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A

accumulateScore(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
adaGrad - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
adaGrad - Variable in class org.deeplearning4j.plot.Tsne
 
add(E) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
add(T) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
addAll(Collection<? extends E>) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
addAll(Collection<? extends T>) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
addInput(String) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Set as an input, the entire contents (all columns) of the RecordReader or SequenceRecordReader
addInput(String, int, int) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Set as an input, a subset of the specified RecordReader or SequenceRecordReader
addInputOneHot(String, int, int) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Add as an input a single column from the specified RecordReader / SequenceRecordReader The assumption is that the specified column contains integer values in range 0..numClasses-1; this integer will be converted to a one-hot representation
addListeners(IterationListener...) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
addOutput(String) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Set as an output, the entire contents (all columns) of the RecordReader or SequenceRecordReader
addOutput(String, int, int) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Add an output, with a subset of the columns from the named RecordReader or SequenceRecordReader
addOutputOneHot(String, int, int) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
An an output, where the output is taken from a single column from the specified RecordReader / SequenceRecordReader The assumption is that the specified column contains integer values in range 0..numClasses-1; this integer will be converted to a one-hot representation (usually for classification)
addReader(String, RecordReader) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Add a RecordReader for use in .addInput(...) or .addOutput(...)
addSequenceReader(String, SequenceRecordReader) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Add a SequenceRecordReader for use in .addInput(...) or .addOutput(...)
applyLearningRateScoreDecay() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
AsyncIterator<T> - Class in org.deeplearning4j.parallelism
Asynchronous Iterator for better performance of iterators in dl4j-nn & dl4j-nlp
AsyncIterator(Iterator<T>, int) - Constructor for class org.deeplearning4j.parallelism.AsyncIterator
 
AsyncIterator(Iterator<T>) - Constructor for class org.deeplearning4j.parallelism.AsyncIterator
 
asyncSupported() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
asyncSupported() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
asyncSupported() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
asyncSupported() - Method in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
asyncSupported() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 

B

backingQueues - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
BarnesHutTsne - Class in org.deeplearning4j.plot
Barnes hut algorithm for TSNE, uses a dual tree approximation approach.
BarnesHutTsne(int, String, double, boolean, int, double, double, double, double, int, boolean, int, double, double, boolean, double, IterationListener, double) - Constructor for class org.deeplearning4j.plot.BarnesHutTsne
 
BarnesHutTsne.Builder - Class in org.deeplearning4j.plot
 
BASE_DIR - Variable in class org.deeplearning4j.base.MnistFetcher
 
batch() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
batch() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
batch - Variable in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
batch() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
batchNum - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
batchSize - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
batchSize() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
binarize - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
buffer - Variable in class org.deeplearning4j.parallelism.AsyncIterator
 
build() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Create the RecordReaderMultiDataSetIterator
build() - Method in class org.deeplearning4j.parallelism.MagicQueue.Builder
Deprecated.
 
build() - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
build() - Method in class org.deeplearning4j.plot.Tsne.Builder
 
build() - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
 
Builder(int) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
 
Builder() - Constructor for class org.deeplearning4j.parallelism.MagicQueue.Builder
Deprecated.
 
Builder() - Constructor for class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
Builder() - Constructor for class org.deeplearning4j.plot.Tsne.Builder
 
Builder() - Constructor for class org.deeplearning4j.ui.UiConnectionInfo.Builder
 

C

calculate(INDArray, int, double) - Method in class org.deeplearning4j.plot.Tsne
 
capacity - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
CHANNELS - Static variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
CifarDataSetIterator - Class in org.deeplearning4j.datasets.iterator.impl
CifarDataSetIterator is an iterator for Cifar10 dataset explicitly There is a special preProcessor used to normalize the dataset based on Sergey Zagoruyko example https://github.com/szagoruyko/cifar.torch
CifarDataSetIterator(int, int) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Loads images with given batchSize & numExamples returned by the generator.
CifarDataSetIterator(int, int, boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Loads images with given batchSize, numExamples, & version returned by the generator.
CifarDataSetIterator(int, int[]) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Loads images with given batchSize & imgDim returned by the generator.
CifarDataSetIterator(int, int, int[]) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Loads images with given batchSize, numExamples, & imgDim returned by the generator.
CifarDataSetIterator(int, int, int[], boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Loads images with given batchSize, numExamples, imgDim & version returned by the generator.
CifarDataSetIterator(int, int, int[], boolean, boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Loads images with given batchSize, numExamples, imgDim & version returned by the generator.
CifarDataSetIterator(int, int, int[], int, ImageTransform, boolean, boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
Create Cifar data specific iterator
clear() - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
clear() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
clear() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
clone() - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
close() - Method in interface org.deeplearning4j.api.storage.StatsStorage
Close any open resources (files, etc)
close() - Method in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
close() - Method in class org.deeplearning4j.datasets.mnist.MnistManager
Close any resources opened by the manager.
cntGet - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
cntPut - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
CollectionStatsStorageRouter - Class in org.deeplearning4j.api.storage.impl
A simple StatsStorageRouter that simply stores the metadata, static info and updates in the specified collections.
CollectionStatsStorageRouter() - Constructor for class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
computeGaussianKernel(INDArray, double, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne
Computes a gaussian kernel given a vector of squared distance distances
computeGaussianPerplexity(INDArray, double) - Method in class org.deeplearning4j.plot.BarnesHutTsne
Convert data to probability co-occurrences (aka calculating the kernel)
computeGradientAndScore() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
ConcurrentHashSet<E> - Class in org.deeplearning4j.parallelism
This is simplified ConcurrentHashSet implementation PLEASE NOTE: This class does NOT implement real equals & hashCode
ConcurrentHashSet() - Constructor for class org.deeplearning4j.parallelism.ConcurrentHashSet
 
ConcurrentHashSet(Collection<E>) - Constructor for class org.deeplearning4j.parallelism.ConcurrentHashSet
 
conf() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
contains(Object) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
contains(Object) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
containsAll(Collection<?>) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
containsAll(Collection<?>) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
converter - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
cursor() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
cursor() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
cursor() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 

