Stochastic Blockmodels
R6 Class definition of an Bipartite SBM fit
R6 class for Bipartite SBM
Extract model coefficients
Define a network
Estimation of Bipartite SBMs
Estimation for multipartite SBM
Estimation for Multiplex SBM
Estimation of Simple SBMs
Extract model fitted values
Auxiliary function to check the given class of an object
R6 Class definition of a Multipartite SBM fit
R6 Class definition of a Multipartite SBM
R6 Class definition of a Multiplex SBM fit
Pipe operator
SBM Plot
Plot an alluvial plot between clusterings
Plot an adjacency or incidence Matrix
Plot the matrices corresponding to a Multipartite Network
Plot the matrices corresponding to a Multiplex Network
Model Predictions
Sampling of Bipartite SBMs
Sampling of Multipartite SBMs
Sampling of Multiplex SBMs
Sampling of Simple SBMs
sbm: Stochastic Blockmodels
R6 virtual class for SBM representation (mother class of SimpleSBM, Bi...
R6 Class definition of a Simple SBM fit
R6 class for Simple SBM
A collection of tools and functions to adjust a variety of stochastic blockmodels (SBM). Supports at the moment Simple, Bipartite, 'Multipartite' and Multiplex SBM (undirected or directed with Bernoulli, Poisson or Gaussian emission laws on the edges, and possibly covariate for Simple and Bipartite SBM). See Léger (2016) <doi:10.48550/arXiv.1602.07587>, 'Barbillon et al.' (2020) <doi:10.1111/rssa.12193> and 'Bar-Hen et al.' (2020) <doi:10.48550/arXiv.1807.10138>.