A B C D E G H I L M N O P R S T U V

A

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.test.TestDataSetIterator

B

batch() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

buffer - Variable in class org.deeplearning4j.parallelism.AsyncIterator

build() - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder

Builder() - Constructor for class org.deeplearning4j.ui.UiConnectionInfo.Builder

C

clone() - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener

close() - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter

close() - Method in interface org.deeplearning4j.api.storage.StatsStorage

Close any open resources (files, etc)

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

D

DataSetLoader - Interface in org.deeplearning4j.api.loader

An interface for loading DataSets from a Source

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.

E

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

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.

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.

getAllUpdateTimes(String, String, String) - Method in interface org.deeplearning4j.api.storage.StatsStorage

List the times of all updates for the specified sessionID, typeID and workerID

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

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.test.TestDataSetIterator

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

getNumDataSets() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

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

getRouter() - Method in interface org.deeplearning4j.api.storage.StatsStorageRouterProvider

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

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

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

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)

getUpdates(String, String, String, long[]) - Method in interface org.deeplearning4j.api.storage.StatsStorage

Get updates for the specified times only

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

H

hasNext() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

hasNext() - Method in class org.deeplearning4j.parallelism.AsyncIterator

I

inputColumns() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

isClosed() - Method in interface org.deeplearning4j.api.storage.StatsStorage

iterator - Variable in class org.deeplearning4j.parallelism.AsyncIterator

L

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

load(Source) - Method in class org.deeplearning4j.api.loader.impl.RecordReaderFileBatchLoader

load(Source) - Method in class org.deeplearning4j.api.loader.impl.SerializedDataSetLoader

load(Source) - Method in class org.deeplearning4j.api.loader.impl.SerializedMultiDataSetLoader

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

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.

loadModelGuess(InputStream, File) - Static method in class org.deeplearning4j.util.ModelGuesser

As per ModelGuesser.loadModelGuess(InputStream) but (optionally) allows copying to the specified temporary directory

loadNormalizer(InputStream) - Static method in class org.deeplearning4j.util.ModelGuesser

A facade for ModelSerializer.restoreNormalizerFromInputStream(InputStream)

loadNormalizer(String) - Static method in class org.deeplearning4j.util.ModelGuesser

A facade for ModelSerializer.restoreNormalizerFromFile(File)

M

ModelGuesser - Class in org.deeplearning4j.util

Guess a model from the given path

ModelGuesser() - Constructor for class org.deeplearning4j.util.ModelGuesser

ModelGuesserException - Exception in org.deeplearning4j.util

ModelGuesserException(String) - Constructor for exception org.deeplearning4j.util.ModelGuesserException

ModelGuesserException(String, Throwable) - Constructor for exception org.deeplearning4j.util.ModelGuesserException

ModelGuesserException(Throwable) - Constructor for exception org.deeplearning4j.util.ModelGuesserException

MultiDataSetLoader - Interface in org.deeplearning4j.api.loader

An interface for loading MultiDataSets from a Source

N

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

nextElement - Variable in class org.deeplearning4j.parallelism.AsyncIterator

notify(StatsStorageEvent) - Method in interface org.deeplearning4j.api.storage.StatsStorageListener

Notify will be called whenever an event (new information posted, etc) occurs.

O

org.deeplearning4j.api.loader - package org.deeplearning4j.api.loader

org.deeplearning4j.api.loader.impl - package org.deeplearning4j.api.loader.impl

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.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.ui - package org.deeplearning4j.ui

org.deeplearning4j.util - package org.deeplearning4j.util

P

Persistable - Interface in org.deeplearning4j.api.storage

Created by Alex on 07/10/2016.

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

RecordReaderFileBatchLoader - Class in org.deeplearning4j.api.loader.impl

A dataset loader for use with FileBatch objects.

RecordReaderFileBatchLoader(RecordReader, int, int, int) - Constructor for class org.deeplearning4j.api.loader.impl.RecordReaderFileBatchLoader

Main constructor for classification.

RecordReaderFileBatchLoader(RecordReader, int, int, int, boolean) - Constructor for class org.deeplearning4j.api.loader.impl.RecordReaderFileBatchLoader

Main constructor for multi-label regression (i.e., regression with multiple outputs).

RecordReaderFileBatchLoader(RecordReader, int, int, int, int, boolean, DataSetPreProcessor) - Constructor for class org.deeplearning4j.api.loader.impl.RecordReaderFileBatchLoader

Main constructor

registerStatsStorageListener(StatsStorageListener) - Method in interface org.deeplearning4j.api.storage.StatsStorage

Add a new StatsStorageListener.

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.test.TestDataSetIterator

remove() - Method in class org.deeplearning4j.parallelism.AsyncIterator

removeAllListeners() - Method in interface org.deeplearning4j.api.storage.StatsStorage

Remove all listeners from the StatsStorage instance

reset() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

resetSupported() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

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 TrainingListener interface for those listeners that pass data off to a StatsStorageRouter instance.

S

SerializedDataSetLoader - Class in org.deeplearning4j.api.loader.impl

Loads DataSets using DataSet.load(InputStream)

SerializedDataSetLoader() - Constructor for class org.deeplearning4j.api.loader.impl.SerializedDataSetLoader

SerializedMultiDataSetLoader - Class in org.deeplearning4j.api.loader.impl

Loads DataSets using MultiDataSet.load(InputStream)

SerializedMultiDataSetLoader() - Constructor for class org.deeplearning4j.api.loader.impl.SerializedMultiDataSetLoader

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

setLogin(String) - Method in class org.deeplearning4j.ui.UiConnectionInfo.Builder

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.test.TestDataSetIterator

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

setStorageRouter(StatsStorageRouter) - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener

setWorkerID(String) - Method in interface org.deeplearning4j.api.storage.listener.RoutingIterationListener

shouldWork - Variable in class org.deeplearning4j.parallelism.AsyncIterator

shutdown() - Method in class org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter

shutdown() - Method in class org.deeplearning4j.parallelism.AsyncIterator

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.

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

T

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

thread - Variable in class org.deeplearning4j.parallelism.AsyncIterator

totalOutcomes() - Method in class org.deeplearning4j.datasets.test.TestDataSetIterator

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

V

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.

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.

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.

A B C D E G H I L M N O P R S T U V