D

dataSet - Variable in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
DataSets - Class in org.deeplearning4j.datasets
 
decode(byte[]) - Method in interface org.deeplearning4j.api.storage.Persistable
Decode the content of the given byte array in to this persistable
decode(ByteBuffer) - Method in interface org.deeplearning4j.api.storage.Persistable
Decode from the given ByteBuffer
decode(InputStream) - Method in interface org.deeplearning4j.api.storage.Persistable
Decode from the given input stream
DEFAULT_BASE_RETR_DELAY_MS - Static variable in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
Base delay for retries
DEFAULT_MAX_RETRIES - Static variable in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
Default maximum number of (consecutive) retries on failure
DEFAULT_PATH - Static variable in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
Default path for posting data to the UI - i.e., http://localhost:9000/remoteReceive or similar
DEFAULT_RETRY_BACKOFF_FACTOR - Static variable in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
Default backoff multiplicative factor for retrying
deregisterStatsStorageListener(StatsStorageListener) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Remove the specified listener, if it is present.
diag(INDArray) - Method in class org.deeplearning4j.plot.Tsne
 
downloadAndUntar() - Method in class org.deeplearning4j.base.MnistFetcher
 
drainTo(Collection<? super T>) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
drainTo(Collection<? super T>, int) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
draw() - Method in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
DrawReconstruction - Class in org.deeplearning4j.datasets.mnist.draw
 
DrawReconstruction(INDArray, int, int) - Constructor for class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
DrawReconstruction(INDArray) - Constructor for class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 

E

element() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
EMNIST_ROOT - Static variable in class org.deeplearning4j.datasets.fetchers.EmnistDataFetcher
 
EmnistDataFetcher - Class in org.deeplearning4j.datasets.fetchers
Data fetcher for the EMNIST dataset
EmnistDataFetcher(EmnistDataSetIterator.Set, boolean, boolean, boolean, long) - Constructor for class org.deeplearning4j.datasets.fetchers.EmnistDataFetcher
 
EmnistDataSetIterator - Class in org.deeplearning4j.datasets.iterator.impl
EMNIST DataSetIterator
EMNIST is similar to the common MNIST dataset (available via MnistDataSetIterator), with 6 different splits/ variants, specified by EmnistDataSetIterator.Set:
COMPLETE: Also known as 'ByClass' split.
EmnistDataSetIterator(EmnistDataSetIterator.Set, int, boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
EmnistDataSetIterator(EmnistDataSetIterator.Set, int, boolean, long) - Constructor for class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
EmnistDataSetIterator(EmnistDataSetIterator.Set, int, boolean, boolean, boolean, long) - Constructor for class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the specified number of MNIST examples (test or train set), with optional shuffling and binarization.
EmnistDataSetIterator.Set - Enum in org.deeplearning4j.datasets.iterator.impl
EMNIST dataset has multiple different subsets.
EmnistFetcher - Class in org.deeplearning4j.base
Downloader for EMNIST dataset
EmnistFetcher(EmnistDataSetIterator.Set) - Constructor for class org.deeplearning4j.base.EmnistFetcher
 
enableHttps(boolean) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
 
encode() - Method in interface org.deeplearning4j.api.storage.Persistable
 
encode(ByteBuffer) - Method in interface org.deeplearning4j.api.storage.Persistable
Encode this persistable in to a ByteBuffer
encode(OutputStream) - Method in interface org.deeplearning4j.api.storage.Persistable
Encode this persistable in to an output stream
encodingLengthBytes() - Method in interface org.deeplearning4j.api.storage.Persistable
Length of the encoding, in bytes, when using Persistable.encode() Length may be different using Persistable.encode(OutputStream), due to things like stream headers
evaluationCalibrationToHtml(EvaluationCalibration) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
 
EvaluationTools - Class in org.deeplearning4j.evaluation
Tools for evaluation and rendering ROC and ROCMultiClass results
exampleCount - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
exportevaluationCalibrationToHtmlFile(EvaluationCalibration, File) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
Given a EvaluationCalibration instance, export the charts to a stand-alone HTML file
exportRocChartsToHtmlFile(ROC, File) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
Given a ROC chart, export the ROC chart and precision vs.
exportRocChartsToHtmlFile(ROCMultiClass, File) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
Given a ROCMultiClass chart, export the ROC chart and precision vs.

F

fetch(int) - Method in class org.deeplearning4j.datasets.fetchers.IrisDataFetcher
 
fetch(int) - Method in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
fetcher - Variable in class org.deeplearning4j.datasets.fetchers.EmnistDataFetcher
 
fetcher - Variable in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
FILE_DIR - Variable in class org.deeplearning4j.base.MnistFetcher
 
finalMomentum - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
finalMomentum - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
finalMomentum - Variable in class org.deeplearning4j.plot.Tsne
 
fit() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
fit(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
fit(INDArray, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne
fOrder - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
frame - Variable in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 

G

getAllStaticInfos(String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get all static informations for the given session and type ID
getAllUpdatesAfter(String, String, String, long) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get all updates for the given session and worker ID, that occur after (not including) the given timestamp.
getAllUpdatesAfter(String, String, long) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get all updates for the given session ID (all worker IDs), that occur after (not including) the given timestamp.
getBaseDir() - Method in class org.deeplearning4j.base.MnistFetcher
 
getCols() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
Number of columns per image.
getCount() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
 
getCurrentIndex() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
The current entry index.
getData() - Method in class org.deeplearning4j.plot.BarnesHutTsne
Return the matrix reduce to the NDim.
getEntryLength() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
Number of bytes for each entry.
getEntryLength() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
 
getExtraMetaData() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Get extra metadata, if any
getFirstPart() - Method in class org.deeplearning4j.ui.UiConnectionInfo
This method returns scheme, address and port for this UiConnectionInfo i.e: https://localhost:8080
getFullAddress(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo
 
getFullAddress() - Method in class org.deeplearning4j.ui.UiConnectionInfo
 
getGradientsViewArray() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getHeaderSize() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
 
