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

A

activationFunction - Variable in class org.deeplearning4j.models.rntn.RNTN

addToken(VocabWord) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

addToken(VocabWord) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Adds a token to the cache

addWordsToDoc(int, List<VocabWord>) - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

addWordsToDoc(int, List<VocabWord>) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addWordsToDoc(int, List<VocabWord>) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

addWordToDoc(int, VocabWord) - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

addWordToDoc(int, VocabWord) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Add word to a document

addWordToDoc(int, VocabWord) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

addWordToIndex(int, String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

addWordToIndex(int, String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

allDocs() - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

allDocs() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns a list of all documents

allDocs() - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

analogy(String, String, String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

analogyWords(String, String, String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Brings back a list of words that are analagous to the 3 words presented in vector space

analyzer(Analyzer) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

ancestor(int, Tree) - Method in class org.deeplearning4j.models.rntn.Tree

Returns the ancestor of the given tree

ApiConfiguration - Class in org.deeplearning4j.plot.dropwizard

Api Configuration

ApiConfiguration() - Constructor for class org.deeplearning4j.plot.dropwizard.ApiConfiguration

ApiResource - Class in org.deeplearning4j.plot.dropwizard

Api Resource

ApiResource(String) - Constructor for class org.deeplearning4j.plot.dropwizard.ApiResource

asExample(Window, Word2Vec) - Static method in class org.deeplearning4j.text.movingwindow.WindowConverter

Converts a window (each word in the window) in to a vector.

asExampleArray(Window, Word2Vec, boolean) - Static method in class org.deeplearning4j.text.movingwindow.WindowConverter

Converts a window (each word in the window) in to a vector.

asExampleMatrix(Window, Word2Vec) - Static method in class org.deeplearning4j.text.movingwindow.WindowConverter

asTokens() - Method in class org.deeplearning4j.text.movingwindow.Window

B

BagOfWordsVectorizer - Class in org.deeplearning4j.bagofwords.vectorizer

Bag of words vectorizer.

BagOfWordsVectorizer() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

BagOfWordsVectorizer(VocabCache, TokenizerFactory, List<String>, int, int, DocumentIterator, SentenceIterator, List<String>, InvertedIndex) - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

BagOfWordsVectorizer.Builder - Class in org.deeplearning4j.bagofwords.vectorizer

BaseSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

Creates a baseline default.

BaseSentenceIterator(SentencePreProcessor) - Constructor for class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

BaseSentenceIterator() - Constructor for class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

BaseTextVectorizer - Class in org.deeplearning4j.bagofwords.vectorizer

Base text vectorizer for handling creation of vocab

BaseTextVectorizer() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

BaseTextVectorizer(VocabCache, TokenizerFactory, List<String>, int, int, DocumentIterator, SentenceIterator, List<String>, InvertedIndex) - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

basicCategory(String) - Method in class org.deeplearning4j.models.rntn.RNTN

batch() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

BinarizeTreeTransformer - Class in org.deeplearning4j.text.corpora.treeparser

Binarizes trees.

BinarizeTreeTransformer() - Constructor for class org.deeplearning4j.text.corpora.treeparser.BinarizeTreeTransformer

build() - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

build() - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

build() - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

build() - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

build() - Method in class org.deeplearning4j.models.word2vec.Huffman

build() - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

build() - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

Builder() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

Builder - Class in org.deeplearning4j.bagofwords.vectorizer

Builder() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.Builder

Builder() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

Builder() - Constructor for class org.deeplearning4j.models.rntn.RNTN.Builder

Builder() - Constructor for class org.deeplearning4j.models.word2vec.Word2Vec.Builder

Builder() - Constructor for class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

buildTree(TreebankNode, Pair<String, MultiDimensionalMap<Integer, Integer, String>>, List<String>) - Static method in class org.deeplearning4j.text.corpora.treeparser.TreeFactory

Builds a tree recursively adding the children as necessary

buildTree(TreebankNode) - Static method in class org.deeplearning4j.text.corpora.treeparser.TreeFactory

Builds a tree recursively adding the children as necessary

buildVocab() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Builds the vocabulary for training

C

cache - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

cache - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

cache(VocabCache) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

cache(VocabCache) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

cache - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

cacheDocsInMemory(boolean) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

children() - Method in class org.deeplearning4j.models.rntn.Tree

classForScore(Double) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

classify(String) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

Classifies the given text

classify(CAS) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

classify(Sentence) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

clone() - Method in class org.deeplearning4j.models.rntn.Tree

CollapseUnaries - Class in org.deeplearning4j.text.corpora.treeparser

Collapse unaries such that the tree is only made of preterminals and leaves.

CollapseUnaries() - Constructor for class org.deeplearning4j.text.corpora.treeparser.CollapseUnaries

CollectionSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

CollectionSentenceIterator(SentencePreProcessor, Collection<String>) - Constructor for class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

CollectionSentenceIterator(Collection<String>) - Constructor for class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

compareTo(VocabWord) - Method in class org.deeplearning4j.models.word2vec.VocabWord

ConcurrentTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

OpenNLP Tokenizer annotator.

ConcurrentTokenizer() - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

Initializes a new instance.

connect(List<Tree>) - Method in class org.deeplearning4j.models.rntn.Tree

Connects the given trees and sets the parents of the children

containsWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns true if the cache contains the given word

containsWord(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns true if the cache contains the given word

ContextLabelRetriever - Class in org.deeplearning4j.text.movingwindow

Context Label Retriever

coords() - Method in class org.deeplearning4j.plot.dropwizard.ApiResource

countDown() - Method in class org.deeplearning4j.models.word2vec.StreamWork

countDown() - Method in class org.deeplearning4j.models.word2vec.VocabWork

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

countTokens() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

The number of tokens in the tokenizer

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.UimaTokenizer

create() - Method in class org.deeplearning4j.bagofwords.vectorizer.DefaultInputStreamCreator

create() - Method in interface org.deeplearning4j.models.word2vec.InputStreamCreator

Create an input stream

create(String) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

create(InputStream) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

create(String) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.PosUimaTokenizerFactory

create(InputStream) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.PosUimaTokenizerFactory

create(String) - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

The tokenizer to createComplex

create(InputStream) - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

Create a tokenizer based on an input stream

create(String) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

create(InputStream) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

createWithPath(String) - Static method in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

Creates a uima sentence iterator with the given path

currentFile - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

currentLabel() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareDocumentIterator

Returns the current label

currentLabel() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

currentLabel() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Returns the current label for nextSentence()

currentLabel() - Method in interface org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareSentenceIterator

Returns the current label for nextSentence()

currentLabel() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareUimaSentenceIterator

Returns the current label for nextSentence()

currLineIterator - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

cursor() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

cursor() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

D

defaultAnalysisEngine() - Static method in class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

defaultAnalysisEngine() - Static method in class org.deeplearning4j.text.tokenization.tokenizerfactory.PosUimaTokenizerFactory

defaultAnalysisEngine() - Static method in class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

Creates a tokenization,/stemming pipeline

DefaultInputStreamCreator - Class in org.deeplearning4j.bagofwords.vectorizer

Created by agibsonccc on 10/20/14.

