sbmSDP-package: Semidefinite Programming for Fitting Block Models of Equal...
In sbmSDP: Semidefinite Programming for Fitting Block Models of Equal Block Sizes
Description
Details
Author(s)
References
Description
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.)
Details
Package: sbmSDP
Type: Package
Version: 0.2
Date: 2015-06-18
License: GPL-3
An ADMM implementation of SDP-1 algorithm for fitting stochastic block models (SBMs). The main function is sdp1_admm.
Author(s)
Arash A. Amini
Maintainer: Arash A. Amini <amini.aa@gmail.com>
References
On Semidefinite relaxations of the block model by A.A. Amini and E. Levina.
sbmSDP documentation built on May 2, 2019, 9:35 a.m.
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Description Details Author(s) References
Description
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.)
Details
| Package: | sbmSDP |
| Type: | Package |
| Version: | 0.2 |
| Date: | 2015-06-18 |
| License: | GPL-3 |
An ADMM implementation of SDP-1 algorithm for fitting stochastic block models (SBMs). The main function is sdp1_admm.
Author(s)
Arash A. Amini
Maintainer: Arash A. Amini <amini.aa@gmail.com>
References
On Semidefinite relaxations of the block model by A.A. Amini and E. Levina.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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