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

A

abstr - Variable in class de.datexis.sector.model.WikiDocument

activation - Variable in class de.datexis.sector.SectorAnnotator.Builder

annIt - Variable in class de.datexis.parvec.encoder.ParVecIterator

annotate(Collection<Document>) - Method in class de.datexis.sector.SectorAnnotator

Annotate given Documents using SECTOR, i.e. attach SectorAnnotator vectors to sentences.

annotate(Collection<Document>, SectorAnnotator.SegmentationMethod) - Method in class de.datexis.sector.SectorAnnotator

Annotate given Documents using SECTOR, i.e. attach SectorEncoder vectors to sentences.

asyncSupported() - Method in class de.datexis.sector.tagger.SectorTaggerIterator

attachFromSectionAnnotations(Document, Annotation.Source) - Method in class de.datexis.sector.encoder.ClassTag.Factory

attachFromSectionAnnotations(Document, Annotation.Source) - Method in class de.datexis.sector.encoder.HeadingTag.Factory

attachFromSectionAnnotations(Document, Annotation.Source, boolean) - Method in class de.datexis.sector.encoder.HeadingTag.Factory

attachFromSentenceVectors(Document, Class<? extends Encoder>, Annotation.Source) - Method in class de.datexis.sector.encoder.ClassTag.Factory

attachFromSentenceVectors(Document, Class<? extends Encoder>, Annotation.Source) - Method in class de.datexis.sector.encoder.HeadingTag.Factory

attachVectors(Collection<Document>, AbstractMultiDataSetIterator.Stage, Class<? extends Encoder>) - Method in class de.datexis.sector.tagger.SectorTagger

attachVectors(DocumentSentenceIterator.DocumentBatch, Class<? extends Encoder>) - Method in class de.datexis.sector.tagger.SectorTagger

attachVectorsToAnnotations(Document, LookupCacheEncoder) - Static method in class de.datexis.sector.SectorAnnotator

Add vectors and class labels for all existing GOLD and PRED annotations.

B

bagEncoder - Variable in class de.datexis.sector.tagger.SectorTagger

batchSize - Variable in class de.datexis.parvec.encoder.ParVecEncoder

batchSize - Variable in class de.datexis.parvec.encoder.ParVecIterator

build() - Method in class de.datexis.sector.SectorAnnotator.Builder

Builder() - Constructor for class de.datexis.sector.SectorAnnotator.Builder

buildSECTORModel(int, int, int, int, double, double, ILossFunction, Activation) - Method in class de.datexis.sector.tagger.SectorTagger

C

calculateK(Collection<Document>) - Method in class de.datexis.sector.eval.SegmentationEvaluation

calculateK(Document) - Method in class de.datexis.sector.eval.SegmentationEvaluation

calculatePk(Document, int) - Method in class de.datexis.sector.eval.SegmentationEvaluation

Calculate Pk metric.

calculateScore(Model) - Method in class de.datexis.sector.eval.ClassificationScoreCalculator

calculateScores(Collection<Document>) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Not used.

calculateScores(Collection<Document>) - Method in class de.datexis.sector.eval.SectorEvaluation

Evaluate the whole SECTOR model.

calculateScores(Collection<Document>) - Method in class de.datexis.sector.eval.SegmentationEvaluation

calculateScoresFromAnnotations(Collection<Document>, Class<? extends Annotation>, boolean) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Calculates Evaluation from Annotations in the Documents

calculateScoresFromAnnotations(Collection<Document>, Class<? extends Annotation>) - Method in class de.datexis.sector.eval.SegmentationEvaluation

calculateScoresFromTags(Collection<Document>, Class<? extends Span>, Class<T>) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Calculates Evaluation from Tags in the Spans

calculateWD(Document, int) - Method in class de.datexis.sector.eval.SegmentationEvaluation

Calculate WD metric.

ChoiDatasetReader - Class in de.datexis.sector.reader

Reader for Text Segmentation datasets by Freddy Choi (2000) "Advances in domain independent linear text segmentation".

ChoiDatasetReader() - Constructor for class de.datexis.sector.reader.ChoiDatasetReader

ClassEncoder - Class in de.datexis.sector.encoder

ClassEncoder() - Constructor for class de.datexis.sector.encoder.ClassEncoder

ClassEncoder(String) - Constructor for class de.datexis.sector.encoder.ClassEncoder

ClassificationEvaluation - Class in de.datexis.sector.eval

Evaluates Precision/Recall/F1 for Sentence-based class labeling (e.g.

ClassificationEvaluation(String, LookupCacheEncoder) - Constructor for class de.datexis.sector.eval.ClassificationEvaluation

ClassificationEvaluation(String, Annotation.Source, Annotation.Source, LookupCacheEncoder, int) - Constructor for class de.datexis.sector.eval.ClassificationEvaluation

ClassificationScoreCalculator - Class in de.datexis.sector.eval

Score function for evaluating a MultiLayerNetwork according to an evaluation metric (Evaluation.Metric such as accuracy, F1 score, etc.

ClassificationScoreCalculator(Tagger, LookupCacheEncoder, DataSetIterator) - Constructor for class de.datexis.sector.eval.ClassificationScoreCalculator

ClassificationScoreCalculator(Tagger, LookupCacheEncoder, MultiDataSetIterator) - Constructor for class de.datexis.sector.eval.ClassificationScoreCalculator

ClassTag - Class in de.datexis.sector.encoder

A Tag that is used to label a single Class.

ClassTag(String, INDArray) - Constructor for class de.datexis.sector.encoder.ClassTag

ClassTag.Factory - Class in de.datexis.sector.encoder

clear() - Method in class de.datexis.sector.eval.ClassificationEvaluation

clear() - Method in class de.datexis.sector.eval.SegmentationEvaluation

clearLayerStates(ComputationGraph) - Static method in class de.datexis.sector.tagger.SectorTagger

clear layer states to avoid leaks

confidence - Variable in class de.datexis.sector.encoder.ClassTag

confidence - Variable in class de.datexis.sector.encoder.HeadingTag

countExp - Variable in class de.datexis.sector.eval.SegmentationEvaluation

countPred - Variable in class de.datexis.sector.eval.SegmentationEvaluation

countPredictions - Variable in class de.datexis.sector.eval.SectorEvaluation

countSections - Variable in class de.datexis.sector.eval.SectorEvaluation

create(String) - Method in class de.datexis.sector.encoder.ClassTag.Factory

create(INDArray) - Method in class de.datexis.sector.encoder.ClassTag.Factory

create(String) - Method in class de.datexis.sector.encoder.HeadingTag.Factory

create(INDArray) - Method in class de.datexis.sector.encoder.HeadingTag.Factory

createClassTagsFromAnnotations(Document, Annotation.Source) - Static method in class de.datexis.sector.model.SectionAnnotation