DefaultInputStreamCreator(DocumentIterator) - Constructor for class org.deeplearning4j.bagofwords.vectorizer.DefaultInputStreamCreator

DefaultInvertedIndex - Class in org.deeplearning4j.text.invertedindex

Created by agibsonccc on 10/21/14.

DefaultInvertedIndex() - Constructor for class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

DefaultStreamTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

Tokenizer based on the StreamTokenizer

DefaultStreamTokenizer(InputStream) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

DefaultTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

DefaultTokenizer(String) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

DefaultTokenizerFactory - Class in org.deeplearning4j.text.tokenization.tokenizerfactory

Default tokenizer based on string tokenizer or stream tokenizer

DefaultTokenizerFactory() - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

depth() - Method in class org.deeplearning4j.models.rntn.Tree

Finds the depth of the tree.

depth(Tree) - Method in class org.deeplearning4j.models.rntn.Tree

Returns the distance between this node and the specified subnode

destroy() - Method in class org.deeplearning4j.text.annotator.PoStagger

Releases allocated resources.

destroy() - Method in class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

Releases allocated resources.

dir(Directory) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

disableLogging() - Static method in class org.deeplearning4j.text.movingwindow.Util

distance(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

docAppearedIn(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

docAppearedIn(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Count of documents a word appeared in

docIter - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

docIter - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

document(int) - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

document(int) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns a list of words for a document

document(int) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

DocumentIterator - Interface in org.deeplearning4j.text.documentiterator

Document Iterator: iterate over input streams

documents(VocabWord) - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

documents(VocabWord) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns the list of documents a vocab word is in

documents(VocabWord) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

E

EndingPreProcessor - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

Gets rid of endings: ed,ing, ly, s, .

EndingPreProcessor() - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.EndingPreProcessor

equals(Object) - Method in class org.deeplearning4j.models.rntn.Tree

equals(Object) - Method in class org.deeplearning4j.models.word2vec.VocabWord

error() - Method in class org.deeplearning4j.models.rntn.Tree

Returns the prediction error for this node

errorSum() - Method in class org.deeplearning4j.models.rntn.Tree

Returns the total prediction error for this tree and its children

eval(RNTN, List<Tree>) - Method in class org.deeplearning4j.models.rntn.RNTNEval

extract(String) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

F

fetch(int) - Method in class org.deeplearning4j.datasets.loader.ReutersNewsGroupsLoader

Fetches the next dataset.

fetch(int) - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

file - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

FileDocumentIterator - Class in org.deeplearning4j.text.documentiterator

Iterate over files

FileDocumentIterator(String) - Constructor for class org.deeplearning4j.text.documentiterator.FileDocumentIterator

FileDocumentIterator(File) - Constructor for class org.deeplearning4j.text.documentiterator.FileDocumentIterator

fileIterator - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

FileSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

FileSentenceIterator(SentencePreProcessor, File) - Constructor for class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

Takes a single file or directory

FileSentenceIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

findHead(Tree) - Method in class org.deeplearning4j.text.corpora.treeparser.HeadWordFinder

Finds the bottom most head

findHead2(Tree) - Method in class org.deeplearning4j.text.corpora.treeparser.HeadWordFinder

finish() - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

finish() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Finishes saving data

finish() - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

finish() - Method in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Allows for any finishing (closing of input streams or the like)

finish() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Allows for any finishing (closing of input streams or the like)

firstChild() - Method in class org.deeplearning4j.models.rntn.Tree

fit() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

fit() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Train the model

fit(List<Tree>) - Method in class org.deeplearning4j.models.rntn.RNTN

Trains the network on this mini batch

fit() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Train the model

forwardPropagateTree(Tree) - Method in class org.deeplearning4j.models.rntn.RNTN

This is the method to call for assigning labels and node vectors to the Tree.

G

get() - Method in class org.deeplearning4j.plot.dropwizard.RenderResource

getAnalysisEngine() - Method in class org.deeplearning4j.text.uima.UimaResource

getB() - Method in class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

getBatch() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getBegin() - Method in class org.deeplearning4j.models.rntn.Tree

getBegin() - Static method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getBegin() - Method in class org.deeplearning4j.text.movingwindow.Window

getBinaryClassification(String, String) - Method in class org.deeplearning4j.models.rntn.RNTN

getBinaryINDArray(String, String) - Method in class org.deeplearning4j.models.rntn.RNTN

getBinaryTransform(String, String) - Method in class org.deeplearning4j.models.rntn.RNTN

getCache() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getCache() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getCache() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

getCasPool() - Method in class org.deeplearning4j.text.uima.UimaResource

getChanged() - Method in class org.deeplearning4j.models.word2vec.actor.SentenceMessage

getChangeTracker() - Method in class org.deeplearning4j.models.word2vec.actor.VocabMessage

getChildren() - Method in class org.deeplearning4j.models.rntn.Tree

getClassWForNode(Tree) - Method in class org.deeplearning4j.models.rntn.RNTN

getCodeLength() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getCodes() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getCoordPath() - Method in class org.deeplearning4j.plot.dropwizard.ApiConfiguration

getCount() - Method in class org.deeplearning4j.models.word2vec.StreamWork

getCount() - Method in class org.deeplearning4j.models.word2vec.VocabWork

getDescription(String) - Static method in class org.deeplearning4j.text.annotator.PoStagger

getDescription() - Static method in class org.deeplearning4j.text.annotator.SentenceAnnotator

getDescription() - Static method in class org.deeplearning4j.text.annotator.StemmerAnnotator

getDescription(String) - Static method in class org.deeplearning4j.text.annotator.StemmerAnnotator

getDescription(String) - Static method in class org.deeplearning4j.text.annotator.TokenizerAnnotator

getDescription() - Static method in class org.deeplearning4j.text.annotator.TokenizerAnnotator

getDocIter() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getEnd() - Method in class org.deeplearning4j.models.rntn.Tree

getEnd() - Static method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getEnd() - Method in class org.deeplearning4j.text.movingwindow.Window

getFeatureVector(String) - Method in class org.deeplearning4j.models.rntn.RNTN

getFiles() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getFloat(byte[]) - Static method in class org.deeplearning4j.models.word2vec.loader.Word2VecLoader

Read float from byte array, credit to: Credit to: https://github.com/NLPchina/Word2VEC_java/blob/master/src/com/ansj/vec/Word2VEC.java

getFocusWord() - Method in class org.deeplearning4j.text.movingwindow.Window

getHeadWord() - Method in class org.deeplearning4j.models.rntn.Tree

getI() - Method in class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

getINDArrayForNode(Tree) - Method in class org.deeplearning4j.models.rntn.RNTN

getIndex() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getIs() - Method in class org.deeplearning4j.models.word2vec.StreamWork

getLabel() - Method in class org.deeplearning4j.text.movingwindow.Window

getLabels() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getLayerSize() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getLayerSize() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

getLearningRate(int, double) - Method in class org.deeplearning4j.models.word2vec.VocabWord

getLeaves() - Method in class org.deeplearning4j.models.rntn.Tree

Gets the leaves of the tree.

