org.deeplearning4j.models.sequencevectors.transformers.impl

Class GraphTransformer<T extends SequenceElement>

java.lang.Object

org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer<T>

All Implemented Interfaces:

Iterable<Sequence<T>>

public class GraphTransformer<T extends SequenceElement>
extends Object
implements Iterable<Sequence<T>>

This class is used to build vocabulary and sequences out of graph, via GraphWalkers

Author:

raver119@gmail.com

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GraphTransformer.Builder<T extends SequenceElement>

Field Summary

Fields

Modifier and Type	Field and Description
protected AtomicInteger	counter
protected LabelsProvider<T>	labelsProvider
protected static org.slf4j.Logger	log
protected boolean	shuffle
protected IGraph<T,?>	sourceGraph
protected VocabCache<T>	vocabCache
protected GraphWalker<T>	walker

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	GraphTransformer()

Method Summary

Modifier and Type	Method and Description
protected void	initialize() This method handles required initialization for GraphTransformer
Iterator<Sequence<T>>	iterator()

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Field Detail

sourceGraph

protected IGraph<T extends SequenceElement,?> sourceGraph

walker

protected GraphWalker<T extends SequenceElement> walker

labelsProvider

protected LabelsProvider<T extends SequenceElement> labelsProvider

counter

protected AtomicInteger counter

shuffle

protected boolean shuffle

vocabCache

protected VocabCache<T extends SequenceElement> vocabCache

log

protected static final org.slf4j.Logger log

Constructor Detail

GraphTransformer

protected GraphTransformer()

Method Detail

initialize

protected void initialize()

This method handles required initialization for GraphTransformer

iterator

public Iterator<Sequence<T>> iterator()

Specified by:

iterator in interface Iterable<Sequence<T extends SequenceElement>>