Deprecated.

createMask(List<Document>, int, Class<? extends Span>) - Method in class de.datexis.sector.tagger.SectorTaggerIterator

currentDoc - Variable in class de.datexis.parvec.encoder.ParVecIterator

currentLabel() - Method in class de.datexis.parvec.encoder.ParVecIterator

currentLabels() - Method in class de.datexis.parvec.encoder.ParVecIterator

currentSection - Variable in class de.datexis.parvec.encoder.ParVecIterator

D

dataset - Variable in class de.datexis.sector.tagger.DocumentSentenceIterator.DocumentBatch

de.datexis.parvec.encoder - package de.datexis.parvec.encoder

de.datexis.sector - package de.datexis.sector

de.datexis.sector.encoder - package de.datexis.sector.encoder

de.datexis.sector.eval - package de.datexis.sector.eval

de.datexis.sector.exec - package de.datexis.sector.exec

de.datexis.sector.model - package de.datexis.sector.model

de.datexis.sector.reader - package de.datexis.sector.reader

de.datexis.sector.tagger - package de.datexis.sector.tagger

DEFAULT_SCORE - Variable in class de.datexis.sector.eval.SegmentationEvaluation

deltaMatrix(INDArray) - Static method in class de.datexis.sector.SectorAnnotator

Returns a matrix [Tx1] that contains cosine distances between time steps.

detectEdges(INDArray) - Static method in class de.datexis.sector.SectorAnnotator

Returns a matrix [Tx1] that contains edges in deviation.

detectEdges(INDArray, int) - Static method in class de.datexis.sector.SectorAnnotator

Returns a matrix [Tx1] that contains edges with given count in deviation.

detectSections(Collection<Document>, SectorAnnotator.SegmentationMethod) - Method in class de.datexis.sector.SectorAnnotator

devFile - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

deviation(INDArray, INDArray) - Static method in class de.datexis.sector.SectorAnnotator

Returns a matrix [Tx1] that contains cosine distances between forward and backward layer.

deviation(INDArray) - Static method in class de.datexis.sector.SectorAnnotator

Returns a matrix [Tx1] that contains cosine distances between t-1 and t.

div(double, double) - Method in class de.datexis.sector.eval.ClassificationEvaluation

safe division, where n/0 = 0

docIt - Variable in class de.datexis.parvec.encoder.ParVecIterator

docs - Variable in class de.datexis.sector.tagger.DocumentSentenceIterator.DocumentBatch

DocumentBatch(int, List<Document>, int, MultiDataSet) - Constructor for class de.datexis.sector.tagger.DocumentSentenceIterator.DocumentBatch

documents - Variable in class de.datexis.parvec.encoder.ParVecIterator

DocumentSentenceIterator - Class in de.datexis.sector.tagger

A MultiDatasetIterator that returns one Document per Example, with Sentences as time steps.

DocumentSentenceIterator(AbstractMultiDataSetIterator.Stage, Dataset, int, boolean) - Constructor for class de.datexis.sector.tagger.DocumentSentenceIterator

DocumentSentenceIterator(AbstractMultiDataSetIterator.Stage, Collection<Document>, int, boolean) - Constructor for class de.datexis.sector.tagger.DocumentSentenceIterator

DocumentSentenceIterator(AbstractMultiDataSetIterator.Stage, Collection<Document>, int, int, int, boolean) - Constructor for class de.datexis.sector.tagger.DocumentSentenceIterator

DocumentSentenceIterator.DocumentBatch - Class in de.datexis.sector.tagger

E

embeddingsFile - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

embeddingsPath - Variable in class de.datexis.sector.exec.EvaluateSectorAnnotator.ExecParams

embEncoder - Variable in class de.datexis.sector.tagger.SectorTagger

enableKPerDocument - Variable in class de.datexis.sector.eval.SegmentationEvaluation

whether to recalculate the value of K for each document in the evaluation

enableMergeSections - Variable in class de.datexis.sector.eval.SegmentationEvaluation

whether to merge adjacent sections with same label into one (in both GOLD and PRED)

enableSegmentationEval - Variable in class de.datexis.sector.eval.SectorEvaluation

enableSegmentEval - Variable in class de.datexis.sector.eval.SectorEvaluation

enableSentenceEval - Variable in class de.datexis.sector.eval.SectorEvaluation

enableTrainingUI(boolean) - Method in class de.datexis.sector.SectorAnnotator.Builder

enableTrainingUI() - Method in class de.datexis.sector.tagger.SectorTagger

encode(Span) - Method in class de.datexis.parvec.encoder.ParVecEncoder

encode(Annotation, Document) - Method in class de.datexis.parvec.encoder.ParVecEncoder

encode(String) - Method in class de.datexis.parvec.encoder.ParVecEncoder

encode(Span) - Method in class de.datexis.parvec.encoder.ParVecWordsEncoder

encode(Span) - Method in class de.datexis.sector.encoder.ClassEncoder

encode(String) - Method in class de.datexis.sector.encoder.ClassEncoder

encode(String) - Method in class de.datexis.sector.encoder.HeadingEncoder

encode(Iterable<? extends Span>) - Method in class de.datexis.sector.encoder.HeadingEncoder

encode(String[]) - Method in class de.datexis.sector.encoder.HeadingEncoder

encode(Span) - Method in class de.datexis.sector.tagger.SectorEncoder

encode(String) - Method in class de.datexis.sector.tagger.SectorEncoder

encodeAnnotation(Encoder, SectionAnnotation) - Method in class de.datexis.sector.tagger.SectorTaggerIterator

encodeEach(Document, Class<? extends Span>) - Method in class de.datexis.sector.tagger.SectorEncoder

encodeEach(Collection<Document>, Class<? extends Span>) - Method in class de.datexis.sector.tagger.SectorEncoder

encodeEach(Sentence, Class<? extends Span>) - Method in class de.datexis.sector.tagger.SectorEncoder

encodeMatrix(List<Document>, int, Class<? extends Span>) - Method in class de.datexis.sector.tagger.SectorEncoder

Encodes each element in the input and attaches the vectors to the element.