getHeaderSize() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
 
getImage() - Method in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
getImages() - Method in class org.deeplearning4j.datasets.mnist.MnistManager
Get the underlying images file as MnistImageFile.
getInitTypeClass() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Full class name for the initialization information that will be posted.
getLabels() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
getLabels() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
getLabels() - Method in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
getLabels() - Method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the labels as a List
getLabels(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the label assignments for the given set as a List
getLabels() - Method in class org.deeplearning4j.datasets.mnist.MnistManager
Get the underlying labels file as MnistLabelFile.
getLabels() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
getLabelsArray(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the label assignments for the given set as a character array.
getLabelsArrays() - Method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the labels as a character array
getLatestUpdate(String, String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get the latest update record (i.e., update record with the largest timestamp value) for the specified session and worker IDs
getLatestUpdateAllWorkers(String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get the latest update for all workers, for the given session ID
getListeners() - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get a list (shallow copy) of all listeners currently present
getMagicNumber() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
MNIST DB files start with unique integer number.
getMagicNumber() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
 
getMagicNumber() - Method in class org.deeplearning4j.datasets.mnist.MnistLabelFile
 
getName() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getName() - Method in class org.deeplearning4j.base.MnistFetcher
 
getNameLabel(String) - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getNewDestination(String, boolean) - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getNumDataSets() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
getNumDimensions() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getNumExamplesTotal() - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getNumExamplesToTrainOn() - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getNumTestExamples() - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getNumUpdateRecordsFor(String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Return the number of update records for the given session ID (all workers)
getNumUpdateRecordsFor(String, String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Return the number of update records for the given session ID and worker ID
getOptimizer() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getParam(String) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getPathLabel(String) - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getPerplexity() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getPreProcessor() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
getRouter() - Method in interface org.deeplearning4j.api.storage.StatsStorageRouterProvider
 
getRows() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
Number of rows per image.
getSecondPart() - Method in class org.deeplearning4j.ui.UiConnectionInfo
 
getSecondPart(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo
 
getSessionID() - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
getSessionID() - Method in interface org.deeplearning4j.api.storage.Persistable
Get the session id
getSessionID() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Session ID for the metadata
getSimiarlityFunction() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getStaticInfo(String, String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get the static info for the given session and worker IDs, or null if no such static info has been reported
getStorageMetaData(String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get the session metadata, if any has been registered via StatsStorageRouter.putStorageMetaData(StorageMetaData)
getStorageRouter() - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
getTest() - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getTestFileLabelsFilename() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFileLabelsFilename() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFileLabelsFilename_unzipped() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFileLabelsFilename_unzipped() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFileLabelsMD5() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFileLabelsMD5() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFileLabelsURL() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFileLabelsURL() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFilesFilename() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFilesFilename() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFilesFilename_unzipped() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFilesFilename_unzipped() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFilesMD5() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFilesMD5() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTestFilesURL() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTestFilesURL() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTheta() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
getTimeStamp() - Method in interface org.deeplearning4j.api.storage.Persistable
Get when this was created.
getTimeStamp() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Timestamp for the metadata
getTrain() - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
getTrainingFileLabelsFilename() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFileLabelsFilename() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFileLabelsFilename_unzipped() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFileLabelsFilename_unzipped() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFileLabelsMD5() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFileLabelsMD5() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFileLabelsURL() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFileLabelsURL() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFilesFilename() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFilesFilename() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFilesFilename_unzipped() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFilesFilename_unzipped() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFilesMD5() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFilesMD5() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTrainingFilesURL() - Method in class org.deeplearning4j.base.EmnistFetcher
 
getTrainingFilesURL() - Method in class org.deeplearning4j.base.MnistFetcher
 
getTypeID() - Method in interface org.deeplearning4j.api.storage.Persistable
Get the type id
getTypeID() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Type ID for the metadata
getUpdate(String, String, String, long) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get the specified update (or null, if none exists for the given session/worker ids and timestamp)
getUpdateTypeClass() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Full class name for the update information that will be posted.
getWorkerID() - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
getWorkerID() - Method in interface org.deeplearning4j.api.storage.Persistable
Get the worker id
getWorkerID() - Method in interface org.deeplearning4j.api.storage.StorageMetaData
Worker ID for the metadata
gradient(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
gradient() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
gradientAndScore() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
gunzipFile(File, File) - Static method in class org.deeplearning4j.base.MnistFetcher
 

H

handlers - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
hasNext() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
hasNext() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
hasNext() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
hasNext() - Method in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
hasNext() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
hasNext() - Method in class org.deeplearning4j.parallelism.AsyncIterator
 
hBeta(INDArray, double) - Method in class org.deeplearning4j.plot.Tsne
Computes a gaussian kernel given a vector of squared distance distances
HEIGHT - Static variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 

I

imageTransform - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
init() - Method in class org.deeplearning4j.plot.BarnesHutTsne
Init the model
init() - Method in class org.deeplearning4j.plot.Tsne
 
initialMomentum - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
initialMomentum - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
initialMomentum - Variable in class org.deeplearning4j.plot.Tsne
 
initParams() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
input() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
inputColumns() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
inputColumns() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
inputColumns() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
interleavedCounter - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
interleavedPutter - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
invertDistanceMetric(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
iris() - Static method in class org.deeplearning4j.datasets.DataSets
 
iris(int) - Static method in class org.deeplearning4j.datasets.DataSets
 
IrisDataFetcher - Class in org.deeplearning4j.datasets.fetchers
 
IrisDataFetcher() - Constructor for class org.deeplearning4j.datasets.fetchers.IrisDataFetcher
 
IrisDataSetIterator - Class in org.deeplearning4j.datasets.iterator.impl
 
IrisDataSetIterator(int, int) - Constructor for class org.deeplearning4j.datasets.iterator.impl.IrisDataSetIterator
IrisDataSetIterator handles traversing through the Iris Data Set.
IrisUtils - Class in org.deeplearning4j.base
 
isBalanced(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Are the labels balanced in the training set (that is: are the number of examples for each label equal?)
isClosed() - Method in interface org.deeplearning4j.api.storage.StatsStorage
 
isEmpty() - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
isEmpty() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
isInvert() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
iterate(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
iterationListener - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
iterator - Variable in class org.deeplearning4j.parallelism.AsyncIterator
 
iterator() - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
iterator() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported

L

labelIndex - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
labelIndexTo - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
last - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
learningRate(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
learningRate - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
learningRate - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
learningRate(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
learningRate - Variable in class org.deeplearning4j.plot.Tsne
 
