| Package | Description |
|---|---|
| edu.ucla.sspace.clustering | |
| edu.ucla.sspace.wordsi |
| Modifier and Type | Class and Description |
|---|---|
class |
OnlineKMeans.OnlineKMeansClustering<T extends DoubleVector>
A simple online implementation of K-Means clustering for
Vectors,
with the option to perform agglomerative clustering once all elements
have been clustered. |
class |
StreamingKMeans.StreamingKMeansClustering<T extends DoubleVector>
The internal
OnlineClustering implementation. |
| Modifier and Type | Method and Description |
|---|---|
OnlineClustering<T> |
StreamingKMeans.generate()
Generates a new instance of a
StreamingClustering based on the
values used to construct this generator. |
OnlineClustering<T> |
OnlineKMeans.generate()
Generates a new instance of a
OnlineClustering based on the
values used to construct this generator. |
| Constructor and Description |
|---|
StreamingWordsi(Set<String> acceptedWords,
ContextExtractor extractor,
Generator<OnlineClustering<SparseDoubleVector>> clusterGenerator,
AssignmentReporter reporter,
int numClusters)
Creates a new
StreamingWordsi. |
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