encodeMatrix(DocumentSentenceIterator.DocumentBatch) - Method in class de.datexis.sector.tagger.SectorTagger

encodeOtherClass() - Method in class de.datexis.sector.encoder.HeadingEncoder

encoder - Variable in class de.datexis.sector.encoder.ClassTag.Factory

encoder - Variable in class de.datexis.sector.encoder.HeadingTag.Factory

encoder - Variable in class de.datexis.sector.eval.ClassificationEvaluation

encoder - Variable in class de.datexis.sector.eval.ClassificationScoreCalculator

encoders - Variable in class de.datexis.sector.SectorAnnotator.Builder

encodeSubsampled(String) - Method in class de.datexis.sector.encoder.HeadingEncoder

encodeTarget(List<Document>, int, Class<? extends Span>) - Method in class de.datexis.sector.tagger.SectorTaggerIterator

equals(Object) - Method in class de.datexis.sector.encoder.ClassTag

equals(Object) - Method in class de.datexis.sector.model.SectionAnnotation

Two annotations are equal, iff begin and length are equal

eval - Variable in class de.datexis.sector.eval.ClassificationEvaluation

eval(INDArray, INDArray) - Method in class de.datexis.sector.eval.ClassificationEvaluation

eval(INDArray, INDArray, List<? extends Serializable>) - Method in class de.datexis.sector.eval.ClassificationEvaluation

eval(INDArray, INDArray, INDArray) - Method in class de.datexis.sector.eval.ClassificationEvaluation

eval - Variable in class de.datexis.sector.tagger.SectorTagger

evalExample(INDArray, INDArray) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Update scores from a single Example prediction

evalTimeSeries(INDArray, INDArray) - Method in class de.datexis.sector.eval.ClassificationEvaluation

evalTimeSeries(INDArray, INDArray, INDArray) - Method in class de.datexis.sector.eval.ClassificationEvaluation

evaluate(ComputationGraph, ClassificationEvaluation, MultiDataSetIterator) - Method in class de.datexis.sector.eval.ClassificationScoreCalculator

Override evaluation to use average of forward/backward layers in a single score.

evaluate(EvaluateSectorAnnotator.ExecParams) - Method in class de.datexis.sector.exec.EvaluateSectorAnnotator

evaluateModel(Dataset) - Method in class de.datexis.sector.SectorAnnotator

Evaluate SECTOR model using a given Dataset.

evaluateModel(Dataset, boolean, boolean, boolean) - Method in class de.datexis.sector.SectorAnnotator

Evaluate SECTOR model using a given Dataset.

EvaluateSectorAnnotator - Class in de.datexis.sector.exec

Run experiments on a pre-trained SECTOR model

EvaluateSectorAnnotator() - Constructor for class de.datexis.sector.exec.EvaluateSectorAnnotator

EvaluateSectorAnnotator.ExecParams - Class in de.datexis.sector.exec

ExecParams() - Constructor for class de.datexis.sector.exec.EvaluateSectorAnnotator.ExecParams

ExecParams() - Constructor for class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

F

Factory(LookupCacheEncoder) - Constructor for class de.datexis.sector.encoder.ClassTag.Factory

Factory(BagOfWordsEncoder) - Constructor for class de.datexis.sector.encoder.HeadingTag.Factory

feedForward(ComputationGraph, MultiDataSet) - Static method in class de.datexis.sector.tagger.SectorTagger

ff2rnn - Variable in class de.datexis.sector.tagger.SectorTagger

finalScore(ClassificationEvaluation) - Method in class de.datexis.sector.eval.ClassificationScoreCalculator

finish() - Method in class de.datexis.parvec.encoder.ParVecIterator

flagEncoder - Variable in class de.datexis.sector.tagger.SectorTagger

G

gaussianSmooth(INDArray) - Static method in class de.datexis.sector.SectorAnnotator

gaussianSmooth(INDArray, double) - Static method in class de.datexis.sector.SectorAnnotator

generateDataSet(DocumentSentenceIterator.DocumentBatch) - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

generateDataSet(DocumentSentenceIterator.DocumentBatch) - Method in class de.datexis.sector.tagger.SectorTaggerIterator

getAbstract() - Method in class de.datexis.sector.model.WikiDocument

getAccuracy() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Micro/Macro Accuracy

getAccuracy(int) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Accuracy per class

getAccuracyK() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getAnnotation(SectionAnnotation.Field) - Method in class de.datexis.sector.model.SectionAnnotation

getBatchSize() - Method in class de.datexis.sector.tagger.SectorEncoder

getConfidence() - Method in class de.datexis.sector.encoder.ClassTag

getConfidence() - Method in class de.datexis.sector.encoder.HeadingTag

getCountExpected() - Method in class de.datexis.sector.eval.SegmentationEvaluation

getCountPredicted() - Method in class de.datexis.sector.eval.SegmentationEvaluation

getEmbeddingLayerSize() - Method in class de.datexis.sector.tagger.SectorEncoder

getEmbeddingMatrix(Document) - Static method in class de.datexis.sector.SectorAnnotator

getEmbeddingVectorSize() - Method in class de.datexis.parvec.encoder.ParVecEncoder

getEmbeddingVectorSize() - Method in class de.datexis.parvec.encoder.ParVecWordsEncoder

getEmbeddingVectorSize() - Method in class de.datexis.sector.encoder.ClassEncoder

getEmbeddingVectorSize() - Method in class de.datexis.sector.encoder.ParVecSentenceEncoder

getEmbeddingVectorSize() - Method in class de.datexis.sector.tagger.SectorEncoder

getEncoders() - Method in class de.datexis.sector.tagger.SectorTagger

getF1(int) - Method in class de.datexis.sector.eval.ClassificationEvaluation

F1 score per class

getGraphConfiguration() - Method in class de.datexis.sector.tagger.SectorTagger

getIndex(String) - Method in class de.datexis.parvec.encoder.ParVecEncoder

getIndex(String) - Method in class de.datexis.sector.encoder.ClassEncoder

getIndex() - Method in class de.datexis.sector.encoder.ClassTag

getInputVectorSize() - Method in class de.datexis.parvec.encoder.ParVecEncoder

getLayerMatrix(Document, String) - Static method in class de.datexis.sector.SectorAnnotator

getLayerMatrix(Document, Class) - Static method in class de.datexis.sector.SectorAnnotator

getMacroF1() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Macro F1 score (average F1 over all classes).

getMacroPrecision() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Macro Precision (average Precision over all classes).

getMacroRecall() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Macro Recall (average recall over all classes).

