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

A

addFeat(List<String>, String, String...) - Static method in interface org.maochen.nlp.app.featextractor.IFeatureExtractor

addition(double[]...) - Static method in class org.maochen.nlp.util.VectorUtils

annotateEntityNameByNode(Entity<DNode>) - Static method in class org.maochen.nlp.app.relationextract.RelExtUtils

apply(double, double) - Method in interface org.maochen.nlp.util.BiFunctionDoublePrimitive

Applies this function to the given arguments.

B

bfs(DNode) - Static method in class org.maochen.nlp.app.relationextract.RelExtUtils

BiFunctionDoublePrimitive - Interface in org.maochen.nlp.util

Created by Maochen on 5/22/15.

BrownFeatExtractor - Class in org.maochen.nlp.app.featextractor

Created by Maochen on 2/22/16.

BrownFeatExtractor() - Constructor for class org.maochen.nlp.app.featextractor.BrownFeatExtractor

C

calculateChiSquare() - Method in class org.maochen.nlp.ml.util.ChiSquare

ChiSquare - Class in org.maochen.nlp.ml.util

http://stattrek.com/chi-square-test/independence.aspx Created by Maochen on 8/7/15.

ChiSquare() - Constructor for class org.maochen.nlp.ml.util.ChiSquare

chiSquareTable - Variable in class org.maochen.nlp.ml.util.ChiSquare

ChunkerFeatureExtractor - Class in org.maochen.nlp.app.chunker

Chunking with Maximum Entropy Models.

ChunkerFeatureExtractor() - Constructor for class org.maochen.nlp.app.chunker.ChunkerFeatureExtractor

contexts - Variable in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

The integer contexts associated with each unique event.

convertMapKey(Map<Integer, Double>) - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

convertTreebankToCoNLLX(String, FileFilter, String) - Static method in class org.maochen.nlp.parser.stanford.util.StanfordParserUtils

convertTreeBankToCoNLLX(String) - Static method in class org.maochen.nlp.parser.stanford.util.StanfordParserUtils

createBalancedTrainingData(List<Tuple>) - Static method in class org.maochen.nlp.ml.util.TrainingDataUtils

Regardless of the label, just consider isPosExample and !isPosExample

CRFChunker - Class in org.maochen.nlp.app.chunker

Created by Maochen on 11/10/15.

CRFChunker() - Constructor for class org.maochen.nlp.app.chunker.CRFChunker

CRFClassifier - Class in org.maochen.nlp.ml.classifier.crfsuite

Created by Maochen on 1/11/16.

CRFClassifier() - Constructor for class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

CRFClassifier(Properties) - Constructor for class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

CRFNER - Class in org.maochen.nlp.app.ner

Created by Maochen on 2/22/16.

CRFNER() - Constructor for class org.maochen.nlp.app.ner.CRFNER

CrossValidation - Class in org.maochen.nlp.ml.util

Created by Maochen on 8/11/15.

CrossValidation(int, IClassifier, boolean) - Constructor for class org.maochen.nlp.ml.util.CrossValidation

Constructor

CrossValidation.Score - Class in org.maochen.nlp.ml.util

CSVDataReader - Class in org.maochen.nlp.ml.util.dataio

Created by mguan on 4/8/16.

CSVDataReader(String, int, String, Set<Integer>) - Constructor for class org.maochen.nlp.ml.util.dataio.CSVDataReader

CSVDataWriter - Class in org.maochen.nlp.ml.util.dataio

Created by mguan on 4/8/16.

CSVDataWriter(String, int, String, String) - Constructor for class org.maochen.nlp.ml.util.dataio.CSVDataWriter

D

dataTable - Variable in class org.maochen.nlp.ml.util.ChiSquare

df - Variable in class org.maochen.nlp.ml.util.ChiSquare

dotProduct(double[], double[]) - Static method in class org.maochen.nlp.util.VectorUtils

doubleToFloat(double[]) - Static method in class org.maochen.nlp.util.VectorUtils