LFWDataSetIterator - Class in org.deeplearning4j.datasets.iterator.impl
 
LFWDataSetIterator(int[]) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads subset of images with given imgDim returned by the generator.
LFWDataSetIterator(int, int) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, numExamples returned by the generator.
LFWDataSetIterator(int, int, int[]) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, numExamples, imgDim returned by the generator.
LFWDataSetIterator(int, int[], boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, imgDim, useSubset, returned by the generator.
LFWDataSetIterator(int, int, int[], boolean, double) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, numExamples, imgDim, train, & splitTrainTest returned by the generator.
LFWDataSetIterator(int, int, int, boolean, double) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, numExamples, numLabels, train, & splitTrainTest returned by the generator.
LFWDataSetIterator(int, int, int[], int, boolean, boolean, double, Random) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, numExamples, imgDim, numLabels, useSubset, train, splitTrainTest & Random returned by the generator.
LFWDataSetIterator(int, int, int[], int, boolean, PathLabelGenerator, boolean, double, Random) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Loads images with given batchSize, numExamples, imgDim, numLabels, useSubset, train, splitTrainTest & Random returned by the generator.
LFWDataSetIterator(int, int, int[], int, boolean, PathLabelGenerator, boolean, double, ImageTransform, Random) - Constructor for class org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
Create LFW data specific iterator
listSessionIDs() - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get a list of all sessions stored by this storage backend
listTypeIDsForSession(String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Get the list of type IDs for the given session ID
listWorkerIDsForSession(String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
For a given session ID, list all of the known worker IDs
listWorkerIDsForSessionAndType(String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
For a given session ID and type ID, list all of the known worker IDs
LoadAndDraw - Class in org.deeplearning4j.datasets.mnist.draw
 
loadConfigGuess(String) - Static method in class org.deeplearning4j.util.ModelGuesser
Load the model from the given file path
loadConfigGuess(InputStream) - Static method in class org.deeplearning4j.util.ModelGuesser
Load the model from the given input stream
loader - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
loadFromMetaData(RecordMetaData) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
Load a single example to a DataSet, using the provided RecordMetaData.
loadFromMetaData(List<RecordMetaData>) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
Load a multiple examples to a DataSet, using the provided RecordMetaData instances.
loadFromMetaData(RecordMetaData) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
Load a single example to a DataSet, using the provided RecordMetaData.
loadFromMetaData(List<RecordMetaData>) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
Load a multiple sequence examples to a DataSet, using the provided RecordMetaData instances.
loadFromMetaData(RecordMetaData) - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Load a single sequence example to a DataSet, using the provided RecordMetaData.
loadFromMetaData(List<RecordMetaData>) - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Load a multiple sequence examples to a DataSet, using the provided RecordMetaData instances.
loadIris(int, int) - Static method in class org.deeplearning4j.base.IrisUtils
 
loadModelGuess(String) - Static method in class org.deeplearning4j.util.ModelGuesser
Load the model from the given file path
loadModelGuess(InputStream) - Static method in class org.deeplearning4j.util.ModelGuesser
Load the model from the given input stream
loadNormalizer(InputStream) - Static method in class org.deeplearning4j.util.ModelGuesser
loadNormalizer(String) - Static method in class org.deeplearning4j.util.ModelGuesser
LOCAL_DIR_NAME - Static variable in class org.deeplearning4j.base.EmnistFetcher
 
LOCAL_DIR_NAME - Static variable in class org.deeplearning4j.base.MnistFetcher
 
LocalUnstructuredDataFormatter - Class in org.deeplearning4j.datasets.rearrange
Rearrange an unstructured dataset in to split test/train on the file system
LocalUnstructuredDataFormatter(File, File, LocalUnstructuredDataFormatter.LabelingType, double) - Constructor for class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
LocalUnstructuredDataFormatter.LabelingType - Enum in org.deeplearning4j.datasets.rearrange
 
log - Static variable in class org.deeplearning4j.base.MnistFetcher
 
logger - Static variable in class org.deeplearning4j.plot.Tsne
 

M

MagicQueue<T> - Class in org.deeplearning4j.parallelism
Deprecated.
MagicQueue(int, int, MagicQueue.Type) - Constructor for class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
MagicQueue.Builder - Class in org.deeplearning4j.parallelism
Deprecated.
 
MagicQueue.Mode - Enum in org.deeplearning4j.parallelism
Deprecated.
 
MagicQueue.Type - Enum in org.deeplearning4j.parallelism
Deprecated.
 
main(String[]) - Static method in class org.deeplearning4j.datasets.mnist.draw.LoadAndDraw
 
man - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
maxIter - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
maxIter - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
maxIter - Variable in class org.deeplearning4j.plot.Tsne
 
maxNumBatches - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
minGain(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
minGain - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
minGain - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
minGain(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
minGain - Variable in class org.deeplearning4j.plot.Tsne
 
mnist() - Static method in class org.deeplearning4j.datasets.DataSets
 
mnist(int) - Static method in class org.deeplearning4j.datasets.DataSets
 
MNIST_ROOT - Static variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
MnistDataFetcher - Class in org.deeplearning4j.datasets.fetchers
Data fetcher for the MNIST dataset
MnistDataFetcher(boolean) - Constructor for class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
Constructor telling whether to binarize the dataset or not
MnistDataFetcher(boolean, boolean, boolean, long) - Constructor for class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
MnistDataFetcher() - Constructor for class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
MnistDataSetIterator - Class in org.deeplearning4j.datasets.iterator.impl
Mnist data applyTransformToDestination iterator.
MnistDataSetIterator(int, int) - Constructor for class org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator
 
MnistDataSetIterator(int, int, boolean) - Constructor for class org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator
Get the specified number of examples for the MNIST training data set.
MnistDataSetIterator(int, boolean, int) - Constructor for class org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator
Constructor to get the full MNIST data set (either test or train sets) without binarization (i.e., just normalization into range of 0 to 1), with shuffling based on a random seed.
MnistDataSetIterator(int, int, boolean, boolean, boolean, long) - Constructor for class org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator
Get the specified number of MNIST examples (test or train set), with optional shuffling and binarization.
MnistDbFile - Class in org.deeplearning4j.datasets.mnist
MNIST database file containing entries that can represent image or label data.
MnistDbFile(String, String) - Constructor for class org.deeplearning4j.datasets.mnist.MnistDbFile
Creates new instance and reads the header information.
MnistFetcher - Class in org.deeplearning4j.base
 