getMAP() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getMassesArray(Document, Annotation.Source) - Method in class de.datexis.sector.eval.SegmentationEvaluation

getMeanSegmentLength(Collection<Document>) - Method in class de.datexis.sector.eval.SegmentationEvaluation

getMicroF1() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Micro F1 score (average F1 over all examples).

getMicroPrecision() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Micro Precision (average precision over all examples).

getMicroRecall() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Micro Recall (average recall over all examples).

getMRR() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getName() - Method in class de.datexis.sector.encoder.ClassEncoder

getName() - Method in class de.datexis.sector.tagger.SectorEncoder

getNearestNeighbour(INDArray) - Method in class de.datexis.parvec.encoder.ParVecEncoder

getNearestNeighbour(INDArray) - Method in class de.datexis.sector.encoder.ClassEncoder

getNearestNeighbourEntries(INDArray, int) - Method in class de.datexis.sector.encoder.ClassEncoder

getNearestNeighbours(INDArray, int) - Method in class de.datexis.parvec.encoder.ParVecEncoder

getNearestNeighbours(INDArray, int) - Method in class de.datexis.sector.encoder.ClassEncoder

getNearestNeighbours(INDArray, int) - Method in class de.datexis.sector.encoder.HeadingEncoder

getNN() - Method in class de.datexis.sector.tagger.SectorTagger

getNumEpochs() - Method in class de.datexis.sector.tagger.SectorEncoder

getOutputVectorSize() - Method in class de.datexis.parvec.encoder.ParVecEncoder

getPk() - Method in class de.datexis.sector.eval.SegmentationEvaluation

getPositionsArray(Document, Annotation.Source) - Method in class de.datexis.sector.eval.SegmentationEvaluation

getPrecision(int) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Precision per class

getPrecision1() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getPrecisionK() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getPredictions(INDArray) - Method in class de.datexis.parvec.encoder.ParVecEncoder

getPreProcessor() - Method in class de.datexis.parvec.encoder.ParVecIterator

getRecall(int) - Method in class de.datexis.sector.eval.ClassificationEvaluation

Recall per class

getRecall1() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getRecallK() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getScore() - Method in class de.datexis.sector.eval.ClassificationEvaluation

getScore() - Method in class de.datexis.sector.eval.SectorEvaluation

Return the MAP score from this Evaluation run.

getScore() - Method in class de.datexis.sector.eval.SegmentationEvaluation

getScores(INDArray) - Method in class de.datexis.parvec.encoder.LabelSeeker

This method accepts vector, that represents any document, and returns distances between this document, and previously trained categories

getScoresAsVector(INDArray) - Method in class de.datexis.parvec.encoder.LabelSeeker

getSectionHeading() - Method in class de.datexis.sector.model.SectionAnnotation

getSectionLabel() - Method in class de.datexis.sector.model.SectionAnnotation

getSectionLabelOrHeading() - Method in class de.datexis.sector.model.SectionAnnotation

getTag() - Method in class de.datexis.sector.encoder.ClassTag

getTag(int) - Method in class de.datexis.sector.encoder.ClassTag

getTag() - Method in class de.datexis.sector.encoder.HeadingTag

getTag(int) - Method in class de.datexis.sector.encoder.HeadingTag

getTagger() - Method in class de.datexis.sector.SectorAnnotator

getTagger() - Method in class de.datexis.sector.tagger.SectorEncoder

getTargetEncoder() - Method in class de.datexis.sector.SectorAnnotator

getTargetEncoder() - Method in class de.datexis.sector.tagger.SectorTagger

getTotalWords() - Method in class de.datexis.parvec.encoder.ParVecEncoder

getType() - Method in class de.datexis.sector.model.SectionAnnotation

getVector() - Method in class de.datexis.sector.encoder.ClassTag

getVector() - Method in class de.datexis.sector.encoder.HeadingTag

getVectorSize() - Method in class de.datexis.sector.encoder.ClassTag

getVectorSize() - Method in class de.datexis.sector.encoder.HeadingTag

getWD() - Method in class de.datexis.sector.eval.SegmentationEvaluation

getWord(int) - Method in class de.datexis.parvec.encoder.ParVecEncoder

getWords() - Method in class de.datexis.parvec.encoder.ParVecEncoder

H

hashCode() - Method in class de.datexis.sector.encoder.ClassTag

hasNext() - Method in class de.datexis.parvec.encoder.ParVecIterator

hasNext() - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

hasNextDocument() - Method in class de.datexis.parvec.encoder.ParVecIterator

hasNextDocument() - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

hasNextSection() - Method in class de.datexis.parvec.encoder.ParVecIterator

HeadingEncoder - Class in de.datexis.sector.encoder

Wrapper for Bag-Of-Words Headings with OTHER class and minWordLength

HeadingEncoder() - Constructor for class de.datexis.sector.encoder.HeadingEncoder

HeadingTag - Class in de.datexis.sector.encoder

HeadingTag(String, INDArray) - Constructor for class de.datexis.sector.encoder.HeadingTag

HeadingTag.Factory - Class in de.datexis.sector.encoder

I

ID - Static variable in class de.datexis.sector.encoder.ClassEncoder

ID - Static variable in class de.datexis.sector.encoder.HeadingEncoder

index - Variable in class de.datexis.sector.encoder.ClassTag

initializeClassLabelsTarget(SectorAnnotator.Builder, Dataset) - Method in class de.datexis.sector.exec.TrainSectorAnnotator

Initialize target encoder for the class labels task (single-label classification)

initializeHeadingsTarget(SectorAnnotator.Builder, Dataset, WordHelpers.Language) - Method in class de.datexis.sector.exec.TrainSectorAnnotator

Initialize target encoder for the headings prediction task (multi-label classification)

initializeInputEncodings_bloom(SectorAnnotator.Builder, Dataset, WordHelpers.Language) - Method in class de.datexis.sector.exec.TrainSectorAnnotator

initializeInputEncodings_wemb(SectorAnnotator.Builder, Resource) - Method in class de.datexis.sector.exec.TrainSectorAnnotator

inputEncoders - Variable in class de.datexis.sector.tagger.SectorTaggerIterator

isHeadingsModel - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

isMultiClass() - Method in class de.datexis.sector.tagger.SectorEncoder

isRandomize() - Method in class de.datexis.sector.tagger.SectorEncoder

isRequireSubsampling() - Method in class de.datexis.sector.tagger.SectorTagger

isUnknown(String) - Method in class de.datexis.sector.encoder.ClassEncoder

iterations - Variable in class de.datexis.parvec.encoder.ParVecEncoder

K

K - Variable in class de.datexis.sector.eval.ClassificationEvaluation

L

label - Variable in class de.datexis.sector.encoder.ClassTag

label - Variable in class de.datexis.sector.encoder.HeadingTag

LabelSeeker - Class in de.datexis.parvec.encoder

This is primitive seeker for nearest labels.

