org.deeplearning4j.datasets.iterator.impl

Class IrisDataSetIterator

java.lang.Object

org.nd4j.linalg.dataset.api.iterator.BaseDatasetIterator

org.deeplearning4j.datasets.iterator.impl.IrisDataSetIterator

All Implemented Interfaces:

Serializable, Iterator<org.nd4j.linalg.dataset.DataSet>, org.nd4j.linalg.dataset.api.iterator.DataSetIterator

public class IrisDataSetIterator
extends org.nd4j.linalg.dataset.api.iterator.BaseDatasetIterator

See Also:

Serialized Form

Field Summary

Fields inherited from class org.nd4j.linalg.dataset.api.iterator.BaseDatasetIterator

batch, fetcher, numExamples, preProcessor

Constructor Summary

Constructors

Constructor and Description
IrisDataSetIterator() Create an iris iterator for full batch training - i.e., all 150 examples are included per minibatch
IrisDataSetIterator(int batch, int numExamples) IrisDataSetIterator handles traversing through the Iris Data Set.

Method Summary

Modifier and Type	Method and Description
org.nd4j.linalg.dataset.DataSet	next()

Methods inherited from class org.nd4j.linalg.dataset.api.iterator.BaseDatasetIterator

asyncSupported, batch, getLabels, getPreProcessor, hasNext, inputColumns, next, remove, reset, resetSupported, setPreProcessor, totalOutcomes

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.util.Iterator

forEachRemaining

Constructor Detail

IrisDataSetIterator

public IrisDataSetIterator()

Create an iris iterator for full batch training - i.e., all 150 examples are included per minibatch

IrisDataSetIterator

public IrisDataSetIterator(int batch,
                           int numExamples)

IrisDataSetIterator handles traversing through the Iris Data Set.

Parameters:

batch - Batch size

numExamples - Total number of examples

See Also:

https://archive.ics.uci.edu/ml/datasets/Iris

Method Detail

next

public org.nd4j.linalg.dataset.DataSet next()

Specified by:

next in interface Iterator<org.nd4j.linalg.dataset.DataSet>

Overrides:

next in class org.nd4j.linalg.dataset.api.iterator.BaseDatasetIterator