getLeaves(List<T>) - Method in class org.deeplearning4j.models.rntn.Tree

Gets the leaves of the tree.

getLeft() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getMedian() - Method in class org.deeplearning4j.text.movingwindow.Window

getMinWordFrequency() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getNumParameters() - Method in class org.deeplearning4j.models.rntn.RNTN

getParameters() - Method in class org.deeplearning4j.models.rntn.RNTN

getParser() - Static method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

getPoints() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

getPreProcessor() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

getResource() - Method in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

getRight() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getRng() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

getSentence() - Method in class org.deeplearning4j.models.word2vec.actor.SentenceMessage

getSentence() - Method in class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

getSentenceIter() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

getSentenceIterator() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getStopWords() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getStopWords() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

getStopWords() - Static method in class org.deeplearning4j.text.stopwords.StopWords

getSyn0() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

getSyn1() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

getTokenizer() - Static method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

getTokenizerFactory() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getTokenizerFactory() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

getTokens() - Method in class org.deeplearning4j.models.rntn.Tree

getTokens() - Method in class org.deeplearning4j.models.word2vec.actor.VocabMessage

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

getTokens() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

Returns a list of all the tokens

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.UimaTokenizer

getTreebankTrees(String) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

Gets trees from text.

getTrees(String, SentencePreProcessor) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

Gets trees from text.

getTrees(String) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

Gets trees from text.

getTrees(String) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeVectorizer

Vectorizes the passed in sentences

getTreesWithLabels(String, String, List<String>) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

Gets trees from text.

getTreesWithLabels(String, List<String>) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeParser

Gets trees from text.

getTreesWithLabels(String, String, List<String>) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeVectorizer

Vectorizes the passed in sentences

getTreesWithLabels(String, List<String>) - Method in class org.deeplearning4j.text.corpora.treeparser.TreeVectorizer

Vectorizes the passed in sentences

getType() - Method in class org.deeplearning4j.models.rntn.Tree

The type of node; mainly extra meta data

getUimaResource() - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

getUnaryClassification(String) - Method in class org.deeplearning4j.models.rntn.RNTN

getValue() - Method in class org.deeplearning4j.models.rntn.RNTN

getValueGradient(int) - Method in class org.deeplearning4j.models.rntn.RNTN

getVec() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

getVocabWord(String) - Method in class org.deeplearning4j.models.rntn.RNTN

getWForNode(Tree) - Method in class org.deeplearning4j.models.rntn.RNTN

getWindow() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

getWindowSize() - Method in class org.deeplearning4j.text.movingwindow.Window

getWord() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getWord(int) - Method in class org.deeplearning4j.text.movingwindow.Window

getWordFrequency() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getWords() - Method in class org.deeplearning4j.text.movingwindow.Window

getWordVector(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Get the word vector for a given matrix

getWordVectorMatrix(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Get the word vector for a given matrix

getWordVectorMatrixNormalized(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Returns the word vector divided by the norm2 of the array

getWork() - Method in class org.deeplearning4j.models.word2vec.VocabWork

goldLabel() - Method in class org.deeplearning4j.models.rntn.Tree

H

hashCode() - Method in class org.deeplearning4j.models.rntn.Tree

hashCode() - Method in class org.deeplearning4j.models.word2vec.VocabWord

hasMore() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

hasMoreTokens() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

An iterator for tracking whether more tokens are left in the iterator not

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.UimaTokenizer

hasNext() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Returns true if the iteration has more elements.

hasNext() - Method in class org.deeplearning4j.text.corpora.treeparser.TreeIterator

Returns true if the iteration has more elements.

hasNext() - Method in interface org.deeplearning4j.text.documentiterator.DocumentIterator

Whether there are anymore documents in the iterator

hasNext() - Method in class org.deeplearning4j.text.documentiterator.FileDocumentIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Same idea as Iterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

hasNext() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Same idea as Iterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

hasToken(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

hasToken(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns whether the cache contains this token or not

hasWord(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Returns true if the model has this word in the vocab

HeadWordFinder - Class in org.deeplearning4j.text.corpora.treeparser

Copyright (c) 2007-2008, Regents of the University of Colorado
All rights reserved.

HeadWordFinder(boolean) - Constructor for class org.deeplearning4j.text.corpora.treeparser.HeadWordFinder

HeadWordFinder() - Constructor for class org.deeplearning4j.text.corpora.treeparser.HeadWordFinder

Huffman - Class in org.deeplearning4j.models.word2vec

Huffman tree builder

Huffman(Collection<VocabWord>) - Constructor for class org.deeplearning4j.models.word2vec.Huffman

I

increment() - Method in class org.deeplearning4j.models.word2vec.VocabWord

increment(int) - Method in class org.deeplearning4j.models.word2vec.VocabWord

incrementDocCount(String, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

incrementDocCount(String, int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the document count

incrementTotalDocCount() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

incrementTotalDocCount(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

incrementTotalDocCount() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the doc count

incrementTotalDocCount(int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the doc count

incrementWordCount(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Increment the count for the given word

incrementWordCount(String, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Increment the count for the given word by the amount increment

incrementWordCount(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the count for the given word

incrementWordCount(String, int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the count for the given word by the amount increment

index() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

index - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

index(InvertedIndex) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

index() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Inverted index

indexDir(File) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

indexOf(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

indexOf(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns the index of a given word

indexOf(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the index of a given word

initialize(Bootstrap<ApiConfiguration>) - Method in class org.deeplearning4j.plot.dropwizard.ApiResource

Initializes the application bootstrap.

initialize(Bootstrap<ApiConfiguration>) - Method in class org.deeplearning4j.plot.dropwizard.RenderApplication

initialize(UimaContext) - Method in class org.deeplearning4j.text.annotator.PoStagger

Initializes the current instance with the given context.

initialize(UimaContext) - Method in class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

Initializes the current instance with the given context.

InMemoryLookupCache - Class in org.deeplearning4j.models.word2vec.wordstore.inmemory

In memory lookup cache for smaller datasets

InMemoryLookupCache(int) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

InMemoryLookupCache(int, int) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Initialization constructor for pre loaded models

InMemoryLookupCache(int, boolean) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

InMemoryLookupCache(int, boolean, double, RandomGenerator) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

InMemoryLookupCache(int, boolean, double) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

inputColumns() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

inputColumns() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

InputHomogenization - Class in org.deeplearning4j.text.inputsanitation

Performs some very basic textual transformations such as word shape, lower casing, and stripping of punctuation

InputHomogenization(String) - Constructor for class org.deeplearning4j.text.inputsanitation.InputHomogenization

Input text to applyTransformToOrigin

InputHomogenization(String, boolean) - Constructor for class org.deeplearning4j.text.inputsanitation.InputHomogenization

InputHomogenization(String, List<String>) - Constructor for class org.deeplearning4j.text.inputsanitation.InputHomogenization

InputStreamCreator - Interface in org.deeplearning4j.models.word2vec

Created by agibsonccc on 10/19/14.

