Package: sbmSDP 0.2
Arash A. Amini
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.)
Authors:
sbmSDP_0.2.tar.gz
sbmSDP_0.2.tar.gz(r-4.5-noble)sbmSDP_0.2.tar.gz(r-4.4-noble)
sbmSDP_0.2.tgz(r-4.4-emscripten)sbmSDP_0.2.tgz(r-4.3-emscripten)
sbmSDP.pdf |sbmSDP.html✨
sbmSDP/json (API)
| # Install 'sbmSDP' in R: |
| install.packages('sbmSDP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 years agofrom:f59dfbce71. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 23 2024 |
| R-4.5-linux-x86_64 | OK | Oct 23 2024 |
Exports:sdp1_admm
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Semidefinite Programming for Fitting Block Models of Equal Block Sizes | sbmSDP-package sbmSDP |
| SDP-1 algorithm | sdp1_admm |
