bnlearn-package |
Bayesian network structure learning. |
acyclic |
Utilities to manipulate graphs |
AIC.bn |
Score of the Bayesian network |
amat |
Utilities to manipulate graphs |
arc.strength |
Measure the strength of the arcs |
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 |
asia |
Asia (synthetic) data set by Lauritzen and Spiegelhalter |
bnlearn |
Bayesian network structure learning. |
children |
Utilities to manipulate graphs |
choose.direction |
Try to infer the direction of an undirected arc |
ci.test |
Independence and Conditional Independence Tests |
compare |
Compare two different Bayesian networks |
directed |
Utilities to manipulate graphs |
drop.arc |
Drop, add or set the direction of an arc |
empty.graph |
Generate an empty or random graph |
fast.iamb |
Fast Incremental Association (Fast-IAMB) learning algorithm |
gaussian.test |
Synthetic (continuous) dataset to test learning algorithms |
graphviz.plot |
Advanced Bayesian network plots |
gs |
Grow-Shrink (GS) learning algorithm |
hc |
Hill-Climbing (HC) learning algorithm |
iamb |
Incremental Association (IAMB) learning algorithm |
inter.iamb |
Interleaved Incremental Association (Inter-IAMB) learning algorithm |
leaf.nodes |
Utilities to manipulate graphs |
learning.test |
Synthetic (discrete) data set to test learning algorithms |
lizards |
Lizards' perching behaviour data set |
logLik.bn |
Score of the Bayesian network |
mb |
Utilities to manipulate graphs |
mmpc |
Max-Min Parents and Children (MMPC) learning algorithm |
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 |
node.ordering |
Partial node ordering utilities |
nodes |
Utilities to manipulate graphs |
nparams |
Utilities to manipulate graphs |
ordering2blacklist |
Partial node ordering utilities |
parents |
Utilities to manipulate graphs |
path |
Utilities to manipulate graphs |
plot.bn |
Plot a Bayesian network |
random.graph |
Generate an empty or random graph |
rbn |
Generate random data from a given Bayesian network |
reverse.arc |
Drop, add or set the direction of an arc |
root.nodes |
Utilities to manipulate graphs |
score |
Score of the Bayesian network |
set.arc |
Drop, add or set the direction of an arc |
strength.plot |
Arc strength plot |
undirected.arcs |
Utilities to manipulate graphs |