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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.)
| Version: | 0.2 |
| Imports: | Rcpp (≥ 0.11.6) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2015-06-22 |
| DOI: | 10.32614/CRAN.package.sbmSDP |
| Author: | Arash A. Amini |
| Maintainer: | Arash A. Amini <amini.aa at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| CRAN checks: | sbmSDP results |
| Reference manual: | sbmSDP.pdf |
| Package source: | sbmSDP_0.2.tar.gz |
| Windows binaries: | r-devel: sbmSDP_0.2.zip, r-release: sbmSDP_0.2.zip, r-oldrel: sbmSDP_0.2.zip |
| macOS binaries: | r-release (arm64): sbmSDP_0.2.tgz, r-oldrel (arm64): sbmSDP_0.2.tgz, r-release (x86_64): sbmSDP_0.2.tgz, r-oldrel (x86_64): sbmSDP_0.2.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.