Bayesian network structure learning


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Documentation for package `bnlearn' version 0.4

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bnlearn-package Bayesian network constraint-based structure learning.
AIC.bn Score of the Bayesian network
amat Utilities to manipulate graphs
arcs Utilities to manipulate graphs
as.bn Build a model string from a Bayesian network and vice versa
as.character.bn Build a model string from a Bayesian network and vice versa
bnlearn Bayesian network constraint-based structure learning.
children Utilities to manipulate graphs
choose.direction Try to infer the direction of an undirected arc
compare Compare two different Bayesian networks
drop.arc Drop, add or set the direction of an arc
fast.iamb Fast Incremental Association (Fast-IAMB) learning algorithm
gs Grow-Shrink (GS) learning algorithm
iamb Incremental Association (IAMB) learning algorithm
inter.iamb Interleaved Incremental Association (Inter-IAMB) learning algorithm
learning.test Synthetic dataset to test learning algorithms
logLik.bn Score of the Bayesian network
mb Utilities to manipulate graphs
model2network Build a model string from a Bayesian network and vice versa
modelstring Build a model string from a Bayesian network and vice versa
nbr Utilities to manipulate graphs
nodes Utilities to manipulate graphs
nparams Utilities to manipulate graphs
parents Utilities to manipulate graphs
plot.bn Plot a Bayesian network
rbn Generate random data from a given Bayesian network
reverse.arc Drop, add or set the direction of an arc
score Score of the Bayesian network
set.arc Drop, add or set the direction of an arc