org.deeplearning4j.datasets.fetchers

Class UciSequenceDataFetcher

java.lang.Object

org.deeplearning4j.datasets.fetchers.CacheableExtractableDataSetFetcher

org.deeplearning4j.datasets.fetchers.UciSequenceDataFetcher

public class UciSequenceDataFetcher
extends CacheableExtractableDataSetFetcher

Fetcher for UCI synthetic control chart time series dataset.
Details: https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series
Data: https://archive.ics.uci.edu/ml/machine-learning-databases/synthetic_control-mld/synthetic_control.data Image: https://archive.ics.uci.edu/ml/machine-learning-databases/synthetic_control-mld/data.jpeg

Author:

Briton Park (bpark738)

Field Summary

Fields

Modifier and Type	Field and Description
static int	NUM_EXAMPLES
static int	NUM_LABELS

Constructor Summary

Constructors

Constructor and Description
UciSequenceDataFetcher()

Method Summary

Modifier and Type	Method and Description
long	expectedChecksum()
long	expectedChecksum(DataSetType type)
org.datavec.api.records.reader.impl.csv.CSVSequenceRecordReader	getRecordReader(long rngSeed, DataSetType set)
org.datavec.api.records.reader.impl.csv.CSVSequenceRecordReader	getRecordReader(long rngSeed, int[] shape, DataSetType set, ImageTransform transform)
String	localCacheName()
String	remoteDataUrl()
String	remoteDataUrl(DataSetType type)
static void	setURL(String url)

Methods inherited from class org.deeplearning4j.datasets.fetchers.CacheableExtractableDataSetFetcher

dataSetName, deleteIfEmpty, downloadAndExtract, downloadAndExtract, getLocalCacheDir, isCached

Methods inherited from class java.lang.Object

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

Field Detail

NUM_LABELS

public static int NUM_LABELS

NUM_EXAMPLES

public static int NUM_EXAMPLES

Constructor Detail

UciSequenceDataFetcher

public UciSequenceDataFetcher()

Method Detail

setURL

public static void setURL(String url)

remoteDataUrl

public String remoteDataUrl()

Overrides:

remoteDataUrl in class CacheableExtractableDataSetFetcher

remoteDataUrl

public String remoteDataUrl(DataSetType type)

localCacheName

public String localCacheName()

expectedChecksum

public long expectedChecksum()

Overrides:

expectedChecksum in class CacheableExtractableDataSetFetcher

expectedChecksum

public long expectedChecksum(DataSetType type)

getRecordReader

public org.datavec.api.records.reader.impl.csv.CSVSequenceRecordReader getRecordReader(long rngSeed,
                                                                                       int[] shape,
                                                                                       DataSetType set,
                                                                                       ImageTransform transform)

getRecordReader

public org.datavec.api.records.reader.impl.csv.CSVSequenceRecordReader getRecordReader(long rngSeed,
                                                                                       DataSetType set)