MnistFetcher() - Constructor for class org.deeplearning4j.base.MnistFetcher
 
MnistImageFile - Class in org.deeplearning4j.datasets.mnist
MNIST database image file.
MnistImageFile(String, String) - Constructor for class org.deeplearning4j.datasets.mnist.MnistImageFile
Creates new MNIST database image file ready for reading.
MnistLabelFile - Class in org.deeplearning4j.datasets.mnist
MNIST database label file.
MnistLabelFile(String, String) - Constructor for class org.deeplearning4j.datasets.mnist.MnistLabelFile
Creates new MNIST database label file ready for reading.
MnistManager - Class in org.deeplearning4j.datasets.mnist
Utility class for working with the MNIST database.
MnistManager(String, String, boolean) - Constructor for class org.deeplearning4j.datasets.mnist.MnistManager
Constructs an instance managing the two given data files.
MnistManager(String, String, int) - Constructor for class org.deeplearning4j.datasets.mnist.MnistManager
 
MnistManager(String, String) - Constructor for class org.deeplearning4j.datasets.mnist.MnistManager
 
mode - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
ModelGuesser - Class in org.deeplearning4j.util
Guess a model from the given path
ModelGuesser() - Constructor for class org.deeplearning4j.util.ModelGuesser
 
momentum - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
momentum - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
momentum - Variable in class org.deeplearning4j.plot.Tsne
 

N

next(int) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
next() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
next() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
next(int) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
next() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
next(int) - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
next() - Method in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
next(int) - Method in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
next() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
Move to the next entry.
next() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
next(int) - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
next() - Method in class org.deeplearning4j.parallelism.AsyncIterator
 
nextBucket - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
nextElement - Variable in class org.deeplearning4j.parallelism.AsyncIterator
 
nextImage() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
Move the cursor to the next image.
normalize(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
normalize - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
normalize - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
normalize(boolean) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
normalize - Variable in class org.deeplearning4j.plot.Tsne
 
notify(StatsStorageEvent) - Method in interface org.deeplearning4j.api.storage.StatsStorageListener
Notify will be called whenever an event (new information posted, etc) occurs.
NUM_EXAMPLES - Static variable in class org.deeplearning4j.datasets.fetchers.IrisDataFetcher
 
NUM_EXAMPLES - Static variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
NUM_EXAMPLES_TEST - Static variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
numberOfBuckets - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
numDimension(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
numExamples() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
numExamples() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
numExamples - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
numExamples - Variable in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
numExamples() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
numExamplesTest(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the number of test examples for the specified subset
numExamplesTrain(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the number of training examples for the specified subset
numLabels(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.base.EmnistFetcher
 
numLabels(EmnistDataSetIterator.Set) - Static method in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
Get the number of labels for the specified subset
numParams() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
numParams(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
numPossibleLabels - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 

O

offer(T) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
offer(T, long, TimeUnit) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
oneIndexed - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
order - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
org.deeplearning4j.api.storage - package org.deeplearning4j.api.storage
 
org.deeplearning4j.api.storage.impl - package org.deeplearning4j.api.storage.impl
 
org.deeplearning4j.api.storage.listener - package org.deeplearning4j.api.storage.listener
 
org.deeplearning4j.base - package org.deeplearning4j.base
 
org.deeplearning4j.datasets - package org.deeplearning4j.datasets
 
org.deeplearning4j.datasets.datavec - package org.deeplearning4j.datasets.datavec
 
org.deeplearning4j.datasets.datavec.exception - package org.deeplearning4j.datasets.datavec.exception
 
org.deeplearning4j.datasets.fetchers - package org.deeplearning4j.datasets.fetchers
 
org.deeplearning4j.datasets.iterator.impl - package org.deeplearning4j.datasets.iterator.impl
 
org.deeplearning4j.datasets.mnist - package org.deeplearning4j.datasets.mnist
 
org.deeplearning4j.datasets.mnist.draw - package org.deeplearning4j.datasets.mnist.draw
 
org.deeplearning4j.datasets.rearrange - package org.deeplearning4j.datasets.rearrange
 
org.deeplearning4j.datasets.test - package org.deeplearning4j.datasets.test
 
org.deeplearning4j.datasets.vectorizer - package org.deeplearning4j.datasets.vectorizer
 
org.deeplearning4j.evaluation - package org.deeplearning4j.evaluation
 
org.deeplearning4j.parallelism - package org.deeplearning4j.parallelism
 
org.deeplearning4j.plot - package org.deeplearning4j.plot
 
org.deeplearning4j.ui - package org.deeplearning4j.ui
 
org.deeplearning4j.util - package org.deeplearning4j.util
 
overshot - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 

P

params() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
paramTable() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
paramTable(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
peek() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
perplexity(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
perplexity - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
perplexity - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
perplexity(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
perplexity - Variable in class org.deeplearning4j.plot.Tsne
 
Persistable - Interface in org.deeplearning4j.api.storage
Created by Alex on 07/10/2016.
plot(INDArray, int, List<String>, String) - Method in class org.deeplearning4j.plot.BarnesHutTsne
plot(INDArray, int, List<String>, String) - Method in class org.deeplearning4j.plot.Tsne
 
poll(long, TimeUnit) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method is supposed to be called from managed thread, attached to specific device.
poll() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method is supposed to be called from managed thread, attached to specific device.
preProcessor - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
preProcessor - Variable in class org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator
 