LabelSeeker(List<String>, InMemoryLookupTable<VocabWord>) - Constructor for class de.datexis.parvec.encoder.LabelSeeker

labelsList - Variable in class de.datexis.parvec.encoder.ParVecEncoder

language - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

layerSize - Variable in class de.datexis.parvec.encoder.ParVecEncoder

learningRate - Variable in class de.datexis.parvec.encoder.ParVecEncoder

length - Variable in class de.datexis.sector.encoder.HeadingTag

LINE_PATTERN - Variable in class de.datexis.sector.reader.WikiCitiesReader

load(Resource) - Static method in class de.datexis.parvec.encoder.ParVecEncoder

loadModel(Resource) - Method in class de.datexis.parvec.encoder.ParVecEncoder

loadModel(Resource) - Method in class de.datexis.sector.tagger.SectorEncoder

overrides and re-implementations for export of nested tagger to XML/JSON

loadModel(Resource) - Method in class de.datexis.sector.tagger.SectorTagger

log - Static variable in class de.datexis.parvec.encoder.ParVecEncoder

log - Static variable in class de.datexis.parvec.encoder.ParVecIterator

log - Static variable in class de.datexis.parvec.encoder.ParVecWordsEncoder

log - Static variable in class de.datexis.sector.encoder.HeadingEncoder

log - Static variable in class de.datexis.sector.encoder.HeadingTag

log - Static variable in class de.datexis.sector.encoder.ParVecSentenceEncoder

log - Static variable in class de.datexis.sector.eval.SectorEvaluation

log - Static variable in class de.datexis.sector.exec.EvaluateSectorAnnotator

log - Static variable in class de.datexis.sector.exec.TrainSectorAnnotator

log - Static variable in class de.datexis.sector.model.SectionAnnotation

log - Static variable in class de.datexis.sector.model.WikiDocument

log - Static variable in class de.datexis.sector.reader.ChoiDatasetReader

log - Static variable in class de.datexis.sector.reader.MultiSegReader

log - Static variable in class de.datexis.sector.reader.Wiki727Reader

log - Static variable in class de.datexis.sector.reader.WikiCitiesReader

log - Static variable in class de.datexis.sector.reader.WikiSectionReader

log - Static variable in class de.datexis.sector.SectorAnnotator

log - Static variable in class de.datexis.sector.tagger.SectorTagger

lossFunc - Variable in class de.datexis.sector.SectorAnnotator.Builder

M

main(String[]) - Static method in class de.datexis.sector.exec.EvaluateSectorAnnotator

main(String[]) - Static method in class de.datexis.sector.exec.TrainSectorAnnotator

mapsum - Variable in class de.datexis.sector.eval.ClassificationEvaluation

average precision

matches(Object) - Method in class de.datexis.sector.encoder.ClassTag

matches(SectionAnnotation) - Method in class de.datexis.sector.model.SectionAnnotation

Returns TRUE, if this Annotation matches the boundaries and class of another annotation

maxDocLength - Variable in class de.datexis.sector.tagger.DocumentSentenceIterator.DocumentBatch

maxIndex(INDArray) - Static method in class de.datexis.sector.eval.ClassificationEvaluation

merge(ClassificationEvaluation) - Method in class de.datexis.sector.eval.ClassificationEvaluation

minimizeScore() - Method in class de.datexis.sector.eval.ClassificationScoreCalculator

minLearningRate - Variable in class de.datexis.parvec.encoder.ParVecEncoder

model - Variable in class de.datexis.parvec.encoder.ParVecEncoder

modelPath - Variable in class de.datexis.sector.exec.EvaluateSectorAnnotator.ExecParams

mrrsum - Variable in class de.datexis.sector.eval.ClassificationEvaluation

average precision

MultiSegReader - Class in de.datexis.sector.reader

Reader for MultiSeg dataset by Ivan Titov: "Multi-document topic segmentation".

MultiSegReader() - Constructor for class de.datexis.sector.reader.MultiSegReader

N

newEval() - Method in class de.datexis.sector.eval.ClassificationScoreCalculator

next(int) - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

nextBatch(int) - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

Returns the next batch of documents.

nextDocument() - Method in class de.datexis.parvec.encoder.ParVecIterator

nextDocument() - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

nextDocumentBatch() - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

nextDocumentBatch(int) - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

nextSentence() - Method in class de.datexis.parvec.encoder.ParVecIterator

numClasses - Variable in class de.datexis.sector.encoder.ClassTag

numClasses - Variable in class de.datexis.sector.eval.ClassificationEvaluation

numEpochs - Variable in class de.datexis.parvec.encoder.ParVecEncoder

O

oneHot(String) - Method in class de.datexis.parvec.encoder.ParVecEncoder

oneHot(String) - Method in class de.datexis.sector.encoder.ClassEncoder

OTHER_CLASS - Static variable in class de.datexis.sector.encoder.HeadingEncoder

outputPath - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

P

p1sum - Variable in class de.datexis.sector.eval.ClassificationEvaluation

average precision

ParVecEncoder - Class in de.datexis.parvec.encoder

ParVecEncoder() - Constructor for class de.datexis.parvec.encoder.ParVecEncoder

ParVecIterator - Class in de.datexis.parvec.encoder

An iterator that iterates over Sections (not Sentences).

ParVecIterator(Dataset, boolean) - Constructor for class de.datexis.parvec.encoder.ParVecIterator

ParVecIterator(Collection<Document>, boolean) - Constructor for class de.datexis.parvec.encoder.ParVecIterator

ParVecSentenceEncoder - Class in de.datexis.sector.encoder

Encodes a sentence using ParVec inference.

ParVecSentenceEncoder() - Constructor for class de.datexis.sector.encoder.ParVecSentenceEncoder

ParVecWordsEncoder - Class in de.datexis.parvec.encoder

Encodes a sentence as mean of individual Word Vectors.