E

egw4_reut_512_clusters - Static variable in class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

emission - Variable in class org.maochen.nlp.ml.classifier.hmm.HMMModel

emissionMin - Variable in class org.maochen.nlp.ml.classifier.hmm.HMMModel

EMPIRICAL_P_VALUE - Static variable in class org.maochen.nlp.ml.util.ChiSquare

END - Static variable in class org.maochen.nlp.ml.classifier.hmm.HMM

ENT_QUESTION_TYPE - Static variable in class org.maochen.nlp.app.relationextract.constant.RelEntityProperty

EntityType - Enum in org.maochen.nlp.app.relationextract.constant

Created by Maochen on 12/15/15.

euclideanDistance - Static variable in class org.maochen.nlp.util.VectorUtils

eval(HMMModel, String, String, int, int, boolean) - Static method in class org.maochen.nlp.ml.classifier.hmm.HMM

EventStream - Interface in org.maochen.nlp.ml.classifier.maxent.eventstream

A object which can deliver a stream of training events for the GIS procedure (or others such as IIS if and when they are implemented).

excludingCols - Variable in class org.maochen.nlp.ml.util.dataio.CSVDataWriter

extra - Static variable in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

extra - Static variable in class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

extract(DTree, String) - Static method in class org.maochen.nlp.app.relationextract.QuestionRelationExtractor

extractBrownFeat(String) - Static method in class org.maochen.nlp.app.featextractor.BrownFeatExtractor

extractBrownFeat(int, int, int, String[]) - Static method in class org.maochen.nlp.app.featextractor.BrownFeatExtractor

extractFeat(SequenceTuple) - Method in class org.maochen.nlp.app.chunker.ChunkerFeatureExtractor

Single SequenceTuple featExtractor

extractFeat(SequenceTuple) - Method in interface org.maochen.nlp.app.featextractor.IFeatureExtractor

extractFeat(SequenceTuple) - Method in class org.maochen.nlp.app.ner.NERFeatureExtractor

extractFeatSingle(int, String[], String[]) - Method in class org.maochen.nlp.app.chunker.ChunkerFeatureExtractor

extractFeatSingle(int, String[]) - Method in class org.maochen.nlp.app.ner.NERFeatureExtractor

extractRel(DNode) - Static method in class org.maochen.nlp.app.relationextract.RelExtUtils

extractValuedFeat(CSVRecord) - Method in class org.maochen.nlp.ml.util.dataio.CSVDataReader

F

featureExtractor - Variable in class org.maochen.nlp.app.chunker.CRFChunker

featureExtractor - Variable in class org.maochen.nlp.app.ner.CRFNER

FeatureIndexer - Class in org.maochen.nlp.ml.classifier

Created by mguan on 6/28/16.

FeatureIndexer() - Constructor for class org.maochen.nlp.ml.classifier.FeatureIndexer

floatToDouble(float[]) - Static method in class org.maochen.nlp.util.VectorUtils

G

gaussianPDF(double, double, double) - Static method in class org.maochen.nlp.util.VectorUtils

generate(List<CoreLabel>, Collection<TypedDependency>, List<Label>) - Static method in class org.maochen.nlp.parser.stanford.pcfg.StanfordTreeBuilder

generateFeats(String[]) - Method in class org.maochen.nlp.app.sentencetype.SentenceTypeFeatureExtractor

getAccuracy() - Method in class org.maochen.nlp.ml.util.CrossValidation.Score

getContexts() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getContexts() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getCoref(List<String>) - Method in class org.maochen.nlp.parser.stanford.coref.StanfordCoref

getCosinValue(double[], double[]) - Static method in class org.maochen.nlp.util.VectorUtils

getDefaultPara() - Method in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

getDTreeFromCoreNLP(Collection<TypedDependency>, List<CoreLabel>) - Static method in class org.maochen.nlp.parser.stanford.util.StanfordParserUtils

getF1() - Method in class org.maochen.nlp.ml.util.CrossValidation.Score

getF2() - Method in class org.maochen.nlp.ml.util.CrossValidation.Score

getFeatNames() - Method in class org.maochen.nlp.ml.classifier.FeatureIndexer

This method should only be used for print or debug purpose.

getIndex(String) - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

getIndexSet() - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

getKBestParse(String, int) - Method in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParser

getLabel(int) - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

getLabelSize() - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

getNumEvents() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getNumEvents() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getNumTimesEventsSeen() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getNumTimesEventsSeen() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getOutcomeLabels() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getOutcomeLabels() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getOutcomeList() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getOutcomeList() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getPrecision() - Method in class org.maochen.nlp.ml.util.CrossValidation.Score

getPredCounts() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getPredCounts() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getPredLabels() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getPredLabels() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

getPValue(double, double) - Static method in class org.maochen.nlp.ml.util.ChiSquare

getRecall() - Method in class org.maochen.nlp.ml.util.CrossValidation.Score

getResult() - Method in class org.maochen.nlp.ml.util.CrossValidation

getValues() - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

getValues() - Method in class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

H

hasLabel(String) - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

hasNext() - Method in interface org.maochen.nlp.ml.classifier.maxent.eventstream.EventStream

Test whether there are any Events remaining in this EventStream.

hasNext() - Method in class org.maochen.nlp.ml.classifier.maxent.eventstream.StringEventStream

hasNext() - Method in class org.maochen.nlp.ml.classifier.maxent.eventstream.TupleEventStream

header - Variable in class org.maochen.nlp.ml.util.dataio.CSVDataReader

HMM - Class in org.maochen.nlp.ml.classifier.hmm

Created by Maochen on 8/5/15.

HMM() - Constructor for class org.maochen.nlp.ml.classifier.hmm.HMM

HMMModel - Class in org.maochen.nlp.ml.classifier.hmm

Created by Maochen on 8/5/15.

HMMModel() - Constructor for class org.maochen.nlp.ml.classifier.hmm.HMMModel

I

IFeatureExtractor - Interface in org.maochen.nlp.app.featextractor

Created by Maochen on 2/22/16.

ignoredColumns - Variable in class org.maochen.nlp.ml.util.dataio.CSVDataReader

index(LinkedList<Event>, Map<String, Integer>) - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

init(List<Tuple>, boolean) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronModel

intToString(int[]) - Static method in class org.maochen.nlp.util.VectorUtils

IParser - Interface in org.maochen.nlp.parser

Created by Maochen on 12/8/14.

ITagger - Interface in org.maochen.nlp.app

Created by Maochen on 11/10/15.

L

labelCol - Variable in class org.maochen.nlp.ml.util.dataio.CSVDataReader

LabelIndexer - Class in org.maochen.nlp.ml.classifier

Created by Maochen on 12/4/14.

LabelIndexer(List<Tuple>) - Constructor for class org.maochen.nlp.ml.classifier.LabelIndexer

labelIndexer - Variable in class org.maochen.nlp.ml.classifier.LabelIndexer

LibSVMClassifier - Class in org.maochen.nlp.ml.classifier.libsvm

Created by mguan on 5/11/16.

LibSVMClassifier() - Constructor for class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

load(InputStream) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesModel

load(InputStream) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronModel

load(String, List<String>) - Method in class org.maochen.nlp.parser.stanford.StanfordParser

loadModel(InputStream) - Method in class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

loadModel(String) - Static method in class org.maochen.nlp.ml.classifier.hmm.HMM

loadModel(InputStream) - Method in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

loadModel(InputStream) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

loadModel(InputStream) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

loadModel(InputStream) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

loadTrainingData(List<Tuple>) - Method in class org.maochen.nlp.ml.util.ChiSquare

M

main(String[]) - Static method in class org.maochen.nlp.app.chunker.CRFChunker

main(String[]) - Static method in class org.maochen.nlp.app.ner.CRFNER

main(String[]) - Static method in class org.maochen.nlp.app.relationextract.QuestionRelationExtractor

main(String[]) - Static method in class org.maochen.nlp.app.sentencetype.SentenceTypeTagger

main(String[]) - Static method in class org.maochen.nlp.ml.util.CrossValidation

main(String[]) - Static method in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

main(String[]) - Static method in class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

mapSerialize(Set<Map.Entry<T1, T2>>) - Static method in class org.maochen.nlp.ml.util.ModelSerializeUtils

MaxEntClassifier - Class in org.maochen.nlp.ml.classifier.maxent

MaxEntClassifier() - Constructor for class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

model - Variable in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

modelPath - Static variable in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

ModelSerializeUtils - Class in org.maochen.nlp.ml.util

Created by Maochen on 6/1/15.

ModelSerializeUtils() - Constructor for class org.maochen.nlp.ml.util.ModelSerializeUtils

N

NaiveBayesClassifier - Class in org.maochen.nlp.ml.classifier.naivebayes

Created by Maochen on 12/3/14.

NaiveBayesClassifier(InputStream) - Constructor for class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

NaiveBayesClassifier() - Constructor for class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

NaiveBayesModel - Class in org.maochen.nlp.ml.classifier.naivebayes

Created by Maochen on 5/29/15.

NaiveBayesModel() - Constructor for class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesModel

NERFeatureExtractor - Class in org.maochen.nlp.app.ner

Created by Maochen on 2/22/16.

NERFeatureExtractor() - Constructor for class org.maochen.nlp.app.ner.NERFeatureExtractor

next() - Method in interface org.maochen.nlp.ml.classifier.maxent.eventstream.EventStream

Returns the next Event object held in this EventStream.

next() - Method in class org.maochen.nlp.ml.classifier.maxent.eventstream.StringEventStream

next() - Method in class org.maochen.nlp.ml.classifier.maxent.eventstream.TupleEventStream

nndepParser - Variable in class org.maochen.nlp.parser.stanford.nn.StanfordNNDepParser

normalizeTag(String) - Static method in class org.maochen.nlp.ml.classifier.hmm.WordUtils

normalizeWord(String) - Static method in class org.maochen.nlp.ml.classifier.hmm.WordUtils

numTimesEventsSeen - Variable in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

The number of times an event occured in the training data.

O

oneDimensionArraySerialize(double[]) - Static method in class org.maochen.nlp.ml.util.ModelSerializeUtils

OnePassRealValueDataIndexer - Class in org.maochen.nlp.ml.classifier.maxent

An indexer for maxent model data which handles cutoffs for uncommon contextual predicates and provides a unique integer index for each of the predicates and maintains event values.

OnePassRealValueDataIndexer(EventStream, int, boolean) - Constructor for class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

onlineTrain(double[], int) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

public use for doing one training sample.

org.maochen.nlp.app - package org.maochen.nlp.app

org.maochen.nlp.app.chunker - package org.maochen.nlp.app.chunker

org.maochen.nlp.app.featextractor - package org.maochen.nlp.app.featextractor

org.maochen.nlp.app.ner - package org.maochen.nlp.app.ner

org.maochen.nlp.app.relationextract - package org.maochen.nlp.app.relationextract

org.maochen.nlp.app.relationextract.constant - package org.maochen.nlp.app.relationextract.constant

org.maochen.nlp.app.sentencetype - package org.maochen.nlp.app.sentencetype

org.maochen.nlp.ml.classifier - package org.maochen.nlp.ml.classifier

org.maochen.nlp.ml.classifier.crfsuite - package org.maochen.nlp.ml.classifier.crfsuite

org.maochen.nlp.ml.classifier.hmm - package org.maochen.nlp.ml.classifier.hmm

org.maochen.nlp.ml.classifier.libsvm - package org.maochen.nlp.ml.classifier.libsvm

org.maochen.nlp.ml.classifier.maxent - package org.maochen.nlp.ml.classifier.maxent

org.maochen.nlp.ml.classifier.maxent.eventstream - package org.maochen.nlp.ml.classifier.maxent.eventstream

org.maochen.nlp.ml.classifier.naivebayes - package org.maochen.nlp.ml.classifier.naivebayes

org.maochen.nlp.ml.classifier.perceptron - package org.maochen.nlp.ml.classifier.perceptron

org.maochen.nlp.ml.sampling - package org.maochen.nlp.ml.sampling

org.maochen.nlp.ml.util - package org.maochen.nlp.ml.util

org.maochen.nlp.ml.util.dataio - package org.maochen.nlp.ml.util.dataio

org.maochen.nlp.parser - package org.maochen.nlp.parser

org.maochen.nlp.parser.stanford - package org.maochen.nlp.parser.stanford

org.maochen.nlp.parser.stanford.coref - package org.maochen.nlp.parser.stanford.coref

org.maochen.nlp.parser.stanford.nn - package org.maochen.nlp.parser.stanford.nn

org.maochen.nlp.parser.stanford.pcfg - package org.maochen.nlp.parser.stanford.pcfg

org.maochen.nlp.parser.stanford.util - package org.maochen.nlp.parser.stanford.util

org.maochen.nlp.util - package org.maochen.nlp.util

outcomeLabels - Variable in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

The names of the outcomes.

outcomeList - Variable in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

The integer outcome associated with each unique event.

outputModelPath - Static variable in class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

P

para - Variable in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

parse(String) - Method in interface org.maochen.nlp.parser.IParser

parse(String) - Method in class org.maochen.nlp.parser.stanford.nn.StanfordNNDepParser

parse(String) - Method in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParser

parse(String) - Method in class org.maochen.nlp.parser.stanford.StanfordParser

parseForCoref(String) - Method in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParser

PerceptronClassifier - Class in org.maochen.nlp.ml.classifier.perceptron

Created by Maochen on 6/5/15.

PerceptronClassifier() - Constructor for class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

PerceptronModel - Class in org.maochen.nlp.ml.classifier.perceptron

Created by Maochen on 6/5/15.

PerceptronModel() - Constructor for class org.maochen.nlp.ml.classifier.perceptron.PerceptronModel

PerceptronModel(PerceptronModel) - Constructor for class org.maochen.nlp.ml.classifier.perceptron.PerceptronModel

persist(String) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesModel

persist(String) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronModel

persistModel(String) - Method in class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

persistModel(String) - Method in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

persistModel(String) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

persistModel(String) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

persistModel(String) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

POS - Static variable in class org.maochen.nlp.app.relationextract.constant.RelEntityProperty

POS_INDEX - Static variable in class org.maochen.nlp.app.chunker.ChunkerFeatureExtractor

predCounts - Variable in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

The number of times each predicate occured.

predict(String[], String[]) - Method in class org.maochen.nlp.app.chunker.CRFChunker

predict(String) - Method in interface org.maochen.nlp.app.ITagger

predict(DTree) - Method in interface org.maochen.nlp.app.ITagger

predict(String[]) - Method in class org.maochen.nlp.app.ner.CRFNER

predict(DTree) - Method in class org.maochen.nlp.app.sentencetype.SentenceTypeTagger

predict(String) - Method in class org.maochen.nlp.app.sentencetype.SentenceTypeTagger

predict(SequenceTuple) - Method in class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

predict(Tuple) - Method in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

predict(String[]) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

predict(Tuple) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

predict(Tuple) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

predict(Tuple) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

Do a prediction.

predictLabel(Tuple) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

predLabels - Variable in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

The predicate/context names.

printPTable() - Method in class org.maochen.nlp.ml.util.ChiSquare

printSequenceTuple(SequenceTuple, List<String>) - Static method in class org.maochen.nlp.util.ValidationUtils

process(List<FeatNamedVector>) - Method in class org.maochen.nlp.ml.classifier.FeatureIndexer

putByLabels(List<String>) - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

Q

QuestionRelationExtractor - Class in org.maochen.nlp.app.relationextract

Created by Maochen on 11/26/15.

QuestionRelationExtractor() - Constructor for class org.maochen.nlp.app.relationextract.QuestionRelationExtractor

R

read() - Method in class org.maochen.nlp.ml.util.dataio.CSVDataReader

read(InputStream) - Method in class org.maochen.nlp.ml.util.dataio.CSVDataReader

readFromSerializedString(String) - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

readSeqFile(InputStream, String, int) - Static method in class org.maochen.nlp.ml.util.TrainingDataUtils

readTrainFile(String, String, int, int) - Static method in class org.maochen.nlp.ml.classifier.hmm.HMM

readTrainingData(String, String) - Static method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

RealValueDataIndexer - Class in org.maochen.nlp.ml.classifier.maxent

Deprecated.

RealValueDataIndexer(List<Tuple>) - Constructor for class org.maochen.nlp.ml.classifier.maxent.RealValueDataIndexer

Deprecated.

reduceDimension(List<Tuple>) - Static method in class org.maochen.nlp.ml.util.TrainingDataUtils

reduce the dimension of training data.

REL_ORIGINAL_WORD - Static variable in class org.maochen.nlp.app.relationextract.constant.RelEntityProperty

RelEntityProperty - Class in org.maochen.nlp.app.relationextract.constant

Created by Maochen on 12/16/15.

RelEntityProperty() - Constructor for class org.maochen.nlp.app.relationextract.constant.RelEntityProperty

RelExtUtils - Class in org.maochen.nlp.app.relationextract

Created by Maochen on 12/15/15.

RelExtUtils() - Constructor for class org.maochen.nlp.app.relationextract.RelExtUtils

RelType - Enum in org.maochen.nlp.app.relationextract.constant

Created by Maochen on 11/26/15.

ReservoirSampling - Class in org.maochen.nlp.ml.sampling

Created by Maochen on 10/17/15.

ReservoirSampling() - Constructor for class org.maochen.nlp.ml.sampling.ReservoirSampling

resolve(HMMModel, String[]) - Static method in class org.maochen.nlp.ml.classifier.hmm.Viterbi

run(List<Tuple>) - Method in class org.maochen.nlp.ml.util.CrossValidation

Cross validation.

S

sample(int, Iterator<T>) - Static method in class org.maochen.nlp.ml.sampling.ReservoirSampling

saveModel(String, HMMModel) - Static method in class org.maochen.nlp.ml.classifier.hmm.HMM

scale(double[], double) - Static method in class org.maochen.nlp.util.VectorUtils

Score() - Constructor for class org.maochen.nlp.ml.util.CrossValidation.Score

scores - Variable in class org.maochen.nlp.ml.util.CrossValidation

segmenter(String) - Static method in class org.maochen.nlp.parser.stanford.util.StanfordParserUtils

SentenceTypeFeatureExtractor - Class in org.maochen.nlp.app.sentencetype

Created by Maochen on 8/5/14.

SentenceTypeFeatureExtractor() - Constructor for class org.maochen.nlp.app.sentencetype.SentenceTypeFeatureExtractor

SentenceTypeTagger - Class in org.maochen.nlp.app.sentencetype

SentenceTypeTagger() - Constructor for class org.maochen.nlp.app.sentencetype.SentenceTypeTagger

serializeToString() - Method in class org.maochen.nlp.ml.classifier.LabelIndexer

setParameter(Properties) - Method in class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

setParameter(Properties) - Method in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

setParameter(Properties) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

setParameter(Properties) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

setParameter(Properties) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

sigmoid - Static variable in class org.maochen.nlp.util.VectorUtils

sortAndMerge(List<ComparableEvent>, boolean) - Method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

splitData(String) - Static method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

splitData(List<Tuple>, double) - Static method in class org.maochen.nlp.ml.util.TrainingDataUtils

Shuffle the data and split by proportion

STANFORD_DEFAULT_NER_3CLASS_EN_MODEL - Static variable in class org.maochen.nlp.parser.stanford.util.StanfordConst

STANFORD_DEFAULT_NER_7CLASS_EN_MODEL - Static variable in class org.maochen.nlp.parser.stanford.util.StanfordConst

STANFORD_DEFAULT_PCFG_EN_MODEL - Static variable in class org.maochen.nlp.parser.stanford.util.StanfordConst

STANFORD_DEFAULT_POS_EN_MODEL - Static variable in class org.maochen.nlp.parser.stanford.util.StanfordConst

StanfordConst - Class in org.maochen.nlp.parser.stanford.util

Stanford Model Locations.

StanfordConst() - Constructor for class org.maochen.nlp.parser.stanford.util.StanfordConst

StanfordCoref - Class in org.maochen.nlp.parser.stanford.coref

Created by Maochen on 4/14/15.

StanfordCoref() - Constructor for class org.maochen.nlp.parser.stanford.coref.StanfordCoref

StanfordNNDepParser - Class in org.maochen.nlp.parser.stanford.nn

Created by Maochen on 4/6/15.

StanfordNNDepParser() - Constructor for class org.maochen.nlp.parser.stanford.nn.StanfordNNDepParser

StanfordNNDepParser(String, String, List<String>) - Constructor for class org.maochen.nlp.parser.stanford.nn.StanfordNNDepParser

StanfordNNParserTrainer - Class in org.maochen.nlp.parser.stanford.nn

Created by Maochen on 4/13/15.

StanfordNNParserTrainer() - Constructor for class org.maochen.nlp.parser.stanford.nn.StanfordNNParserTrainer

StanfordParser - Class in org.maochen.nlp.parser.stanford

Created by Maochen on 7/20/15.

StanfordParser() - Constructor for class org.maochen.nlp.parser.stanford.StanfordParser

StanfordParserUtils - Class in org.maochen.nlp.parser.stanford.util

Created by Maochen on 4/6/15.

StanfordParserUtils() - Constructor for class org.maochen.nlp.parser.stanford.util.StanfordParserUtils

StanfordPCFGParser - Class in org.maochen.nlp.parser.stanford.pcfg

Created by Maochen on 12/8/14.

StanfordPCFGParser() - Constructor for class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParser

StanfordPCFGParser(String, String, List<String>) - Constructor for class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParser

StanfordPCFGParserTrainer - Class in org.maochen.nlp.parser.stanford.pcfg

Stanford PCFG Parser Trainer.

StanfordPCFGParserTrainer() - Constructor for class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

StanfordPOSTaggerTrainer - Class in org.maochen.nlp.parser.stanford

Created by Maochen on 4/20/15.

StanfordPOSTaggerTrainer() - Constructor for class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

stanfordTokenize(String) - Static method in class org.maochen.nlp.parser.stanford.StanfordParser

StanfordTreeBuilder - Class in org.maochen.nlp.parser.stanford.pcfg

For the Stanford parse tree.

StanfordTreeBuilder() - Constructor for class org.maochen.nlp.parser.stanford.pcfg.StanfordTreeBuilder

START - Static variable in class org.maochen.nlp.ml.classifier.hmm.HMM

StringEventStream - Class in org.maochen.nlp.ml.classifier.maxent.eventstream

Created by Maochen on 12/10/14.

StringEventStream(List<String[]>) - Constructor for class org.maochen.nlp.ml.classifier.maxent.eventstream.StringEventStream

T

taggedFiles - Static variable in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

tagLemma(List<CoreLabel>) - Static method in class org.maochen.nlp.parser.stanford.StanfordParser

tagNamedEntity(List<CoreLabel>) - Method in class org.maochen.nlp.parser.stanford.StanfordParser

tagPOS(List<CoreLabel>, Tree) - Method in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParser

tagPOS(List<CoreLabel>) - Method in class org.maochen.nlp.parser.stanford.StanfordParser

tanh - Static variable in class org.maochen.nlp.util.VectorUtils

tempLocation - Static variable in class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

toIndexedStringArray(Map<String, Integer>) - Static method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

Utility method for creating a String[] array from a map whose keys are labels (Strings) to be stored in the array and whose values are the indices (Integers) at which the corresponding labels should be inserted.

tokenize(String) - Static method in class org.maochen.nlp.parser.stanford.util.StanfordParserUtils

toString() - Method in class org.maochen.nlp.ml.util.CrossValidation.Score

total - Variable in class org.maochen.nlp.ml.util.ChiSquare

totalChiSquare - Variable in class org.maochen.nlp.ml.util.ChiSquare

totalPVal - Variable in class org.maochen.nlp.ml.util.ChiSquare

train(String) - Method in class org.maochen.nlp.app.chunker.CRFChunker

train(String) - Method in interface org.maochen.nlp.app.ITagger

train(String) - Method in class org.maochen.nlp.app.ner.CRFNER

train(String) - Method in class org.maochen.nlp.app.sentencetype.SentenceTypeTagger

train(List<SequenceTuple>) - Method in class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

Train CRF Suite with annotated item sequences.

train(List<SequenceTuple>) - Static method in class org.maochen.nlp.ml.classifier.hmm.HMM

Tag (Latent Var) is Xi, words (Observed Var) yi (or oi) ...

train(List<Tuple>) - Method in class org.maochen.nlp.ml.classifier.libsvm.LibSVMClassifier

train(List<Tuple>) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

train(List<Tuple>) - Method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

train(List<Tuple>) - Method in class org.maochen.nlp.ml.classifier.perceptron.PerceptronClassifier

train(String, String, String, String) - Static method in class org.maochen.nlp.parser.stanford.nn.StanfordNNParserTrainer

train() - Static method in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

TRAIN_FILE_DELIMITER - Static variable in class org.maochen.nlp.app.chunker.CRFChunker

TRAIN_FILE_DELIMITER - Static variable in class org.maochen.nlp.app.ner.CRFNER

TRAIN_FILE_TAG_COL - Static variable in class org.maochen.nlp.app.ner.CRFNER

TrainingDataUtils - Class in org.maochen.nlp.ml.util

Created by Maochen on 8/10/15.

TrainingDataUtils() - Constructor for class org.maochen.nlp.ml.util.TrainingDataUtils

trainString(List<String[]>) - Method in class org.maochen.nlp.ml.classifier.maxent.MaxEntClassifier

transition - Variable in class org.maochen.nlp.ml.classifier.hmm.HMMModel

TupleEventStream - Class in org.maochen.nlp.ml.classifier.maxent.eventstream

Created by Maochen on 12/10/14.

TupleEventStream(List<Tuple>) - Constructor for class org.maochen.nlp.ml.classifier.maxent.eventstream.TupleEventStream

twoDimensionalArraySerialize(double[][]) - Static method in class org.maochen.nlp.ml.util.ModelSerializeUtils

U

update(String[], Set<String>, Map<String, Integer>, int) - Static method in class org.maochen.nlp.ml.classifier.maxent.OnePassRealValueDataIndexer

Updates the set of predicated and counter with the specified event contexts and cutoff.

V

val - Variable in enum org.maochen.nlp.app.relationextract.constant.EntityType

validate(String) - Method in class org.maochen.nlp.app.chunker.CRFChunker

validate(String) - Method in class org.maochen.nlp.app.ner.CRFNER

validate(List<SequenceTuple>) - Method in class org.maochen.nlp.ml.classifier.crfsuite.CRFClassifier

ValidationUtils - Class in org.maochen.nlp.util

Created by Maochen on 2/22/16.

ValidationUtils() - Constructor for class org.maochen.nlp.util.ValidationUtils

valueOf(String) - Static method in enum org.maochen.nlp.app.relationextract.constant.EntityType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.maochen.nlp.app.relationextract.constant.RelType

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.maochen.nlp.app.relationextract.constant.EntityType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.maochen.nlp.app.relationextract.constant.RelType

Returns an array containing the constants of this enum type, in the order they are declared.

vectorLen(double[]) - Static method in class org.maochen.nlp.util.VectorUtils

VectorUtils - Class in org.maochen.nlp.util

Created by Maochen on 12/3/14.

VectorUtils() - Constructor for class org.maochen.nlp.util.VectorUtils

viterbi(HMMModel, String[]) - Static method in class org.maochen.nlp.ml.classifier.hmm.HMM

Viterbi - Class in org.maochen.nlp.ml.classifier.hmm

Created by Maochen on 8/5/15.

Viterbi() - Constructor for class org.maochen.nlp.ml.classifier.hmm.Viterbi

W

WORD_INDEX - Static variable in class org.maochen.nlp.app.chunker.ChunkerFeatureExtractor

WORD_INDEX - Static variable in class org.maochen.nlp.ml.classifier.hmm.HMM

WordUtils - Class in org.maochen.nlp.ml.classifier.hmm

Created by Maochen on 8/5/15.

WordUtils() - Constructor for class org.maochen.nlp.ml.classifier.hmm.WordUtils

write(List<Tuple>, boolean, boolean) - Method in class org.maochen.nlp.ml.util.dataio.CSVDataWriter

writeToFile(List<Tuple>, String) - Static method in class org.maochen.nlp.ml.classifier.naivebayes.NaiveBayesClassifier

wsj - Static variable in class org.maochen.nlp.parser.stanford.pcfg.StanfordPCFGParserTrainer

wsj - Static variable in class org.maochen.nlp.parser.stanford.StanfordPOSTaggerTrainer

Z

zip(double[], double[], BiFunctionDoublePrimitive) - Static method in class org.maochen.nlp.util.VectorUtils

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