InvertedIndex - Interface in org.deeplearning4j.text.invertedindex

An inverted index for mapping words to documents and documents to words

isBeginLabel() - Method in class org.deeplearning4j.text.movingwindow.Window

isEndLabel() - Method in class org.deeplearning4j.text.movingwindow.Window

isLeaf() - Method in class org.deeplearning4j.models.rntn.Tree

Returns whether the node has any children or not

isPreTerminal() - Method in class org.deeplearning4j.models.rntn.Tree

Node has one child that is a leaf

iterate(DocumentIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

iterate(SentenceIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

iterate(DocumentIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

iterate(SentenceIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

iterate(VocabWord, VocabWord) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Train the word vector on the given words

iterate(VocabWord, VocabWord) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Iterate on the given 2 vocab words

iterate(VocabWord, VocabWord) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Iterate on the given 2 vocab words

iterations(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

L

label() - Method in class org.deeplearning4j.models.rntn.Tree

LabelAwareDocumentIterator - Interface in org.deeplearning4j.text.documentiterator

Created by agibsonccc on 10/18/14.

LabelAwareFileSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator.labelaware

Label aware sentence iterator

LabelAwareFileSentenceIterator(SentencePreProcessor, File) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

Takes a single file or directory

LabelAwareFileSentenceIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

LabelAwareListSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator.labelaware

Iterates over an input stream with the textual format: label delimiter text

LabelAwareListSentenceIterator(InputStream, String, int, int) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Initializes the sentence iterator with the given args, note that this will close the input stream for you

LabelAwareListSentenceIterator(InputStream) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Same as calling (is,\t,0,1)

LabelAwareListSentenceIterator(InputStream, String) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Same as calling (is,\t,0,1)

LabelAwareSentenceIterator - Interface in org.deeplearning4j.text.sentenceiterator.labelaware

SentenceIterator that is aware of its label.

LabelAwareUimaSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator.labelaware

Uima sentence iterator that is aware of the current file

LabelAwareUimaSentenceIterator(SentencePreProcessor, String, UimaResource) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareUimaSentenceIterator

LabelAwareUimaSentenceIterator(String, AnalysisEngine) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareUimaSentenceIterator

labels - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

labels - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

labels(List<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

lastChild() - Method in class org.deeplearning4j.models.rntn.Tree

layerSize - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

layerSize(int) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

layerSize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

learningRate(double) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

LineSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

Each line is a sentence

LineSentenceIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

load(InputStream) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

loadCodes(int[]) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Loads the co-occurrences for the given codes

loadCodes(int[]) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Loads the co-occurrences for the given codes

loadGoogleBinary(String) - Static method in class org.deeplearning4j.models.word2vec.loader.Word2VecLoader

Loads the google model

loadVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

loadVocab() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Load vocab

LuceneInvertedIndex - Class in org.deeplearning4j.text.invertedindex

Lucene based inverted index

LuceneInvertedIndex(VocabCache, boolean) - Constructor for class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

LuceneInvertedIndex.Builder - Class in org.deeplearning4j.text.invertedindex

M

main(String[]) - Static method in class org.deeplearning4j.plot.dropwizard.RenderApplication

main(String[]) - Static method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

matchesAnyStopWord(List<String>, String) - Static method in class org.deeplearning4j.text.movingwindow.Util

minWordFrequency - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

minWordFrequency - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

minWordFrequency(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

minWords(int) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

N

NEWSGROUP_URL - Static variable in class org.deeplearning4j.datasets.loader.ReutersNewsGroupsLoader

next() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

next(int) - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Like the standard next method but allows a customizable number of examples returned

next() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Returns the next element in the iteration.

next() - Method in class org.deeplearning4j.text.corpora.treeparser.TreeIterator

Returns the next element in the iteration.

nextDocument() - Method in interface org.deeplearning4j.text.documentiterator.DocumentIterator

Get the next document

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.FileDocumentIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Gets the next sentence or null if there's nothing left (Do yourself a favor and check hasNext() )

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

nextSentence() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Gets the next sentence or null if there's nothing left (Do yourself a favor and check hasNext() )

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

nextToken() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

The next token (word usually) in the string

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.UimaTokenizer

none() - Static method in class org.deeplearning4j.models.word2vec.VocabWord

numDocuments() - Method in class org.deeplearning4j.text.invertedindex.DefaultInvertedIndex

numDocuments() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns the number of documents

numDocuments() - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

numExamples() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

numWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns the number of words in the cache

numWords() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the number of words in the cache

numWordsEncountered() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

numWordsEncountered() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Returns the number of words encountered so far

O

onReceive(Object) - Method in class org.deeplearning4j.models.word2vec.actor.SentenceActor

To be implemented by concrete UntypedActor, this defines the behavior of the UntypedActor.

onReceive(Object) - Method in class org.deeplearning4j.models.word2vec.actor.VocabActor

org.deeplearning4j.bagofwords.vectorizer - package org.deeplearning4j.bagofwords.vectorizer

org.deeplearning4j.datasets.iterator - package org.deeplearning4j.datasets.iterator

org.deeplearning4j.datasets.loader - package org.deeplearning4j.datasets.loader

org.deeplearning4j.models.rntn - package org.deeplearning4j.models.rntn

org.deeplearning4j.models.word2vec - package org.deeplearning4j.models.word2vec

org.deeplearning4j.models.word2vec.actor - package org.deeplearning4j.models.word2vec.actor

org.deeplearning4j.models.word2vec.iterator - package org.deeplearning4j.models.word2vec.iterator

org.deeplearning4j.models.word2vec.loader - package org.deeplearning4j.models.word2vec.loader

org.deeplearning4j.models.word2vec.wordstore - package org.deeplearning4j.models.word2vec.wordstore

org.deeplearning4j.models.word2vec.wordstore.inmemory - package org.deeplearning4j.models.word2vec.wordstore.inmemory

org.deeplearning4j.plot.dropwizard - package org.deeplearning4j.plot.dropwizard

org.deeplearning4j.text.annotator - package org.deeplearning4j.text.annotator

org.deeplearning4j.text.corpora.sentiwordnet - package org.deeplearning4j.text.corpora.sentiwordnet

org.deeplearning4j.text.corpora.treeparser - package org.deeplearning4j.text.corpora.treeparser

org.deeplearning4j.text.corpora.treeparser.transformer - package org.deeplearning4j.text.corpora.treeparser.transformer

org.deeplearning4j.text.documentiterator - package org.deeplearning4j.text.documentiterator

org.deeplearning4j.text.inputsanitation - package org.deeplearning4j.text.inputsanitation

org.deeplearning4j.text.invertedindex - package org.deeplearning4j.text.invertedindex

org.deeplearning4j.text.movingwindow - package org.deeplearning4j.text.movingwindow

org.deeplearning4j.text.sentenceiterator - package org.deeplearning4j.text.sentenceiterator

org.deeplearning4j.text.sentenceiterator.labelaware - package org.deeplearning4j.text.sentenceiterator.labelaware

org.deeplearning4j.text.stopwords - package org.deeplearning4j.text.stopwords

org.deeplearning4j.text.tokenization.tokenizer - package org.deeplearning4j.text.tokenization.tokenizer

org.deeplearning4j.text.tokenization.tokenizer.preprocessor - package org.deeplearning4j.text.tokenization.tokenizer.preprocessor

org.deeplearning4j.text.tokenization.tokenizerfactory - package org.deeplearning4j.text.tokenization.tokenizerfactory

org.deeplearning4j.text.uima - package org.deeplearning4j.text.uima

output(List<Tree>) - Method in class org.deeplearning4j.models.rntn.RNTN

output the prediction probabilities for each tree

outputActivation - Variable in class org.deeplearning4j.models.rntn.RNTN

P

parallelCounter() - Static method in class org.deeplearning4j.text.movingwindow.Util

