Package | Description |
---|---|
edu.ucla.sspace.clustering | |
edu.ucla.sspace.index | |
edu.ucla.sspace.util | |
edu.ucla.sspace.wordsi |
Modifier and Type | Class and Description |
---|---|
class |
CKVWSpectralClustering03.SpectralCutGenerator
A simple generator for creating instances of the
CKVWSpectralClustering03.SpectralCut
class. |
class |
CKVWSpectralClustering06.SuperSpectralGenerator
A simple generator for creating instances of the
SpectralCut
class. |
class |
OnlineKMeans<T extends DoubleVector>
A
Generator class for generating a new OnlineKMeansClustering
instance. |
class |
StreamingKMeans<T extends DoubleVector>
An implementation of a simple, highly accurate streaming K Means algorithm.
|
Constructor and Description |
---|
SpectralClustering(double alpha,
Generator<EigenCut> cutterGenerator)
Creates a new
SpectralClustering instance. |
Modifier and Type | Interface and Description |
---|---|
interface |
DoubleVectorGenerator<T extends DoubleVector>
An interface for classes which will maintain and generate random
DoubleVector s. |
interface |
IntegerVectorGenerator<T extends IntegerVector>
An interface for classes which will maintain and generate random
IntegerVector s. |
Modifier and Type | Class and Description |
---|---|
class |
GaussianVectorGenerator
A Generator for vectors where each entry is from a guassian distribution
having some mean and standard deviation.
|
class |
RandomIndexVectorGenerator
An class that generates
RandomTernaryVector instances based on
configurable properties. |
class |
RandomOrthogonalVectorGenerator
An class that generates
DoubleVector s that are orthogonal to each
other based on configurable properties using the Gram-Schmidt
orthogonalization process. |
Constructor and Description |
---|
GeneratorMap(Generator<T> generator)
Creates a new
GeneratorMap using a ConcurrentHashMap . |
GeneratorMap(Generator<T> generator,
Map<String,T> map)
Creates a new
GeneratorMap using a the provided map}. |
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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