org.apache.ignite.ml.util.generators.standard

Class GaussianMixtureDataStream

java.lang.Object

org.apache.ignite.ml.util.generators.standard.GaussianMixtureDataStream

All Implemented Interfaces:

DataStreamGenerator

public class GaussianMixtureDataStream
extends Object
implements DataStreamGenerator

Data stream generator representing gaussian mixture.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GaussianMixtureDataStream.Builder Builder for gaussian mixture.

Field Summary

Fields inherited from interface org.apache.ignite.ml.util.generators.DataStreamGenerator

FILL_CACHE_BATCH_SIZE

Method Summary

Modifier and Type	Method and Description
Stream<LabeledVector<Double>>	labeled()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.apache.ignite.ml.util.generators.DataStreamGenerator

asDatasetBuilder, asDatasetBuilder, asDatasetBuilder, asMap, blur, fillCacheWithCustomKey, fillCacheWithVecHashAsKey, fillCacheWithVecUUIDAsKey, labeled, mapVectors, unlabeled

Method Detail

labeled

public Stream<LabeledVector<Double>> labeled()

Specified by:

labeled in interface DataStreamGenerator

Returns:

Stream of LabeledVector in according to dataset shape.