Returns a thread safe counter

paramAdaGrad - Variable in class org.deeplearning4j.models.rntn.RNTN

parent(Tree) - Method in class org.deeplearning4j.models.rntn.Tree

Returns the parent of the passed in tree via traversal

parent() - Method in class org.deeplearning4j.models.rntn.Tree

PARENT_NODE - Static variable in class org.deeplearning4j.models.word2vec.VocabWord

path - Variable in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

plotTsne() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Create a tsne plot

plotVocab(Tsne) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

plotVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Render the words via tsne

plotVocab(Tsne) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Render the words via tsne

plotVocab() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Render the words via tsne

PoStagger - Class in org.deeplearning4j.text.annotator

An OpenNLP POSTagger that uses the ClearTK type system.

PoStagger() - Constructor for class org.deeplearning4j.text.annotator.PoStagger

Initializes a new instance.

postProcessAnnotations(Span[], AnnotationFS[]) - Method in class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

PosUimaTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

Filter by part of speech tag.

PosUimaTokenizer(String, AnalysisEngine, Collection<String>) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

PosUimaTokenizerFactory - Class in org.deeplearning4j.text.tokenization.tokenizerfactory

Creates a tokenizer that filters by part of speech tags

PosUimaTokenizerFactory(Collection<String>) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.PosUimaTokenizerFactory

PosUimaTokenizerFactory(AnalysisEngine, Collection<String>) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.PosUimaTokenizerFactory

predict(List<Tree>) - Method in class org.deeplearning4j.models.rntn.RNTN

output the top level labels for each tree

prediction() - Method in class org.deeplearning4j.models.rntn.Tree

preProcess(String) - Method in interface org.deeplearning4j.text.sentenceiterator.SentencePreProcessor

preProcess(String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.EndingPreProcessor

preProcess(String) - Method in interface org.deeplearning4j.text.tokenization.tokenizer.TokenPreProcess

Pre process a token

preProcessor - Variable in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

process(CAS) - Method in class org.deeplearning4j.text.annotator.PoStagger

Performs pos-tagging on the given tcas object.

process(JCas) - Method in class org.deeplearning4j.text.annotator.SentenceAnnotator

process(JCas) - Method in class org.deeplearning4j.text.annotator.StemmerAnnotator

process(CAS) - Method in class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

process(String) - Method in class org.deeplearning4j.text.uima.UimaResource

Use the given analysis engine and process the given text You must release the return cas yourself

processToken(String, Set<String>, List<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.actor.VocabActor

putCode(int, INDArray) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

putCode(int, INDArray) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

putVector(String, INDArray) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Inserts a word vector

putVector(String, INDArray) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Inserts a word vector

putVocabWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

putVocabWord(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Inserts the word as a vocab word (it gets the vocab word from the internal token store).

R

randomTransformBlock() - Method in class org.deeplearning4j.models.rntn.RNTN

randomTransformMatrix() - Method in class org.deeplearning4j.models.rntn.RNTN

read(DataInputStream) - Method in class org.deeplearning4j.models.word2vec.VocabWord

reader(IndexReader) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

reader - Variable in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

readFloat(InputStream) - Static method in class org.deeplearning4j.models.word2vec.loader.Word2VecLoader

Credit to: https://github.com/NLPchina/Word2VEC_java/blob/master/src/com/ansj/vec/Word2VEC.java

release(CAS) - Method in class org.deeplearning4j.text.uima.UimaResource

remove() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Removes from the underlying collection the last element returned by this iterator (optional operation).

remove() - Method in class org.deeplearning4j.text.corpora.treeparser.TreeIterator

Removes from the underlying collection the last element returned by this iterator (optional operation).

RenderApplication - Class in org.deeplearning4j.plot.dropwizard

RenderApplication() - Constructor for class org.deeplearning4j.plot.dropwizard.RenderApplication

RenderResource - Class in org.deeplearning4j.plot.dropwizard

Created by agibsonccc on 10/8/14.

RenderResource() - Constructor for class org.deeplearning4j.plot.dropwizard.RenderResource

RenderView - Class in org.deeplearning4j.plot.dropwizard

Created by agibsonccc on 10/8/14.

RenderView() - Constructor for class org.deeplearning4j.plot.dropwizard.RenderView

reset() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

reset() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

reset() - Method in interface org.deeplearning4j.text.documentiterator.DocumentIterator

Reset the iterator to the beginning

reset() - Method in class org.deeplearning4j.text.documentiterator.FileDocumentIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

Resets the iterator to the beginning

reset() - Method in class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

reset() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Resets the iterator to the beginning

reset() - Method in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

resetWeights() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Reset the weights of the cache

resetWeights() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Reset the weights of the cache

retrieve() - Method in class org.deeplearning4j.text.uima.UimaResource

ReutersNewsGroupsDataSetIterator - Class in org.deeplearning4j.datasets.iterator

ReutersNewsGroupsDataSetIterator(int, int, boolean) - Constructor for class org.deeplearning4j.datasets.iterator.ReutersNewsGroupsDataSetIterator

ReutersNewsGroupsLoader - Class in org.deeplearning4j.datasets.loader

ReutersNewsGroupsLoader(boolean) - Constructor for class org.deeplearning4j.datasets.loader.ReutersNewsGroupsLoader

RNTN - Class in org.deeplearning4j.models.rntn

Recursive Neural INDArray Network by Socher et.

RNTN.Builder - Class in org.deeplearning4j.models.rntn

RNTNEval - Class in org.deeplearning4j.models.rntn

Recursive counter for an RNTN

RNTNEval() - Constructor for class org.deeplearning4j.models.rntn.RNTNEval

run(ApiConfiguration, Environment) - Method in class org.deeplearning4j.plot.dropwizard.ApiResource

run(ApiConfiguration, Environment) - Method in class org.deeplearning4j.plot.dropwizard.RenderApplication

S

saveVocab(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

saveVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

saveVocab() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Saves the vocab: this allow for reuse of word frequencies

score(String) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

Scores the text

score(CAS) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

score(Sentence) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

scoreTokens(List<Token>) - Method in class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

seed(long) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

segmenter() - Static method in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

Return a a sentence segmenter

SentenceActor - Class in org.deeplearning4j.models.word2vec.actor

Created by agibsonccc on 9/28/14.

