blockmodels: Latent and Stochastic Block Model Estimation by a 'V-EM' Algorithm

Latent and Stochastic Block Model estimation by a Variational EM algorithm. Various probability distribution are provided (Bernoulli, Poisson...), with or without covariates.

Install the latest version of this package by entering the following in R:
install.packages("blockmodels")
AuthorINRA, Jean-Benoist Leger <jbleger@bordeaux.inra.fr>
Date of publication2015-04-21 09:02:26
MaintainerJean-Benoist Leger <jbleger@bordeaux.inra.fr>
LicenseLGPL-2.1
Version1.1.1

View on CRAN

Functions

BM_bernoulli Man page
BM_bernoulli_covariates Man page
BM_bernoulli_covariates_fast Man page
BM_bernoulli_multiplex Man page
BM_gaussian Man page
BM_gaussian_covariates Man page
BM_gaussian_multivariate Man page
BM_gaussian_multivariate_independent Man page
BM_gaussian_multivariate_independent_homoscedastic Man page
BM_poisson Man page
BM_poisson_covariates Man page
\S4method{BM_bernoulli_covariates_fast}{new} Man page
\S4method{BM_bernoulli_covariates}{new} Man page
\S4method{BM_bernoulli_multiplex}{new} Man page
\S4method{BM_bernoulli}{new} Man page
\S4method{BM_gaussian_covariates}{new} Man page
\S4method{BM_gaussian_multivariate_independent_homoscedastic}{ne Man page
\S4method{BM_gaussian_multivariate_independent}{new} Man page
\S4method{BM_gaussian_multivariate}{new} Man page
\S4method{BM_gaussian}{new} Man page
\S4method{BM_poisson_covariates}{new} Man page
\S4method{BM_poisson}{new} Man page

Files

tests
tests/BM_gaussian_multivariate_independent.R tests/BM_gaussian_covariates.R tests/BM_gaussian_multivariate_independent_homoscedastic.R tests/BM_bernoulli_multiplex.R tests/BM_gaussian_multivariate.R tests/BM_gaussian.R tests/BM_poisson.R tests/BM_bernoulli_covariates.R tests/BM_bernoulli_covariates_fast.R tests/BM_bernoulli.R tests/BM_poisson_covariates.R
src
src/conf.h
src/dispatcher.cc
src/Makevars
src/kmeans.cc
src/misc_functions.h
src/dispatcher.h
src/models
src/models/gaussian_multivariate_independent.h
src/models/gaussian_multivariate.h
src/models/bernoulli_covariates.h
src/models/bernoulli_covariates_fast.h
src/models/gaussian.h
src/models/gaussian_multivariate_independent_homoscedastic.h
src/models/bernoulli_multiplex.h
src/models/gaussian_covariates.h
src/models/skel.h
src/models/naive_bernoulli.h
src/models/poisson_covariates.h
src/models/poisson.h
src/models/bernoulli.h
src/kmeans.h
src/general_em.h
src/model_base.h
src/memberships
src/memberships/sbm.h
src/memberships/lbm.h
src/generic_functions.h
src/split.h
src/split.cc
src/Makevars.win
NAMESPACE
R
R/membership_SBM.R R/kmeans.R R/zgaussian_covariates.R R/scalar_model.R R/model.R R/zgaussian_multivariate_independent_homoscedastic.R R/zbernoulli_covariates_fast.R R/dispatcher.R R/zbernoulli.R R/parallel_lapply.R R/membership_LBM.R R/membership_SBM_sym.R R/zgaussian.R R/split.R R/zbernoulli_covariates.R R/scalar_model_with_covariates.R R/zgaussian_multivariate_independent.R R/misc.R R/zpoisson.R R/zgaussian_multivariate.R R/multivariate_model.R R/zbernoulli_multiplex.R R/zpoisson_covariates.R
MD5
DESCRIPTION
man
man/BM_bernoulli_covariates.Rd man/BM_gaussian_multivariate_independent_homoscedastic.Rd man/BM_bernoulli_multiplex.Rd man/BM_poisson_covariates.Rd man/BM_bernoulli.Rd man/BM_gaussian_multivariate.Rd man/BM_bernoulli_covariates_fast.Rd man/BM_gaussian_covariates.Rd man/BM_gaussian_multivariate_independent.Rd man/BM_poisson.Rd man/BM_gaussian.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.