ParVecWordsEncoder() - Constructor for class de.datexis.parvec.encoder.ParVecWordsEncoder

pca(INDArray, int) - Static method in class de.datexis.sector.SectorAnnotator

pksum - Variable in class de.datexis.sector.eval.ClassificationEvaluation

average precision

pksum - Variable in class de.datexis.sector.eval.SegmentationEvaluation

preprocessor - Static variable in class de.datexis.parvec.encoder.ParVecEncoder

pretrain(Dataset) - Method in class de.datexis.sector.SectorAnnotator.Builder

pretrain encoders

printClassificationAtKStats() - Method in class de.datexis.sector.eval.ClassificationEvaluation

Print micro-averaged scores for evaluation @K

printClassificationStats() - Method in class de.datexis.sector.eval.ClassificationEvaluation

printDatasetStats(Dataset) - Static method in class de.datexis.sector.eval.SectorEvaluation

Print out some stats about the Dataset.

printEvaluationStats() - Method in class de.datexis.sector.eval.SectorEvaluation

Print out the Evaluation results table.

printSingleClassStats() - Method in class de.datexis.sector.eval.SectorEvaluation

Print out Evaluation results table for single classes.

printSingleClassStats(ClassificationEvaluation) - Static method in class de.datexis.sector.eval.SectorEvaluation

R

r1sum - Variable in class de.datexis.sector.eval.ClassificationEvaluation

average precision

randomize - Variable in class de.datexis.parvec.encoder.ParVecIterator

rank(int, INDArray) - Static method in class de.datexis.sector.eval.ClassificationEvaluation

get position of index idx in ranked labels l

read(Resource) - Method in class de.datexis.sector.reader.MultiSegReader

read(Resource) - Method in class de.datexis.sector.reader.WikiCitiesReader

Read a single Document from file.

read(Resource) - Method in class de.datexis.sector.reader.WikiSectionReader

readC99Result(Dataset, Resource) - Static method in class de.datexis.sector.reader.ChoiDatasetReader

Read .ref/.pred files produced by C99.

readDatasetFromJSON(Resource) - Static method in class de.datexis.sector.reader.WikiSectionReader

readDocumentFromFile(Resource) - Method in class de.datexis.sector.reader.ChoiDatasetReader

Read a single Document from file.

readDocumentFromFile(Resource) - Method in class de.datexis.sector.reader.MultiSegReader

Read a single Document from file.

readDocumentFromFile(Resource) - Method in class de.datexis.sector.reader.Wiki727Reader

Read a single Document from file.

readSectionsFromLabel(Resource, int) - Method in class de.datexis.sector.reader.MultiSegReader

Return a set of lines where a new sections starts.

readWikiDocumentsFromJSON(Resource) - Static method in class de.datexis.sector.reader.WikiSectionReader

requireSubsampling - Variable in class de.datexis.sector.SectorAnnotator.Builder

requireSubsampling - Variable in class de.datexis.sector.tagger.SectorTagger

requireSubsampling - Variable in class de.datexis.sector.tagger.SectorTaggerIterator

reset() - Method in class de.datexis.parvec.encoder.ParVecIterator

reset() - Method in class de.datexis.sector.eval.ClassificationEvaluation

reset() - Method in class de.datexis.sector.tagger.DocumentSentenceIterator

rksum - Variable in class de.datexis.sector.eval.ClassificationEvaluation

average precision

runTraining(TrainSectorAnnotator.ExecParams) - Method in class de.datexis.sector.exec.TrainSectorAnnotator

S

saveModel(Resource, String) - Method in class de.datexis.parvec.encoder.ParVecEncoder

saveModel(Resource, String) - Method in class de.datexis.sector.tagger.SectorEncoder

saveModel(Resource, String) - Method in class de.datexis.sector.tagger.SectorTagger

Saves the model to .bin.gz

ScoreImprovementMinEpochsTerminationCondition - Class in de.datexis.sector.tagger

ScoreImprovementMinEpochsTerminationCondition(int, int, int) - Constructor for class de.datexis.sector.tagger.ScoreImprovementMinEpochsTerminationCondition

SECTION_PATTERN - Variable in class de.datexis.sector.reader.Wiki727Reader

SectionAnnotation - Class in de.datexis.sector.model

An Annotation used to attach a phrase (e.g. sentences) to documents, e.g. questions, summarizations, etc.

SectionAnnotation() - Constructor for class de.datexis.sector.model.SectionAnnotation

Used for JSON Deserialization

SectionAnnotation(Annotation.Source) - Constructor for class de.datexis.sector.model.SectionAnnotation

SectionAnnotation(Annotation.Source, String, String) - Constructor for class de.datexis.sector.model.SectionAnnotation

SectionAnnotation.Field - Enum in de.datexis.sector.model

sectionHeading - Variable in class de.datexis.sector.model.SectionAnnotation

sectionLevel - Variable in class de.datexis.sector.reader.Wiki727Reader

sections - Variable in class de.datexis.parvec.encoder.ParVecIterator

SectorAnnotator - Class in de.datexis.sector

An Annotator that detects sections in a Document and assigns labels.

SectorAnnotator() - Constructor for class de.datexis.sector.SectorAnnotator

used for JSON deserialization

SectorAnnotator(Tagger) - Constructor for class de.datexis.sector.SectorAnnotator

SectorAnnotator(AnnotatorComponent) - Constructor for class de.datexis.sector.SectorAnnotator

SectorAnnotator.Builder - Class in de.datexis.sector

Builder pattern for creating new SECTOR Annotators.

SectorAnnotator.SegmentationMethod - Enum in de.datexis.sector

SectorEncoder - Class in de.datexis.sector.tagger

An Encoder that capsules SectorTagger and returns the hidden layer embedding.

SectorEncoder() - Constructor for class de.datexis.sector.tagger.SectorEncoder

SectorEncoder(String) - Constructor for class de.datexis.sector.tagger.SectorEncoder

SectorEncoder(String, SectorTagger) - Constructor for class de.datexis.sector.tagger.SectorEncoder

SectorEvaluation - Class in de.datexis.sector.eval

Combined Evaluation of Headings per Sentence, Segmentation and Classification per Segment

SectorEvaluation(String, Annotation.Source, Annotation.Source, LookupCacheEncoder) - Constructor for class de.datexis.sector.eval.SectorEvaluation

Initialize evaluation for classification and segmentation

SectorEvaluation(String, Annotation.Source, Annotation.Source) - Constructor for class de.datexis.sector.eval.SectorEvaluation

Initialize evaluation for segmentation only

SectorTagger - Class in de.datexis.sector.tagger

SECTOR Recurrent Network with separated FW/BW layers.