SentenceActor(Word2Vec) - Constructor for class org.deeplearning4j.models.word2vec.actor.SentenceActor

SentenceAnnotator - Class in org.deeplearning4j.text.annotator

SentenceAnnotator() - Constructor for class org.deeplearning4j.text.annotator.SentenceAnnotator

sentenceIterator - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

sentenceIterator - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

SentenceIterator - Interface in org.deeplearning4j.text.sentenceiterator

A sentence iterator that knows how to iterate over sentence.

SentenceMessage - Class in org.deeplearning4j.models.word2vec.actor

SentenceMessage(String, AtomicLong) - Constructor for class org.deeplearning4j.models.word2vec.actor.SentenceMessage

SentencePreProcessor - Interface in org.deeplearning4j.text.sentenceiterator

sentences - Variable in class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

setActivationFunction(ActivationFunction) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setAdagradResetFrequency(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setAnalysisEngine(AnalysisEngine) - Method in class org.deeplearning4j.text.uima.UimaResource

setB(int) - Method in class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

setBegin(int) - Method in class org.deeplearning4j.models.rntn.Tree

setBegin(int) - Method in class org.deeplearning4j.text.movingwindow.Window

setBinaryClassificationSize(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setBinaryINd4jize(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setBinaryTransformSize(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setCache(VocabCache) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setCache(VocabCache) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

setCasPool(CasPool) - Method in class org.deeplearning4j.text.uima.UimaResource

setChanged(AtomicLong) - Method in class org.deeplearning4j.models.word2vec.actor.SentenceMessage

setChangeTracker(AtomicLong) - Method in class org.deeplearning4j.models.word2vec.actor.VocabMessage

setClassWeights(Map<Integer, Float>) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setCodeLength(int) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setCodes(int[]) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setCombineClassification(boolean) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setCoordPath(String) - Method in class org.deeplearning4j.plot.dropwizard.ApiConfiguration

setCount(AtomicInteger) - Method in class org.deeplearning4j.models.word2vec.StreamWork

setCount(AtomicInteger) - Method in class org.deeplearning4j.models.word2vec.VocabWork

setCountForDoc(String, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

setCountForDoc(String, int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Set the count for the number of documents the word appears in

setDocIter(DocumentIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setEnd(int) - Method in class org.deeplearning4j.models.rntn.Tree

setEnd(int) - Method in class org.deeplearning4j.text.movingwindow.Window

setError(double) - Method in class org.deeplearning4j.models.rntn.Tree

setFeatureVectors(Word2Vec) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setFeatureVectors(Map<String, INDArray>) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setGoldLabel(int) - Method in class org.deeplearning4j.models.rntn.Tree

setHeadWord(String) - Method in class org.deeplearning4j.models.rntn.Tree

setI(int) - Method in class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

setIndex(int) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setLabel(String) - Method in class org.deeplearning4j.models.rntn.Tree

setLabel(String) - Method in class org.deeplearning4j.text.movingwindow.Window

setLayerSize(int) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setLayerSize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

setLeft(VocabWord) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setLowerCasefeatureNames(boolean) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setMinWordFrequency(int) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setNumBinaryMatrices(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setNumHidden(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setNumUnaryMatrices(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setParameters(INDArray) - Method in class org.deeplearning4j.models.rntn.RNTN

setParams(INDArray, Iterator<? extends INDArray>...) - Method in class org.deeplearning4j.models.rntn.RNTN

Given a sequence of Iterators over a applyTransformToDestination of matrices, fill in all of the matrices with the entries in the theta vector.

setParent(Tree) - Method in class org.deeplearning4j.models.rntn.Tree

setParent(VocabWord) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setParse(String) - Method in class org.deeplearning4j.models.rntn.Tree

setPoints(int[]) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setPrediction(INDArray) - Method in class org.deeplearning4j.models.rntn.Tree

setPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Set a pre processor

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareListSentenceIterator

setPreProcessor(SentencePreProcessor) - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

setRandomFeatureVectors(boolean) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setRegTransformINDArray(double) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setRight(VocabWord) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setRng(RandomGenerator) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setRng(RandomGenerator) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

setScalingForInit(double) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setSentence(String) - Method in class org.deeplearning4j.models.word2vec.actor.SentenceMessage

setSentence(List<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

setSentenceIter(SentenceIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Note that calling a setter on this means assumes that this is a training continuation and therefore weights should not be reset.

setSentenceIterator(SentenceIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setSimplifiedModel(boolean) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setStem(Token, String) - Method in class org.deeplearning4j.text.annotator.StemmerAnnotator

setStopWords(List<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setSyn0(INDArray) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

setSyn1(INDArray) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

setTags(List<String>) - Method in class org.deeplearning4j.models.rntn.Tree

setTokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

setTokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.PosUimaTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

Set the token pre process

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.UimaTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.PosUimaTokenizerFactory

setTokenPreProcessor(TokenPreProcess) - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

Sets a token pre processor to be used with every tokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

setTokens(List<String>) - Method in class org.deeplearning4j.models.rntn.Tree

setTokens(List<String>) - Method in class org.deeplearning4j.models.word2vec.actor.VocabMessage

setType(String) - Method in class org.deeplearning4j.models.rntn.Tree

setUnaryClassificationSize(int) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setup() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

setUseTensors(boolean) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

setValue(String) - Method in class org.deeplearning4j.models.rntn.Tree

setVector(INDArray) - Method in class org.deeplearning4j.models.rntn.Tree

setWord(String) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setWords(List<String>) - Method in class org.deeplearning4j.text.movingwindow.Window

setWork(String) - Method in class org.deeplearning4j.models.word2vec.VocabWork

similarity(String, String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Returns the similarity of 2 words

similarWordsInVocabTo(String, double) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Find all words with a similar characters in the vocab

skipGram(int, List<VocabWord>, int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Train via skip gram

SkipGramMessage - Class in org.deeplearning4j.models.word2vec.actor

Created by agibsonccc on 9/16/14.

SkipGramMessage(int, int, List<VocabWord>) - Constructor for class org.deeplearning4j.models.word2vec.actor.SkipGramMessage

stats() - Method in class org.deeplearning4j.models.rntn.RNTNEval

StemmerAnnotator - Class in org.deeplearning4j.text.annotator

This class borrows from org.apache.lucene.analysis.snowball.SnowballFilter
Copyright (c) 2009, Regents of the University of Colorado
All rights reserved.

