagGmmFit-method . coef-GmmFit-method . coef-IclFit-method . coef-LcaFit-method . coef-MoMFit-method . coef-MoRFit-method . coef-MultSbmFit-method . coef-SbmFit-method . cut-DcLbmPath-method . cut-IclPath-method . extractSubModel . fashion . gmmpairs . greed . mushroom . plot-DcLbmFit-missing-method . plot-DcLbmPath-missing-method . plot-DcSbmFit-missing-method . plot-DiagGmmFit-missing-method . plot-GmmFit-missing-method . plot-IclPath-missing-method . plot-LcaFit-missing-method . plot-MoMFit-missing-method . plot-MultSbmFit-missing-method . plot-SbmFit-missing-method . prior . rdcsbm . rlbm . rlca . rmm . rmreg . rmultsbm . rsbm . show-IclFit-method . spectral . to_multinomial . 
Some associated R codes: RcppExports.R . alg_classes.R . alg_genetic.R . alg_hybrid.R . alg_multistart.R . data.R . fit_classes.R . greed.R . model_combinedmodels.R . model_dclbm.R . model_dcsbm.R . model_diaggmm.R . model_gmm.R . model_lca.R . model_mom.R . model_mor.R . model_multsbm.R . model_sbm.R . models_classes.R . tools_cleanpath.R . tools_generator.R . tools_misc.R . tools_ploting.R .  Full greed package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA