Semidefinite Programming for Fitting Block Models of Equal Block Sizes

An ADMM implementation of SDP-1, a semidefinite programming relaxation of the maximum likelihood estimator for fitting a block model. SDP-1 has a tendency to produce equal-sized blocks and is ideal for producing a form of network histogram approximating a nonparametric graphon model. Alternatively, it can be used for community detection. (This is experimental code, proceed with caution.)


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install.packages("sbmSDP")

0.2 by Arash A. Amini, 4 years ago


Browse source code at https://github.com/cran/sbmSDP


Authors: Arash A. Amini


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp

Linking to Rcpp, RcppArmadillo


See at CRAN