StemmerAnnotator() - Constructor for class org.deeplearning4j.text.annotator.StemmerAnnotator

stopWords - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

stopWords - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

stopWords(List<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

stopWords(List<String>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

stopWords(List<String>) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

StopWords - Class in org.deeplearning4j.text.stopwords

Loads stop words from the class path

StopWords() - Constructor for class org.deeplearning4j.text.stopwords.StopWords

StreamWork - Class in org.deeplearning4j.models.word2vec

StreamWork(InputStreamCreator, AtomicInteger) - Constructor for class org.deeplearning4j.models.word2vec.StreamWork

stringWithLabels(String, TokenizerFactory) - Static method in class org.deeplearning4j.text.movingwindow.ContextLabelRetriever

Returns a stripped sentence with the indices of words with certain kinds of labels.

SWN3 - Class in org.deeplearning4j.text.corpora.sentiwordnet

Based on SentiWordnet

SWN3() - Constructor for class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

SWN3(AnalysisEngine) - Constructor for class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

SWN3(String) - Constructor for class org.deeplearning4j.text.corpora.sentiwordnet.SWN3

T

tags() - Method in class org.deeplearning4j.models.rntn.Tree

TextVectorizer - Interface in org.deeplearning4j.bagofwords.vectorizer

Vectorizes text

TfidfVectorizer - Class in org.deeplearning4j.bagofwords.vectorizer

Turns a applyTransformToDestination of documents in to a tfidf bag of words

TfidfVectorizer() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

TfidfVectorizer(VocabCache, TokenizerFactory, List<String>, int, int, DocumentIterator, SentenceIterator, List<String>, InvertedIndex) - Constructor for class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

TfidfVectorizer.Builder - Class in org.deeplearning4j.bagofwords.vectorizer

toInputMatrix(List<Window>, Word2Vec) - Static method in class org.deeplearning4j.text.movingwindow.WordConverter

toInputMatrix() - Method in class org.deeplearning4j.text.movingwindow.WordConverter

tokenFor(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

tokenFor(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the token (again not necessarily in the vocab) for this word

tokenize(TokenizerFactory) - Method in class org.deeplearning4j.bagofwords.vectorizer.Builder

tokenize(CAS, AnnotationFS) - Method in class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

Tokenizer - Interface in org.deeplearning4j.text.tokenization.tokenizer

A representation of a tokenizer.

TokenizerAnnotator - Class in org.deeplearning4j.text.annotator

Overrides OpenNLP tokenizer to be thread safe

TokenizerAnnotator() - Constructor for class org.deeplearning4j.text.annotator.TokenizerAnnotator

tokenizerFactory - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

tokenizerFactory - Variable in class org.deeplearning4j.bagofwords.vectorizer.Builder

tokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

TokenizerFactory - Interface in org.deeplearning4j.text.tokenization.tokenizerfactory

Generates a tokenizer for a given string

TokenPreProcess - Interface in org.deeplearning4j.text.tokenization.tokenizer

Token preprocessing

tokens() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

tokens() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

All of the tokens in the cache, (not necessarily apart of the vocab)

toLabelMatrix(List<String>, List<Window>) - Static method in class org.deeplearning4j.text.movingwindow.WordConverter

toLabelMatrix(List<String>) - Method in class org.deeplearning4j.text.movingwindow.WordConverter

toString() - Method in class org.deeplearning4j.models.rntn.Tree

toString() - Method in class org.deeplearning4j.models.word2vec.VocabWord

toString() - Method in class org.deeplearning4j.text.movingwindow.Window

totalExamples() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

totalExamples() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

totalNumberOfDocs() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

totalNumberOfDocs() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the total of number of documents encountered in the corpus

totalOutcomes() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

totalOutcomes() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

totalWordOccurrences() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

The total number of word occurrences

totalWordOccurrences() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

The total number of word occurrences

toTree(TreebankNode, Pair<String, MultiDimensionalMap<Integer, Integer, String>>) - Static method in class org.deeplearning4j.text.corpora.treeparser.TreeFactory

Converts a treebank node to a tree

toTree(TreebankNode) - Static method in class org.deeplearning4j.text.corpora.treeparser.TreeFactory

Converts a treebank node to a tree

toVocabFloat() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

trainingSystem - Static variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

trainSentence(InputStream) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Train on the given sentence returning a list of vocab words

trainSentence(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Train on the given sentence returning a list of vocab words

trainSentence(List<VocabWord>, int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Train on a list of vocab words

transform(String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

Transforms the matrix

transform(String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Transforms the matrix

transform(String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

Transforms the matrix

transform(Tree) - Method in class org.deeplearning4j.text.corpora.treeparser.BinarizeTreeTransformer

transform(Tree) - Method in class org.deeplearning4j.text.corpora.treeparser.CollapseUnaries

transform(Tree) - Method in interface org.deeplearning4j.text.corpora.treeparser.transformer.TreeTransformer

Applies a applyTransformToOrigin to a tree

transform() - Method in class org.deeplearning4j.text.inputsanitation.InputHomogenization

Returns the normalized text passed in via constructor

Tree - Class in org.deeplearning4j.models.rntn

Tree for a recursive neural tensor network based on Socher et al's work.

Tree(Tree) - Constructor for class org.deeplearning4j.models.rntn.Tree

Clone constructor (all but the children)

Tree(Tree, List<String>) - Constructor for class org.deeplearning4j.models.rntn.Tree

Tree(List<String>) - Constructor for class org.deeplearning4j.models.rntn.Tree

TreeFactory - Class in org.deeplearning4j.text.corpora.treeparser

Static movingwindow class handling the conversion of treebank nodes to Trees useful for recursive neural tensor networks

TreeFactory() - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeFactory

TreeIterator - Class in org.deeplearning4j.text.corpora.treeparser

Tree iterator: iterate over sentences returning trees with labels and everything already preset

TreeIterator(LabelAwareSentenceIterator, List<String>, TreeVectorizer, int) - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeIterator

TreeIterator(LabelAwareSentenceIterator, List<String>, TreeVectorizer) - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeIterator

TreeIterator(LabelAwareSentenceIterator, List<String>) - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeIterator

TreeParser - Class in org.deeplearning4j.text.corpora.treeparser

Tree parser for constituency parsing

TreeParser(AnalysisEngine, AnalysisEngine, CasPool) - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeParser

TreeParser() - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeParser

TreeTransformer - Interface in org.deeplearning4j.text.corpora.treeparser.transformer

Tree transformer

TreeVectorizer - Class in org.deeplearning4j.text.corpora.treeparser

Tree vectorization pipeline.

TreeVectorizer(TreeParser) - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeVectorizer

Uses the given parser and model for vectorization of strings

TreeVectorizer() - Constructor for class org.deeplearning4j.text.corpora.treeparser.TreeVectorizer

Uses word vectors from the passed in word2vec model

typeSystemInit(TypeSystem) - Method in class org.deeplearning4j.text.annotator.PoStagger

Initializes the type system.

typeSystemInit(TypeSystem) - Method in class org.deeplearning4j.text.tokenization.tokenizer.ConcurrentTokenizer

Initializes the type system.

U

UimaResource - Class in org.deeplearning4j.text.uima

Resource holder for uima

UimaResource(AnalysisEngine) - Constructor for class org.deeplearning4j.text.uima.UimaResource

UimaResource(AnalysisEngine, CasPool) - Constructor for class org.deeplearning4j.text.uima.UimaResource

UimaSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

Iterates over and returns sentences based on the passed in analysis engine

UimaSentenceIterator(SentencePreProcessor, String, UimaResource) - Constructor for class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

UimaSentenceIterator(String, UimaResource) - Constructor for class org.deeplearning4j.text.sentenceiterator.UimaSentenceIterator

UimaTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

Tokenizer based on the passed in analysis engine

UimaTokenizer(String, UimaResource, boolean) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.UimaTokenizer

UimaTokenizerFactory - Class in org.deeplearning4j.text.tokenization.tokenizerfactory

Uses a uima AnalysisEngine to tokenize text.

UimaTokenizerFactory() - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

UimaTokenizerFactory(UimaResource) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

UimaTokenizerFactory(AnalysisEngine) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

UimaTokenizerFactory(UimaResource, boolean) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

UimaTokenizerFactory(boolean) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

UimaTokenizerFactory(AnalysisEngine, boolean) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.UimaTokenizerFactory

UNK - Static variable in class org.deeplearning4j.models.word2vec.Word2Vec

UNKNOWN_FEATURE - Static variable in class org.deeplearning4j.models.rntn.RNTN

Util - Class in org.deeplearning4j.text.movingwindow

Util() - Constructor for class org.deeplearning4j.text.movingwindow.Util

V

value - Variable in class org.deeplearning4j.models.rntn.RNTN

value() - Method in class org.deeplearning4j.models.rntn.Tree

vector() - Method in class org.deeplearning4j.models.rntn.Tree

vector(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

vector(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

vectorize(InputStream, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

Text coming from an input stream considered as one document

vectorize(String, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

Vectorizes the passed in text treating it as one document

vectorize(File, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

vectorize() - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

vectorize(InputStream, String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Text coming from an input stream considered as one document

vectorize(String, String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Vectorizes the passed in text treating it as one document

vectorize(File, String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

vectorize(InputStream, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

vectorize(String, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

vectorize(File, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

vectorize() - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

vocab() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

vocab() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

The vocab sorted in descending order

VocabActor - Class in org.deeplearning4j.models.word2vec.actor

Individual actor for updating the vocab cache

VocabActor(TokenizerFactory, VocabCache, List<String>, AtomicLong, int, AtomicInteger, InvertedIndex) - Constructor for class org.deeplearning4j.models.word2vec.actor.VocabActor

vocabCache(VocabCache) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

VocabCache - Interface in org.deeplearning4j.models.word2vec.wordstore

A VocabCache handles the storage of information needed for the word2vec look up table.

vocabExists() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

vocabExists() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Vocab exists already

VocabMessage - Class in org.deeplearning4j.models.word2vec.actor

VocabMessage(List<String>, AtomicLong) - Constructor for class org.deeplearning4j.models.word2vec.actor.VocabMessage

VocabWord - Class in org.deeplearning4j.models.word2vec

Intermediate layers of the neural network

VocabWord(double, String) - Constructor for class org.deeplearning4j.models.word2vec.VocabWord

VocabWord() - Constructor for class org.deeplearning4j.models.word2vec.VocabWord

vocabWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns all of the vocab word nodes

vocabWords() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns all of the vocab word nodes

VocabWork - Class in org.deeplearning4j.models.word2vec

Vocab work

VocabWork(AtomicInteger, String) - Constructor for class org.deeplearning4j.models.word2vec.VocabWork

W

Window - Class in org.deeplearning4j.text.movingwindow

A representation of a sliding window.

Window(Collection<String>, int, int) - Constructor for class org.deeplearning4j.text.movingwindow.Window

Creates a window with a context of size 3

Window(Collection<String>, int, int, int) - Constructor for class org.deeplearning4j.text.movingwindow.Window

Initialize a window with the given size

WindowConverter - Class in org.deeplearning4j.text.movingwindow

Util methods for converting windows to training examples

WindowConverter() - Constructor for class org.deeplearning4j.text.movingwindow.WindowConverter

windowForWordInPosition(int, int, List<String>) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Creates a sliding window from text

Windows - Class in org.deeplearning4j.text.movingwindow

Static utility class for textual based windowing functions

Windows() - Constructor for class org.deeplearning4j.text.movingwindow.Windows

windows(InputStream, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(InputStream, TokenizerFactory, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String, TokenizerFactory, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String, TokenizerFactory) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(List<String>, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize

windowSize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

withOutputActivation(ActivationFunction) - Method in class org.deeplearning4j.models.rntn.RNTN.Builder

Word2Vec - Class in org.deeplearning4j.models.word2vec

Leveraging a 3 layer neural net with a softmax approach as output, converts a word based on its context and the training examples in to a numeric vector

Word2Vec() - Constructor for class org.deeplearning4j.models.word2vec.Word2Vec

Word2Vec.Builder - Class in org.deeplearning4j.models.word2vec

Word2VecDataFetcher - Class in org.deeplearning4j.models.word2vec.iterator

Word2VecDataFetcher(String, Word2Vec, List<String>) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataFetcher

Word2VecDataSetIterator - Class in org.deeplearning4j.models.word2vec.iterator

Iterates over a sentence with moving window to produce a data applyTransformToDestination for word windows based on a pretrained word2vec.

Word2VecDataSetIterator(Word2Vec, LabelAwareSentenceIterator, List<String>, int, boolean, boolean) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Allows for customization of all of the params of the iterator

Word2VecDataSetIterator(Word2Vec, LabelAwareSentenceIterator, List<String>) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Initializes this iterator with homogenization and adding labels and a batch size of 10

Word2VecDataSetIterator(Word2Vec, LabelAwareSentenceIterator, List<String>, int) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Initializes this iterator with homogenization and adding labels

Word2VecLoader - Class in org.deeplearning4j.models.word2vec.loader

Loads word 2 vec models

Word2VecLoader() - Constructor for class org.deeplearning4j.models.word2vec.loader.Word2VecLoader

WORD_FIELD - Static variable in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex

wordAtIndex(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns the word contained at the given index or null

wordAtIndex(int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the word contained at the given index or null

WordConverter - Class in org.deeplearning4j.text.movingwindow

WordConverter(List<String>, Word2Vec) - Constructor for class org.deeplearning4j.text.movingwindow.WordConverter

wordFor(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

wordFor(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

wordFrequency(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns the number of times the word has occurred

wordFrequency(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the number of times the word has occurred

words() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Returns all of the words in the vocab

words() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns all of the words in the vocab

wordsNearest(String, int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

Get the top n words most similar to the given word

write(DataOutputStream) - Method in class org.deeplearning4j.models.word2vec.VocabWord

write(OutputStream) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

writer(IndexWriter) - Method in class org.deeplearning4j.text.invertedindex.LuceneInvertedIndex.Builder

writeTsneFormat(Word2Vec, INDArray, File) - Static method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Y

yield() - Method in class org.deeplearning4j.models.rntn.Tree

Returns all of the labels for this node and all of its children (recursively)

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