de.datexis.sector.encoder

Class ParVecSentenceEncoder

java.lang.Object

de.datexis.annotator.AnnotatorComponent

de.datexis.encoder.Encoder

de.datexis.encoder.LookupCacheEncoder

de.datexis.parvec.encoder.ParVecEncoder

de.datexis.sector.encoder.ParVecSentenceEncoder

All Implemented Interfaces:

IComponent, IEncoder

public class ParVecSentenceEncoder
extends ParVecEncoder

Encodes a sentence using ParVec inference.

Author:

Sebastian Arnold

Field Summary

Fields

Modifier and Type	Field and Description
protected static org.slf4j.Logger	log

Fields inherited from class de.datexis.parvec.encoder.ParVecEncoder

batchSize, iterations, labelsList, layerSize, learningRate, minLearningRate, model, numEpochs, preprocessor, stopwords, targetSize, tokenizerFactory, windowSize, word2Vec

Fields inherited from class de.datexis.encoder.LookupCacheEncoder

totalWords, vocab

Fields inherited from class de.datexis.annotator.AnnotatorComponent

id, modelAvailable, name, timer

Constructor Summary

Constructors

Constructor and Description
ParVecSentenceEncoder()

Method Summary

Modifier and Type	Method and Description
long	getEmbeddingVectorSize()

Methods inherited from class de.datexis.parvec.encoder.ParVecEncoder

encode, encode, encode, getIndex, getInputVectorSize, getNearestNeighbour, getNearestNeighbours, getOutputVectorSize, getPredictions, getTotalWords, getWord, getWords, load, loadModel, oneHot, saveModel, setModelParams, setStopWords, setTrainingParams, trainModel, trainModel, withWordEmbedding

Methods inherited from class de.datexis.encoder.LookupCacheEncoder

getConfidence, getFrequency, getMaxConfidence, getNearestNeighbours, getProbability, isUnknown, setTotalWords

Methods inherited from class de.datexis.encoder.Encoder

encode, encodeEach, encodeEach, encodeEach, encodeMatrix, trainModel

Methods inherited from class de.datexis.annotator.AnnotatorComponent

appendTestLog, appendTestLog, appendTrainLog, appendTrainLog, clearTestLog, clearTrainLog, getConf, getId, getModel, getName, getTestLog, getTrainLog, isModelAvailable, isModelAvailableInChildren, setConf, setId, setModel, setModelAvailable, setModelFilename, setName

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface de.datexis.annotator.IComponent

getEncoders, getId, getName, isModelAvailable, setEncoders

Field Detail

log

protected static final org.slf4j.Logger log

Constructor Detail

ParVecSentenceEncoder

public ParVecSentenceEncoder()

Method Detail

getEmbeddingVectorSize

public long getEmbeddingVectorSize()

Specified by:

getEmbeddingVectorSize in interface IEncoder

Overrides:

getEmbeddingVectorSize in class ParVecEncoder