Uses of Class
org.nlpub.watset.graph.NodeEmbedding

Packages that use NodeEmbedding

Package	Description
org.nlpub.watset.graph	Graph processing and clustering.
org.nlpub.watset.util	Utility classes and helpers.

Uses of NodeEmbedding in org.nlpub.watset.graph

Fields in org.nlpub.watset.graph with type parameters of type NodeEmbedding

Modifier and Type	Field	Description
protected org.apache.commons.math3.ml.clustering.Clusterer<NodeEmbedding<V>>	SpectralClustering.Implementation.clusterer	The underlying clustering algorithm.
protected List<NodeEmbedding<V>>	SpectralClustering.Implementation.embeddings	The node embeddings.

Method parameters in org.nlpub.watset.graph with type arguments of type NodeEmbedding

Modifier and Type	Method	Description
SpectralClustering.Builder<V,E>	SpectralClustering.Builder.setClusterer(org.apache.commons.math3.ml.clustering.Clusterer<NodeEmbedding<V>> clusterer)	Set the underlying clustering algorithm.

Constructor parameters in org.nlpub.watset.graph with type arguments of type NodeEmbedding

Constructor	Description
Implementation(org.jgrapht.Graph<V,E> graph, org.apache.commons.math3.ml.clustering.Clusterer<NodeEmbedding<V>> clusterer, int k)	Create an instance of the Spectral Clustering algorithm implementation.
SpectralClustering(org.jgrapht.Graph<V,E> graph, org.apache.commons.math3.ml.clustering.Clusterer<NodeEmbedding<V>> clusterer, int k)	Create an instance of the Spectral Clustering algorithm.

Uses of NodeEmbedding in org.nlpub.watset.util

Methods in org.nlpub.watset.util that return types with arguments of type NodeEmbedding

Modifier and Type	Method	Description
static <V> List<NodeEmbedding<V>>	Matrices.computeSpectralEmbedding(org.apache.commons.math3.linear.RealMatrix laplacian, org.jgrapht.util.VertexToIntegerMapping<V> mapping, int k)	Compute spectral embedding of the graph nodes using the pre-computed Laplacian.
static <V> List<NodeEmbedding<V>>	Matrices.computeSpectralEmbedding(org.jgrapht.Graph<V,?> graph, org.jgrapht.util.VertexToIntegerMapping<V> mapping, int k)	Compute spectral embedding of the graph nodes.

Method parameters in org.nlpub.watset.util with type arguments of type NodeEmbedding

Modifier and Type	Method	Description
static <V> void	Word2VecFormat.write(BufferedWriter writer, List<NodeEmbedding<V>> embeddings, Word2VecFormat.SpaceStrategy spaceStrategy)	Write the file in the Word2Vec format representing the node embeddings.