prev() - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
Move to the previous entry.
prevImage() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
Move the cursor to the previous image.
put(T) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
putStaticInfo(Persistable) - Method in class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
putStaticInfo(Collection<? extends Persistable>) - Method in class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
putStaticInfo(Persistable) - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
putStaticInfo(Collection<? extends Persistable>) - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
putStaticInfo(Persistable) - Method in interface org.deeplearning4j.api.storage.StatsStorageRouter
Static info: reported once per session, upon initialization
putStaticInfo(Collection<? extends Persistable>) - Method in interface org.deeplearning4j.api.storage.StatsStorageRouter
Static info: reported once per session, upon initialization
putStorageMetaData(StorageMetaData) - Method in class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
putStorageMetaData(Collection<? extends StorageMetaData>) - Method in class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
putStorageMetaData(StorageMetaData) - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
putStorageMetaData(Collection<? extends StorageMetaData>) - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
putStorageMetaData(StorageMetaData) - Method in interface org.deeplearning4j.api.storage.StatsStorageRouter
Method to store some additional metadata for each session.
putStorageMetaData(Collection<? extends StorageMetaData>) - Method in interface org.deeplearning4j.api.storage.StatsStorageRouter
 
putUpdate(Persistable) - Method in class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
putUpdate(Collection<? extends Persistable>) - Method in class org.deeplearning4j.api.storage.impl.CollectionStatsStorageRouter
 
putUpdate(Persistable) - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
putUpdate(Collection<? extends Persistable>) - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
putUpdate(Persistable) - Method in interface org.deeplearning4j.api.storage.StatsStorageRouter
Updates: stored multiple times per session (periodically, for example)
putUpdate(Collection<? extends Persistable>) - Method in interface org.deeplearning4j.api.storage.StatsStorageRouter
Updates: stored multiple times per session (periodically, for example)

R

RawMnistDataSetIterator - Class in org.deeplearning4j.datasets.iterator.impl
Mnist data with scaled pixels
RawMnistDataSetIterator(int, int) - Constructor for class org.deeplearning4j.datasets.iterator.impl.RawMnistDataSetIterator
 
readImage() - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
Reads the image at the current position.
readImage() - Method in class org.deeplearning4j.datasets.mnist.MnistManager
Reads the current image.
readImagesUnsafe(int) - Method in class org.deeplearning4j.datasets.mnist.MnistImageFile
Read the specified number of images from the current position, to a byte[nImages][rows*cols] Note that MNIST data set is stored as unsigned bytes; this method returns signed bytes without conversion (i.e., same bits, but requires conversion before use)
readImageUnsafe(int) - Method in class org.deeplearning4j.datasets.mnist.MnistManager
 
readjustToData() - Method in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
readLabel() - Method in class org.deeplearning4j.datasets.mnist.MnistLabelFile
Reads the integer at the current position.
readLabel() - Method in class org.deeplearning4j.datasets.mnist.MnistManager
Reads the current label.
readLabel(int) - Method in class org.deeplearning4j.datasets.mnist.MnistManager
 
readLabels(int) - Method in class org.deeplearning4j.datasets.mnist.MnistLabelFile
Read the specified number of labels from the current position
realMin - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
realMin - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
realMin - Variable in class org.deeplearning4j.plot.Tsne
 
rearrange() - Method in class org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter
 
recordReader - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator - Class in org.deeplearning4j.datasets.datavec
Record reader dataset iterator
RecordReaderDataSetIterator(RecordReader, WritableConverter, int) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator(RecordReader, int) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator(RecordReader, int, int, int) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
Main constructor for classification.
RecordReaderDataSetIterator(RecordReader, WritableConverter, int, int, int, boolean) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator(RecordReader, WritableConverter, int, int, int) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator(RecordReader, int, int, int, int) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator(RecordReader, int, int, int, boolean) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
Main constructor for multi-label regression (i.e., regression with multiple outputs)
RecordReaderDataSetIterator(RecordReader, WritableConverter, int, int, int, int, boolean) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
RecordReaderDataSetIterator(RecordReader, WritableConverter, int, int, int, int, int, boolean) - Constructor for class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
Main constructor
RecordReaderMultiDataSetIterator - Class in org.deeplearning4j.datasets.datavec
RecordReaderMultiDataSetIterator: A MultiDataSetIterator for data from one or more RecordReaders and SequenceRecordReaders
The idea: generate multiple inputs and multiple outputs from one or more Sequence/RecordReaders.
RecordReaderMultiDataSetIterator.AlignmentMode - Enum in org.deeplearning4j.datasets.datavec
When dealing with time series data of different lengths, how should we align the input/labels time series? For equal length: use EQUAL_LENGTH For sequence classification: use ALIGN_END
RecordReaderMultiDataSetIterator.Builder - Class in org.deeplearning4j.datasets.datavec
 
registerStatsStorageListener(StatsStorageListener) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Add a new StatsStorageListener.
regression - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
remainingCapacity() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
RemoteUIStatsStorageRouter - Class in org.deeplearning4j.api.storage.impl
Asynchronously post all updates to a remote UI that has remote listening enabled.
Typically used with UIServer (don't forget to enable remote listener support - UIServer.getInstance().enableRemoteListener()
RemoteUIStatsStorageRouter(String) - Constructor for class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
Create remote UI with defaults for all values except address
RemoteUIStatsStorageRouter(String, int, long, double) - Constructor for class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
RemoteUIStatsStorageRouter(String, String, int, long, double) - Constructor for class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter
 
remove() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
remove() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
remove() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
remove() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
remove() - Method in class org.deeplearning4j.parallelism.AsyncIterator
 
remove(Object) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
remove(Object) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
remove() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
removeAll(Collection<?>) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
removeAll(Collection<?>) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
removeAllListeners() - Method in interface org.deeplearning4j.api.storage.StatsStorage
Remove all listeners from the StatsStorage instance
reset() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
reset() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
reset() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
reset() - Method in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
reset() - Method in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
reset() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
resetSupported() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
resetSupported() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
resetSupported() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
resetSupported() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
retainAll(Collection<?>) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
retainAll(Collection<?>) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
rng - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
rocChartToHtml(ROC) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
Given a ROC instance, render the ROC chart and precision vs.
rocChartToHtml(ROCMultiClass) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
Given a ROCMultiClass instance, render the ROC chart and precision vs.
rocChartToHtml(ROCMultiClass, List<String>) - Static method in class org.deeplearning4j.evaluation.EvaluationTools
Given a ROCMultiClass instance and (optionally) names for each class, render the ROC chart to a stand-alone HTML file (returned as a String)
RoutingIterationListener - Interface in org.deeplearning4j.api.storage.listener
An extension of the IterationListener interface for those listeners that pass data off to a StatsStorageRouter instance.

