rohanar
rohanar
/ ParagraphVectorLearningTest2.java
Created
February 18, 2016 11:47
ParagraphVectors test for stopwords usage
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| package org.deeplearning4j.examples.paragraphvectors; | |
| import java.io.IOException; | |
| import java.util.ArrayList; | |
| import java.util.Collection; | |
| import java.util.HashMap; | |
| import java.util.List; | |
| import java.util.Map; | |
| import org.apache.commons.lang.time.StopWatch; |
rohanar
/ SolrDocLabelAwareIterator2.java
Created
February 9, 2016 10:54
LabelAwareIterator for ParagraphVector Learning Test code
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| package org.synthesis.java.extension; | |
| import java.util.ArrayList; | |
| import java.util.Iterator; | |
| import java.util.List; | |
| import java.util.Map; | |
| import lombok.NonNull; | |
| import org.deeplearning4j.text.documentiterator.LabelAwareIterator; |
rohanar
/ ParagraphVectorLearningTest.java
Created
February 9, 2016 10:52
ParagraphVectors learning Test code
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| package org.deeplearning4j.examples.paragraphvectors; | |
| import java.io.IOException; | |
| import java.util.HashMap; | |
| import java.util.Map; | |
| import org.apache.commons.lang.time.StopWatch; | |
| import org.deeplearning4j.models.embeddings.loader.WordVectorSerializer; | |
| import org.deeplearning4j.models.paragraphvectors.ParagraphVectors; | |
| import org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache; |
rohanar
/ ParagraphVectorsClassifierExample.java
Created
February 8, 2016 11:01
ParahraphVectors deserializing issue
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| package org.deeplearning4j.examples.paragraphvectors; | |
| import org.canova.api.util.ClassPathResource; | |
| import org.deeplearning4j.berkeley.Pair; | |
| import org.deeplearning4j.clustering.kmeans.KMeansClustering; | |
| import org.deeplearning4j.examples.paragraphvectors.tools.FileLabelAwareIterator; | |
| import org.deeplearning4j.examples.paragraphvectors.tools.LabelSeeker; | |
| import org.deeplearning4j.examples.paragraphvectors.tools.MeansBuilder; | |
| import org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable; | |
| import org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram; |
rohanar
/ ParagraphVectorSerializer.java
Created
February 5, 2016 15:59
A modified WordVectorSerializer (of AlexBlack's) for serializing ParagraphVectors
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| package org.synthesis.java.extension; | |
| import com.fasterxml.jackson.databind.DeserializationFeature; | |
| import com.fasterxml.jackson.databind.MapperFeature; | |
| import com.fasterxml.jackson.databind.ObjectMapper; | |
| import com.fasterxml.jackson.databind.SerializationFeature; | |
| import lombok.NonNull; | |
| import org.apache.commons.compress.compressors.gzip.GzipUtils; | |
| import org.apache.commons.io.IOUtils; | |
| import org.apache.commons.io.LineIterator; | |
| import org.deeplearning4j.berkeley.Pair; |
rohanar
/ ParagraphVectorsTextKMeansExample.java
Last active
April 17, 2020 14:21
KMeansClustering Example
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| package org.deeplearning4j.examples.paragraphvectors; | |
| import org.apache.commons.lang.time.StopWatch; | |
| import org.deeplearning4j.clustering.cluster.Cluster; | |
| import org.deeplearning4j.clustering.cluster.ClusterSet; | |
| import org.deeplearning4j.clustering.cluster.Point; | |
| import org.deeplearning4j.clustering.cluster.PointClassification; | |
| import org.deeplearning4j.clustering.kmeans.KMeansClustering; | |
| import org.deeplearning4j.models.embeddings.loader.WordVectorSerializer; | |
| import org.deeplearning4j.models.paragraphvectors.ParagraphVectors; |
rohanar
/ ParagraphVectorsClassifierExample.java
Created
January 29, 2016 15:32
ParagraphVectorSerialiser
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| package org.deeplearning4j.examples.paragraphvectors; | |
| import org.canova.api.util.ClassPathResource; | |
| import org.deeplearning4j.berkeley.Pair; | |
| import org.deeplearning4j.clustering.kmeans.KMeansClustering; | |
| import org.deeplearning4j.examples.paragraphvectors.tools.FileLabelAwareIterator; | |
| import org.deeplearning4j.examples.paragraphvectors.tools.LabelSeeker; | |
| import org.deeplearning4j.examples.paragraphvectors.tools.MeansBuilder; | |
| import org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable; | |
| import org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram; |
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| Can you please tell me what maven dependencies you need. I have trying the following: | |
| 1. mahout-mr-0.10.0 | |
| 2.spark-core-2.11-1.3.0 | |
| 3.mahout-spark-2.10-0.10.0 | |
| 4.mahout-math-0.10.0 | |
| still there are missing classes.... |