Package | Description |
---|---|
gov.sandia.cognition.statistics.bayesian |
Provides algorithms for computing Bayesian estimates of parameters.
|
Modifier and Type | Field and Description |
---|---|
protected java.util.ArrayList<DirichletProcessMixtureModel.DPMMCluster<ObservationType>> |
DirichletProcessMixtureModel.Sample.clusters
Point mass realizations from the base distribution.
|
Modifier and Type | Method and Description |
---|---|
DirichletProcessMixtureModel.DPMMCluster<ObservationType> |
ParallelDirichletProcessMixtureModel.ClusterUpdaterTask.call() |
DirichletProcessMixtureModel.DPMMCluster<ObservationType> |
DirichletProcessMixtureModel.DPMMCluster.clone() |
protected DirichletProcessMixtureModel.DPMMCluster<ObservationType> |
DirichletProcessMixtureModel.createCluster(java.util.Collection<ObservationType> clusterAssignment,
DirichletProcessMixtureModel.Updater<ObservationType> localUpdater)
Creates a cluster from the given cluster assignment
|
Modifier and Type | Method and Description |
---|---|
java.util.ArrayList<DirichletProcessMixtureModel.DPMMCluster<ObservationType>> |
DirichletProcessMixtureModel.Sample.getClusters()
Getter for clusters
|
protected java.util.ArrayList<DirichletProcessMixtureModel.DPMMCluster<ObservationType>> |
DirichletProcessMixtureModel.updateClusters(java.util.ArrayList<java.util.Collection<ObservationType>> clusterAssignments)
Update each cluster according to the data assigned to it
|
protected java.util.ArrayList<DirichletProcessMixtureModel.DPMMCluster<ObservationType>> |
ParallelDirichletProcessMixtureModel.updateClusters(java.util.ArrayList<java.util.Collection<ObservationType>> clusterAssignments) |
Modifier and Type | Method and Description |
---|---|
protected void |
DirichletProcessMixtureModel.Sample.setClusters(java.util.ArrayList<DirichletProcessMixtureModel.DPMMCluster<ObservationType>> clusters)
Setter for clusters
|
Constructor and Description |
---|
Sample(double alpha,
java.util.ArrayList<DirichletProcessMixtureModel.DPMMCluster<ObservationType>> clusters)
Creates a new instance of Sample
|