Structure learning and parameter estimation of discrete Bayesian networks using likelihood-based criteria. Exhaustive search for fixed node orders and stochastic search of optimal orders via simulated annealing algorithm are implemented.
| Version: | 1.14.8 |
| Depends: | R (≥ 3.0.2) |
| Imports: | methods, stats |
| Published: | 2015-02-04 |
| Author: | Nikolay Balov, Peter Salzman |
| Maintainer: | Nikolay Balov <nhbalov at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| In views: | Bayesian, gR |
| CRAN checks: | catnet results |
| Reference manual: | catnet.pdf |
| Vignettes: |
catnet |
| Package source: | catnet_1.14.8.tar.gz |
| Windows binaries: | r-devel: catnet_1.14.8.zip, r-release: catnet_1.14.8.zip, r-oldrel: catnet_1.14.8.zip |
| OS X Snow Leopard binaries: | r-release: catnet_1.14.5.tgz, r-oldrel: catnet_1.14.5.tgz |
| OS X Mavericks binaries: | r-release: catnet_1.14.8.tgz |
| Old sources: | catnet archive |