S

saveAsFile(List<String>, String) - Method in class org.deeplearning4j.plot.BarnesHutTsne
Save the model as a file with a csv format, adding the label as the last column.
score() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
sequenceAlignmentMode(RecordReaderMultiDataSetIterator.AlignmentMode) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
Set the sequence alignment mode for all sequences
sequenceIter - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
SequenceRecordReaderDataSetIterator - Class in org.deeplearning4j.datasets.datavec
Sequence record reader data set iterator Given a record reader (and optionally another record reader for the labels) generate time series (sequence) data sets.
Supports padding for one-to-many and many-to-one type data loading (i.e., with different number of inputs vs.
SequenceRecordReaderDataSetIterator(SequenceRecordReader, SequenceRecordReader, int, int) - Constructor for class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Constructor where features and labels come from different RecordReaders (for example, different files), and labels are for classification.
SequenceRecordReaderDataSetIterator(SequenceRecordReader, SequenceRecordReader, int, int, boolean) - Constructor for class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Constructor where features and labels come from different RecordReaders (for example, different files)
SequenceRecordReaderDataSetIterator(SequenceRecordReader, SequenceRecordReader, int, int, boolean, SequenceRecordReaderDataSetIterator.AlignmentMode) - Constructor for class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Constructor where features and labels come from different RecordReaders (for example, different files)
SequenceRecordReaderDataSetIterator(SequenceRecordReader, int, int, int) - Constructor for class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Constructor where features and labels come from the SAME RecordReader (i.e., target/label is a column in the same data as the features).
SequenceRecordReaderDataSetIterator(SequenceRecordReader, int, int, int, boolean) - Constructor for class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
Constructor where features and labels come from the SAME RecordReader (i.e., target/label is a column in the same data as the features)
SequenceRecordReaderDataSetIterator.AlignmentMode - Enum in org.deeplearning4j.datasets.datavec
Alignment mode for dealing with input/labels of differing lengths (for example, one-to-many and many-to-one type situations).
sessionExists(String) - Method in interface org.deeplearning4j.api.storage.StatsStorage
Check if the specified session ID exists or not
setAddress(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
 
setBackpropGradientsViewArray(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setCapacityPerFlow(int) - Method in class org.deeplearning4j.parallelism.MagicQueue.Builder
Deprecated.
This method defines, how
setCollectMetaData(boolean) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
When set to true: metadata for the current examples will be present in the returned DataSet.
setConf(NeuralNetConfiguration) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setCurrent(int) - Method in class org.deeplearning4j.datasets.mnist.MnistManager
Set the position to be read.
setCurrentIndex(long) - Method in class org.deeplearning4j.datasets.mnist.MnistDbFile
Set the required current entry index.
setData(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setFinalMomentum(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
setFinalMomentum(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
setInitialMomentum(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
setInitialMomentum(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
setInvert(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setListeners(Collection<IterationListener>) - Method in class org.deeplearning4j.plot.BarnesHutTsne
Set the IterationListeners for the ComputationGraph (and all layers in the network)
setListeners(IterationListener...) - Method in class org.deeplearning4j.plot.BarnesHutTsne
Set the IterationListeners for the ComputationGraph (and all layers in the network)
setLogin(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
 
setMaxIter(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
setMaxIter(int) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
setMode(MagicQueue.Mode) - Method in class org.deeplearning4j.parallelism.MagicQueue.Builder
Deprecated.
 
setMomentum(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
setMomentum(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
setNumberOfBuckets(int) - Method in class org.deeplearning4j.parallelism.MagicQueue.Builder
Deprecated.
 
setNumDimensions(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setParam(String, INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setParams(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setParamsViewArray(INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setParamTable(Map<String, INDArray>) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setPassword(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
 
setPath(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
If you're using UiServer as servlet, located not at root folder of webserver (i.e.
setPort(int) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
 
setPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
setPreProcessor(MultiDataSetPreProcessor) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator
 
setPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
setPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
setRealMin(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
setRealMin(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
setSessionID(String) - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
setSessionId(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder
This method allows you to specify sessionId for this UiConnectionInfo instance PLEASE NOTE: This is not recommended.
setSessionId(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo
 
setSimiarlityFunction(String) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
setStorageRouter(StatsStorageRouter) - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
setSwitchMomentumIteration(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
setSwitchMomentumIteration(int) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
setType(MagicQueue.Type) - Method in class org.deeplearning4j.parallelism.MagicQueue.Builder
Deprecated.
 
setWorkerID(String) - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener
 
shouldWork - Variable in class org.deeplearning4j.parallelism.AsyncIterator
 
shuffle - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
shutdown() - Method in class org.deeplearning4j.parallelism.AsyncIterator
 
similarityFunction(String) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
size() - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
size() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method returns average queue size for all devices
size(int) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
start() - Method in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
StatsStorage - Interface in org.deeplearning4j.api.storage
A general-purpose stats storage mechanism, for storing stats information (mainly used for iteration listeners).
StatsStorageEvent - Class in org.deeplearning4j.api.storage
StatsStorageEvent: use with StatsStorageListener to specify when the state of the StatsStorage implementation changes.
Note that depending on the StatsStorageListener.EventType, some of the field may be null.
StatsStorageEvent() - Constructor for class org.deeplearning4j.api.storage.StatsStorageEvent
 
StatsStorageListener - Interface in org.deeplearning4j.api.storage
A listener interface, so that classes can be notified of changes to a StatsStorage implementation
StatsStorageListener.EventType - Enum in org.deeplearning4j.api.storage
 
StatsStorageRouter - Interface in org.deeplearning4j.api.storage
StatsStorageRouter is intended to route static info, metadata and updates somewhere - generally to a StatsStorage implementation.
StatsStorageRouterProvider - Interface in org.deeplearning4j.api.storage
Simple interface to provide a StatsStorageRouter.
step(INDArray, int) - Method in class org.deeplearning4j.plot.BarnesHutTsne
An individual iteration
stopLyingIteration(int) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
stopLyingIteration - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
stopLyingIteration - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
stopLyingIteration(int) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
stopLyingIteration - Variable in class org.deeplearning4j.plot.Tsne
 
