Uses of Package
gov.sandia.cognition.learning.algorithm.clustering.cluster

Packages that use gov.sandia.cognition.learning.algorithm.clustering.cluster

Package	Description
gov.sandia.cognition.learning.algorithm.clustering	Provides clustering algorithms.
gov.sandia.cognition.learning.algorithm.clustering.cluster	Provides implementations of different types of clusters.
gov.sandia.cognition.learning.algorithm.clustering.divergence	Provides divergence functions for use in clustering.
gov.sandia.cognition.learning.algorithm.clustering.hierarchy	Provides a hierarchy for clusters.
gov.sandia.cognition.learning.algorithm.clustering.initializer	Provides implementations of methods for selecting initial clusters.
gov.sandia.cognition.learning.function.cost	Provides cost functions.
gov.sandia.cognition.learning.function.vector	Provides functions that output vectors.
gov.sandia.cognition.statistics.bayesian	Provides algorithms for computing Bayesian estimates of parameters.
gov.sandia.cognition.statistics.distribution	Provides statistical distributions.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.algorithm.clustering

Class and Description
CentroidCluster The CentroidCluster class extends the default cluster to contain a central element.
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.
ClusterCreator The ClusterCreator defines the functionality of a class that can create a new cluster from a given collection of members of that cluster.
GaussianCluster The GaussianCluster class implements a cluster of Vector objects that has a MultivariateGaussian object representing the cluster.
IncrementalClusterCreator An interface for a ClusterCreator that can incrementally add and remove members from a cluster.
MiniBatchCentroidCluster
NormalizedCentroidCluster Add the ability to store the centroid of the normalized vectors belonging to a centroid cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.algorithm.clustering.cluster

Class and Description
CentroidCluster The CentroidCluster class extends the default cluster to contain a central element.
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.
ClusterCreator The ClusterCreator defines the functionality of a class that can create a new cluster from a given collection of members of that cluster.
DefaultCluster The DefaultCluster class implements a default cluster which contains a list of members in an ArrayList along with an index that identifies the cluster.
DefaultClusterCreator The DefaultClusterCreator class implements a default ClusterCreator that just creates a DefaultCluster from the given list of members.
GaussianCluster The GaussianCluster class implements a cluster of Vector objects that has a MultivariateGaussian object representing the cluster.
IncrementalClusterCreator An interface for a ClusterCreator that can incrementally add and remove members from a cluster.
MiniBatchCentroidCluster
NormalizedCentroidCluster Add the ability to store the centroid of the normalized vectors belonging to a centroid cluster.
VectorMeanCentroidClusterCreator The VectorMeanCentroidClusterCreator class implements a cluster creator for centroid clusters where the centroid is the mean of the vectors that are members of the cluster.
VectorMeanMiniBatchCentroidClusterCreator Implementation of VectorMeanCentroidClusterCreator for mini-batch clustering.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.algorithm.clustering.divergence

Class and Description
CentroidCluster The CentroidCluster class extends the default cluster to contain a central element.
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.
GaussianCluster The GaussianCluster class implements a cluster of Vector objects that has a MultivariateGaussian object representing the cluster.
NormalizedCentroidCluster Add the ability to store the centroid of the normalized vectors belonging to a centroid cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.algorithm.clustering.hierarchy

Class and Description
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.algorithm.clustering.initializer

Class and Description
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.
ClusterCreator The ClusterCreator defines the functionality of a class that can create a new cluster from a given collection of members of that cluster.
GaussianCluster The GaussianCluster class implements a cluster of Vector objects that has a MultivariateGaussian object representing the cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.function.cost

Class and Description
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.learning.function.vector

Class and Description
GaussianCluster The GaussianCluster class implements a cluster of Vector objects that has a MultivariateGaussian object representing the cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.statistics.bayesian

Class and Description
Cluster The Cluster interface defines the general functionality of a cluster, which is just the ability to get the members of the cluster.
DefaultCluster The DefaultCluster class implements a default cluster which contains a list of members in an ArrayList along with an index that identifies the cluster.

Classes in gov.sandia.cognition.learning.algorithm.clustering.cluster used by gov.sandia.cognition.statistics.distribution

Class and Description
GaussianCluster The GaussianCluster class implements a cluster of Vector objects that has a MultivariateGaussian object representing the cluster.