sbmSDP: 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.)

Author
Arash A. Amini
Date of publication
2015-06-22 01:31:11
Maintainer
Arash A. Amini <amini.aa@gmail.com>
License
GPL-3
Version
0.2

View on CRAN

Man pages

sbmSDP-package
Semidefinite Programming for Fitting Block Models of Equal...
sdp1_admm
SDP-1 algorithm

Files in this package

sbmSDP
sbmSDP/src
sbmSDP/src/Makevars
sbmSDP/src/sdp_admm.cpp
sbmSDP/src/Makevars.win
sbmSDP/src/RcppExports.cpp
sbmSDP/NAMESPACE
sbmSDP/R
sbmSDP/R/RcppExports.R
sbmSDP/MD5
sbmSDP/DESCRIPTION
sbmSDP/man
sbmSDP/man/sdp1_admm.Rd
sbmSDP/man/sbmSDP-package.Rd