SectorTagger() - Constructor for class de.datexis.sector.tagger.SectorTagger

used by XML deserializer

SectorTagger(String) - Constructor for class de.datexis.sector.tagger.SectorTagger

SectorTagger(Resource) - Constructor for class de.datexis.sector.tagger.SectorTagger

SectorTaggerIterator - Class in de.datexis.sector.tagger

Iterates through a Dataset with Document-Level Batches of Sentences

SectorTaggerIterator(AbstractMultiDataSetIterator.Stage, Dataset, SectorTagger, int, boolean, boolean) - Constructor for class de.datexis.sector.tagger.SectorTaggerIterator

SectorTaggerIterator(AbstractMultiDataSetIterator.Stage, Collection<Document>, SectorTagger, int, boolean, boolean) - Constructor for class de.datexis.sector.tagger.SectorTaggerIterator

SectorTaggerIterator(AbstractMultiDataSetIterator.Stage, Collection<Document>, SectorTagger, int, int, boolean, boolean) - Constructor for class de.datexis.sector.tagger.SectorTaggerIterator

SectorTaggerIterator(AbstractMultiDataSetIterator.Stage, Collection<Document>, SectorTagger, int, int, int, boolean, boolean) - Constructor for class de.datexis.sector.tagger.SectorTaggerIterator

segment(Collection<Document>, SectorAnnotator.SegmentationMethod, boolean) - Method in class de.datexis.sector.SectorAnnotator

Attach SectionAnnotations to each Document with a given segmentation strategy.

SEGMENT_SPLIT - Static variable in class de.datexis.sector.reader.ChoiDatasetReader

segmentationEval - Variable in class de.datexis.sector.eval.SectorEvaluation

SegmentationEvaluation - Class in de.datexis.sector.eval

SegmentationEvaluation(String) - Constructor for class de.datexis.sector.eval.SegmentationEvaluation

SegmentationEvaluation(String, Annotation.Source, Annotation.Source) - Constructor for class de.datexis.sector.eval.SegmentationEvaluation

segmentClassEval - Variable in class de.datexis.sector.eval.SectorEvaluation

sentenceClassEval - Variable in class de.datexis.sector.eval.SectorEvaluation

setAbstract(String) - Method in class de.datexis.sector.model.WikiDocument

setBatchSize(int) - Method in class de.datexis.sector.tagger.SectorEncoder

setConfidence(double) - Method in class de.datexis.sector.encoder.ClassTag

setConfidence(double) - Method in class de.datexis.sector.encoder.HeadingTag

setEmbeddingLayerSize(int) - Method in class de.datexis.sector.tagger.SectorEncoder

setEncoders(List<Encoder>) - Method in class de.datexis.sector.tagger.SectorTagger

setGraphConfiguration(JsonNode) - Method in class de.datexis.sector.tagger.SectorTagger

setInputEncoders(Encoder, Encoder, Encoder) - Method in class de.datexis.sector.tagger.SectorTagger

setModelParams(int, int) - Method in class de.datexis.parvec.encoder.ParVecEncoder

setMultiClass(boolean) - Method in class de.datexis.sector.tagger.SectorEncoder

setName(String) - Method in class de.datexis.sector.tagger.SectorEncoder

setNumEpochs(int) - Method in class de.datexis.sector.tagger.SectorEncoder

setParams(CommandLine) - Method in class de.datexis.sector.exec.EvaluateSectorAnnotator.ExecParams

setParams(CommandLine) - Method in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

setPreProcessor(SentencePreProcessor) - Method in class de.datexis.parvec.encoder.ParVecIterator

setRandomize(boolean) - Method in class de.datexis.sector.tagger.SectorEncoder

setRequireSubsampling(boolean) - Method in class de.datexis.sector.tagger.SectorTagger

setSectionHeading(String) - Method in class de.datexis.sector.model.SectionAnnotation

setSectionLabel(String) - Method in class de.datexis.sector.model.SectionAnnotation

setStopWords(List<String>) - Method in class de.datexis.parvec.encoder.ParVecEncoder

setTagger(SectorTagger) - Method in class de.datexis.sector.tagger.SectorEncoder

setTargetEncoder(Encoder) - Method in class de.datexis.sector.tagger.SectorTagger

setTrainingParams(double, double, int, int, int) - Method in class de.datexis.parvec.encoder.ParVecEncoder

setUpCliOptions() - Method in class de.datexis.sector.exec.EvaluateSectorAnnotator.ExecParams

setUpCliOptions() - Method in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

setWorkspaceParams(int) - Method in class de.datexis.sector.tagger.SectorTagger

size - Variable in class de.datexis.sector.tagger.DocumentSentenceIterator.DocumentBatch

skipPrefaceAnnotation - Variable in class de.datexis.sector.reader.Wiki727Reader

skipPrefaceText - Variable in class de.datexis.sector.reader.Wiki727Reader

skipTopLevelSegment - Variable in class de.datexis.sector.reader.WikiCitiesReader

stats() - Method in class de.datexis.sector.eval.ClassificationEvaluation

stopwords - Variable in class de.datexis.parvec.encoder.ParVecEncoder

T

tag(Collection<Document>) - Method in class de.datexis.sector.tagger.SectorTagger

tagger - Variable in class de.datexis.sector.eval.ClassificationScoreCalculator

tagger - Variable in class de.datexis.sector.tagger.SectorEncoder

tagger - Variable in class de.datexis.sector.tagger.SectorTaggerIterator

targetEncoder - Variable in class de.datexis.sector.tagger.SectorTagger

targetEncoderClass - Variable in class de.datexis.sector.eval.SectorEvaluation

targetEncoders - Variable in class de.datexis.sector.tagger.SectorTaggerIterator

targetSize - Variable in class de.datexis.parvec.encoder.ParVecEncoder

terminate(int, double, boolean) - Method in class de.datexis.sector.tagger.ScoreImprovementMinEpochsTerminationCondition

Should the early stopping training terminate at this epoch, based on the calculated score and the epoch number?

testFile - Variable in class de.datexis.sector.exec.EvaluateSectorAnnotator.ExecParams

testFile - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

testModel(Dataset) - Method in class de.datexis.sector.tagger.SectorTagger

toJson() - Method in class de.datexis.sector.eval.ClassificationEvaluation

tokenizerFactory - Variable in class de.datexis.parvec.encoder.ParVecEncoder

TOPLEVEL_STRING - Variable in class de.datexis.sector.reader.WikiCitiesReader

toString() - Method in class de.datexis.sector.encoder.ClassTag

toString() - Method in class de.datexis.sector.tagger.ScoreImprovementMinEpochsTerminationCondition

toYaml() - Method in class de.datexis.sector.eval.ClassificationEvaluation

trainFile - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

trainingUI - Variable in class de.datexis.sector.exec.TrainSectorAnnotator.ExecParams

trainModel(Collection<Document>) - Method in class de.datexis.parvec.encoder.ParVecEncoder

trainModel(Dataset) - Method in class de.datexis.parvec.encoder.ParVecEncoder

trainModel(Collection<Document>) - Method in class de.datexis.sector.encoder.ClassEncoder

trainModel(Iterable<String>, int) - Method in class de.datexis.sector.encoder.ClassEncoder

trainModel(List<String>, int, int, WordHelpers.Language) - Method in class de.datexis.sector.encoder.HeadingEncoder

trainModel(Dataset) - Method in class de.datexis.sector.SectorAnnotator

Train a SECTOR model with configured number of epochs.

