public void CreateNetwork()
{
List <ModelNode> completed = new List <ModelNode>();
NumberOfExamples = Variable.New <int>().Named("NofE");
Range N = new Range(NumberOfExamples).Named("N");
foreach (ModelNode node in nodes.Values)
{
DistributionsNode.CreateDistributionsNode(node, N);
}
foreach (ModelNode node in independentNodes.Values)
{
node.distributions.AddParents();
completed.Add(node);
}
while (completed.Count != nodes.Count)
{
foreach (ModelNode node in nodes.Values)
{
if (!completed.Contains(node))
{
bool allParentsDone = true;
foreach (ModelNode parent in node.parents)
{
if (!completed.Contains(parent))
{
allParentsDone = false;
break;
}
}
if (allParentsDone)
{
node.distributions.AddParents();
completed.Add(node);
}
}
}
}
}
public override void AddParents(int numberOfEntries)
{
ObservedNumerical = DistributionsNode.AddChildFromOneParent(node.parents[0].distributions.Observed, val).Named(node.name);
}
public override void AddParents()
{
Observed = DistributionsNode.AddChildFromFourParents(node.parents[0].distributions.Observed,
node.parents[1].distributions.Observed, node.parents[2].distributions.Observed,
node.parents[3].distributions.Observed, CPT).Named(node.name);
}