StorageMetaData - Interface in org.deeplearning4j.api.storage
StorageMetaData: contains metadata (such at types, and arbitrary custom serializable data) for storage
StorageType - Enum in org.deeplearning4j.api.storage
Type of storage information
switchMomentumIteration - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
switchMomentumIteration - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
switchMomentumIteration - Variable in class org.deeplearning4j.plot.Tsne
 
symmetrized(INDArray, INDArray, INDArray) - Method in class org.deeplearning4j.plot.BarnesHutTsne
Symmetrize the value matrix

T

take() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 
TEMP_ROOT - Static variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
terminator - Variable in class org.deeplearning4j.parallelism.AsyncIterator
 
TestDataSetIterator - Class in org.deeplearning4j.datasets.test
Track number of times the dataset iterator has been called
TestDataSetIterator(DataSetIterator) - Constructor for class org.deeplearning4j.datasets.test.TestDataSetIterator
 
testFileLabelsFilename_unzipped - Static variable in class org.deeplearning4j.base.MnistFetcher
 
testFilesFilename_unzipped - Static variable in class org.deeplearning4j.base.MnistFetcher
 
theta(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
thread - Variable in class org.deeplearning4j.parallelism.AsyncIterator
 
timeSeriesRandomOffset(boolean, long) - Method in class org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.Builder
For use with timeseries trained with tbptt In a given minbatch, shorter time series are padded and appropriately masked to be the same length as the longest time series.
title - Variable in class org.deeplearning4j.datasets.mnist.draw.DrawReconstruction
 
toArray() - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
toArray(T[]) - Method in class org.deeplearning4j.parallelism.ConcurrentHashSet
 
toArray() - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
toArray(T[]) - Method in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
This method isn't supported
tolerance(double) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
tolerance - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
tolerance - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
tolerance(double) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
tolerance - Variable in class org.deeplearning4j.plot.Tsne
 
totalExamples() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
totalExamples() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
totalExamples() - Method in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
totalExamples() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
totalOutcomes() - Method in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
totalOutcomes() - Method in class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator
 
totalOutcomes() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator
 
train - Variable in class org.deeplearning4j.datasets.fetchers.MnistDataFetcher
 
train - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
trainingFileLabelsFilename_unzipped - Static variable in class org.deeplearning4j.base.MnistFetcher
 
trainingFilesFilename_unzipped - Static variable in class org.deeplearning4j.base.MnistFetcher
 
Tsne - Class in org.deeplearning4j.plot
dl4j port of original t-sne algorithm described/implemented by van der Maaten and Hinton
Tsne(int, double, double, double, double, double, int, boolean, boolean, int, double, double, boolean, double) - Constructor for class org.deeplearning4j.plot.Tsne
 
Tsne.Builder - Class in org.deeplearning4j.plot
 
type - Variable in class org.deeplearning4j.parallelism.MagicQueue
Deprecated.
 

U

UiConnectionInfo - Class in org.deeplearning4j.ui
POJO describing the location and credentials for DL4j UiServer instance
UiConnectionInfo() - Constructor for class org.deeplearning4j.ui.UiConnectionInfo
 
UiConnectionInfo.Builder - Class in org.deeplearning4j.ui
 
update(Gradient) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
update(INDArray, String) - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
useAdaGrad(boolean) - Method in class org.deeplearning4j.plot.BarnesHutTsne.Builder
 
useAdaGrad - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
useAdaGrad - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
useAdaGrad(boolean) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
useAdaGrad - Variable in class org.deeplearning4j.plot.Tsne
 
useCurrent - Variable in class org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator
 
usePca - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
usePca - Variable in class org.deeplearning4j.plot.Tsne.Builder
 
usePca(boolean) - Method in class org.deeplearning4j.plot.Tsne.Builder
 
usePca - Variable in class org.deeplearning4j.plot.Tsne
 
useSpecialPreProcessCifar - Variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 

V

validateInput() - Method in class org.deeplearning4j.plot.BarnesHutTsne
 
valueOf(String) - Static method in enum org.deeplearning4j.api.storage.StatsStorageListener.EventType
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.api.storage.StorageType
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.AlignmentMode
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator.AlignmentMode
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator.Set
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter.LabelingType
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.parallelism.MagicQueue.Mode
Deprecated.
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.parallelism.MagicQueue.Type
Deprecated.
Returns the enum constant of this type with the specified name.
values() - Static method in enum org.deeplearning4j.api.storage.StatsStorageListener.EventType
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.api.storage.StorageType
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.datasets.datavec.RecordReaderMultiDataSetIterator.AlignmentMode
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator.AlignmentMode
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.datasets.iterator.impl.EmnistDataSetIterator.Set
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.datasets.rearrange.LocalUnstructuredDataFormatter.LabelingType
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.parallelism.MagicQueue.Mode
Deprecated.
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.parallelism.MagicQueue.Type
Deprecated.
Returns an array containing the constants of this enum type, in the order they are declared.
vectorize() - Method in interface org.deeplearning4j.datasets.vectorizer.Vectorizer
Vectorizes the input source in to a dataset
Vectorizer - Interface in org.deeplearning4j.datasets.vectorizer
A Vectorizer at its essence takes an input source and converts it to a matrix for neural network consumption.

W

WIDTH - Static variable in class org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator
 
writeImageToPpm(int[][], String) - Static method in class org.deeplearning4j.datasets.mnist.MnistManager
Writes the given image in the given file using the PPM data format.

Y

Y - Variable in class org.deeplearning4j.plot.BarnesHutTsne
 
Y - Variable in class org.deeplearning4j.plot.Tsne
 
Y_GRAD - Static variable in class org.deeplearning4j.plot.BarnesHutTsne
 

Z

ZeroLengthSequenceException - Exception in org.deeplearning4j.datasets.datavec.exception
Unchecked exception, thrown to signify that a zero-length sequence data set was encountered.
ZeroLengthSequenceException() - Constructor for exception org.deeplearning4j.datasets.datavec.exception.ZeroLengthSequenceException
 
ZeroLengthSequenceException(String) - Constructor for exception org.deeplearning4j.datasets.datavec.exception.ZeroLengthSequenceException
 
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