trainModel(Dataset, int) - Method in class de.datexis.sector.SectorAnnotator

Train a SECTOR model with given fixed number of epochs.

trainModel(Collection<Document>) - Method in class de.datexis.sector.tagger.SectorEncoder

trainModel(Dataset) - Method in class de.datexis.sector.tagger.SectorTagger

trainModel(Dataset, int) - Method in class de.datexis.sector.tagger.SectorTagger

trainModel(Dataset, Dataset, EarlyStoppingConfiguration) - Method in class de.datexis.sector.tagger.SectorTagger

trainModelEarlyStopping(Dataset, Dataset, int, int, int) - Method in class de.datexis.sector.SectorAnnotator

Train a SECTOR model with early stopping based on MAP score.

trainModelUsingHead(Iterable<String>) - Method in class de.datexis.sector.encoder.ClassEncoder

TrainSectorAnnotator - Class in de.datexis.sector.exec

Main Controller for training of SECTOR models.

TrainSectorAnnotator() - Constructor for class de.datexis.sector.exec.TrainSectorAnnotator

TrainSectorAnnotator.ExecParams - Class in de.datexis.sector.exec

triggerEpochListeners(boolean, int) - Method in class de.datexis.sector.tagger.SectorTagger

type - Variable in class de.datexis.sector.model.SectionAnnotation

V

valueOf(String) - Static method in enum de.datexis.sector.model.SectionAnnotation.Field

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

valueOf(String) - Static method in enum de.datexis.sector.SectorAnnotator.SegmentationMethod

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

values() - Static method in enum de.datexis.sector.model.SectionAnnotation.Field

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

values() - Static method in enum de.datexis.sector.SectorAnnotator.SegmentationMethod

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

vector - Variable in class de.datexis.sector.encoder.ClassTag

vector - Variable in class de.datexis.sector.encoder.HeadingTag

W

wdsum - Variable in class de.datexis.sector.eval.SegmentationEvaluation

Wiki727Reader - Class in de.datexis.sector.reader

Reader for Wiki-727l Dataset by Omri Koshorek, Adir Cohen, Noam Mor, Michael Rotman, and Jonathan Berant. 2018.

Wiki727Reader() - Constructor for class de.datexis.sector.reader.Wiki727Reader

WikiCitiesReader - Class in de.datexis.sector.reader

Reader for WikiCities dataset by Harr Chen, S.

WikiCitiesReader() - Constructor for class de.datexis.sector.reader.WikiCitiesReader

WikiDocument - Class in de.datexis.sector.model

Extension of Document to include a dedicated Abstract section.

WikiDocument() - Constructor for class de.datexis.sector.model.WikiDocument

WikiSectionReader - Class in de.datexis.sector.reader

Reads WikiSection Datasets from JSON file.

WikiSectionReader() - Constructor for class de.datexis.sector.reader.WikiSectionReader

windowSize - Variable in class de.datexis.parvec.encoder.ParVecEncoder

withDataset(String, WordHelpers.Language) - Method in class de.datexis.sector.SectorAnnotator.Builder

withId(String) - Method in class de.datexis.sector.SectorAnnotator.Builder

withInputEncoders(String, Encoder, Encoder, Encoder) - Method in class de.datexis.sector.SectorAnnotator.Builder

withLossFunction(LossFunctions.LossFunction, Activation, boolean) - Method in class de.datexis.sector.SectorAnnotator.Builder

withLossFunction(ILossFunction, Activation, boolean) - Method in class de.datexis.sector.SectorAnnotator.Builder

withMergeEnabled(boolean) - Method in class de.datexis.sector.eval.SectorEvaluation

Enable/disable merging adjacent sections with same label into one (in both GOLD and PRED).

withMergeEnabled(boolean) - Method in class de.datexis.sector.eval.SegmentationEvaluation

Enable/disable merging adjacent sections with same label into one (in both GOLD and PRED).

withModelParams(int, int, int) - Method in class de.datexis.sector.SectorAnnotator.Builder

withRecalculateK(boolean) - Method in class de.datexis.sector.eval.SectorEvaluation

Enable/disable recalculation of K for each document in the evaluation.

withRecalculateK(boolean) - Method in class de.datexis.sector.eval.SegmentationEvaluation

Enable/disable recalculation of K for each document in the evaluation.

withSectionLevel(int) - Method in class de.datexis.sector.reader.Wiki727Reader

Create Annotations down to a given level. 0 - include all section 1 - the whole document as one section 2 - include sections 3 - include subsections etc.

withSegmentationEvaluation(boolean) - Method in class de.datexis.sector.eval.SectorEvaluation

Enable/disable evaluation for segmentation (Pk/WD).

withSegmentClassEvaluation(boolean) - Method in class de.datexis.sector.eval.SectorEvaluation

Enable/disable evaluation for segment-based classification (Prec/Rec/F1).

withSentenceClassEvaluation(boolean) - Method in class de.datexis.sector.eval.SectorEvaluation

Enable/disable evaluation for sentence-based classification (Prec/Rec/F1).

withSkipPreface(boolean) - Method in class de.datexis.sector.reader.Wiki727Reader

withSkipTopLevelSegment(boolean) - Method in class de.datexis.sector.reader.WikiCitiesReader

withTargetEncoder(Encoder) - Method in class de.datexis.sector.SectorAnnotator.Builder

withTrainingParams(double, double, int, int, int) - Method in class de.datexis.sector.SectorAnnotator.Builder

withTrainingParams(double, double, int, int, int, int) - Method in class de.datexis.sector.SectorAnnotator.Builder

withWordEmbedding(WordVectors) - Method in class de.datexis.parvec.encoder.ParVecEncoder

word2Vec - Variable in class de.datexis.parvec.encoder.ParVecEncoder

workers - Variable in class de.datexis.sector.tagger.SectorTagger

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