├── README.md ├── nlp ├── README.md └── representation_learning │ ├── Network Representation Learning with Rich Text Information.pdf │ └── Representation Learning for Measuring Entity Relatedness with Rich Information.pdf ├── recsys ├── README.md ├── intro │ ├── SimplePageRank.java │ └── tutorial.md └── matrix_factorization │ ├── common_apporach.png │ ├── cos_function.png │ ├── fast_rec.png │ ├── hypothesis.png │ ├── hypothesis2.png │ ├── infra.png │ ├── okapi │ ├── .idea │ │ ├── .name │ │ ├── compiler.xml │ │ ├── copyright │ │ │ └── profiles_settings.xml │ │ ├── dictionaries │ │ │ └── white.xml │ │ ├── encodings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ ├── scopes │ │ │ └── scope_settings.xml │ │ ├── uiDesigner.xml │ │ ├── vcs.xml │ │ └── workspace.xml │ ├── okapi.iml │ └── src │ │ ├── main │ │ ├── okapi │ │ │ ├── aggregators │ │ │ │ ├── FloatAvgAggregator.java │ │ │ │ ├── TextAggregatorWriter.java │ │ │ │ └── ValueTextAggregatorWriter.java │ │ │ ├── cf │ │ │ │ ├── CfId.java │ │ │ │ ├── CfLongId.java │ │ │ │ ├── CfLongIdFloatTextInputFormat.java │ │ │ │ ├── FloatMatrixMessage.java │ │ │ │ ├── als │ │ │ │ │ └── Als.java │ │ │ │ ├── annotations │ │ │ │ │ ├── AnnotationsInfo.java │ │ │ │ │ ├── HyperParameter.java │ │ │ │ │ └── OkapiAutotuning.java │ │ │ │ ├── eval │ │ │ │ │ ├── CFEvaluationOutputFormat.java │ │ │ │ │ ├── CfLongIdBooleanTextInputFormat.java │ │ │ │ │ ├── CfModelInputFormat.java │ │ │ │ │ ├── FloatBoolean.java │ │ │ │ │ └── RankEvaluationComputation.java │ │ │ │ ├── ranking │ │ │ │ │ ├── AbstractCFRankingComputation.java │ │ │ │ │ ├── BPRRankingComputation.java │ │ │ │ │ ├── ClimfRankingComputation.java │ │ │ │ │ ├── PopularityRankingComputation.java │ │ │ │ │ ├── RandomRankingComputation.java │ │ │ │ │ └── TFMAPRankingComputation.java │ │ │ │ ├── sgd │ │ │ │ │ └── Sgd.java │ │ │ │ └── svd │ │ │ │ │ └── Svdpp.java │ │ │ ├── clustering │ │ │ │ └── kmeans │ │ │ │ │ ├── ArrayListOfDoubleArrayListWritableAggregator.java │ │ │ │ │ ├── DoubleArrayListWritableAggregator.java │ │ │ │ │ ├── KMeansClustering.java │ │ │ │ │ ├── KMeansTextInputFormat.java │ │ │ │ │ ├── KMeansTextOutputFormat.java │ │ │ │ │ └── KMeansVertexValue.java │ │ │ ├── common │ │ │ │ ├── Parameters.java │ │ │ │ ├── computation │ │ │ │ │ ├── PropagateId.java │ │ │ │ │ ├── ReverseEdges.java │ │ │ │ │ └── SendFriends.java │ │ │ │ ├── data │ │ │ │ │ ├── ArrayListOfDoubleArrayListWritable.java │ │ │ │ │ ├── DoubleArrayListWritable.java │ │ │ │ │ ├── IntArrayListWritable.java │ │ │ │ │ ├── LongArrayListWritable.java │ │ │ │ │ ├── MapWritable.java │ │ │ │ │ └── MessageWrapper.java │ │ │ │ ├── graph │ │ │ │ │ ├── EdgeValueComparator.java │ │ │ │ │ ├── NullOutEdges.java │ │ │ │ │ └── SortedOutEdges.java │ │ │ │ └── jblas │ │ │ │ │ └── FloatMatrixWritable.java │ │ │ ├── examples │ │ │ │ ├── SimpleCountInEdgesVertex.java │ │ │ │ ├── SimpleIdentityComputation.java │ │ │ │ └── SimpleMasterComputeVertex.java │ │ │ ├── graphs │ │ │ │ ├── ClusteringCoefficient.java │ │ │ │ ├── ConnectedComponents.java │ │ │ │ ├── KCore.java │ │ │ │ ├── MultipleSourceShortestPaths.java │ │ │ │ ├── ScalableSemimetric.java │ │ │ │ ├── SemiClustering.java │ │ │ │ ├── SemimetricTriangles.java │ │ │ │ ├── SimplePageRank.java │ │ │ │ ├── SingleSourceShortestPaths.java │ │ │ │ ├── SybilRank.java │ │ │ │ ├── SybilRankWattsStrogatzVertexInputFormat.java │ │ │ │ ├── Triangles.java │ │ │ │ ├── maxbmatching │ │ │ │ │ ├── MBMEdgeValue.java │ │ │ │ │ ├── MBMMessage.java │ │ │ │ │ ├── MBMTextInputFormat.java │ │ │ │ │ ├── MBMTextOutputFormat.java │ │ │ │ │ └── MaxBMatching.java │ │ │ │ └── similarity │ │ │ │ │ ├── AdamicAdar.java │ │ │ │ │ └── Jaccard.java │ │ │ ├── io │ │ │ │ └── formats │ │ │ │ │ ├── AdjacencyListNoValuesTextVertexOutputFormat.java │ │ │ │ │ ├── EdgesWithValuesVertexOutputFormat.java │ │ │ │ │ ├── IntDoubleTextEdgeInputFormat.java │ │ │ │ │ ├── IntIntDefaultEdgeValueTextEdgeInputFormat.java │ │ │ │ │ ├── IntIntTextEdgeInputFormat.java │ │ │ │ │ ├── LongDoubleBooleanEdgeInputFormat.java │ │ │ │ │ ├── LongDoubleDefaultEdgeValueTextEdgeInputFormat.java │ │ │ │ │ ├── LongDoubleDoubleAdjacencyListTextVertexOutputFormat.java │ │ │ │ │ ├── LongDoubleReverseTextEdgeInputFormat.java │ │ │ │ │ ├── LongDoubleTextEdgeInputFormat.java │ │ │ │ │ ├── LongDoubleTextEdgeOutputFormat.java │ │ │ │ │ ├── LongDoubleZeroReverseTextEdgeInputFormat.java │ │ │ │ │ ├── LongDoubleZerosTextEdgeInputFormat.java │ │ │ │ │ ├── LongFloatTextEdgeInputFormat.java │ │ │ │ │ ├── LongNullNullAdjacencyListTextVertexOutputFormat.java │ │ │ │ │ ├── LongNullTextEdgeInputFormat.java │ │ │ │ │ ├── SimpleAdjacencyList.java │ │ │ │ │ └── TextDoubleTextEdgeInputFormat.java │ │ │ ├── spinner │ │ │ │ ├── OpenHashMapEdges.java │ │ │ │ ├── PartitionedLongWritable.java │ │ │ │ ├── PrefixHashPartitionerFactory.java │ │ │ │ ├── PrefixHashWorkerPartitioner.java │ │ │ │ └── Spinner.java │ │ │ └── utils │ │ │ │ ├── Counters.java │ │ │ │ └── WritableUtility.java │ │ └── resources │ │ │ └── log4j.properties │ │ └── test │ │ ├── java │ │ └── ml │ │ │ └── grafos │ │ │ └── okapi │ │ │ ├── cf │ │ │ ├── CfLongIdFloatTextEdgeReaderTest.java │ │ │ ├── CfLongIdTest.java │ │ │ ├── FloatMatrixMessageTest.java │ │ │ ├── als │ │ │ │ └── AlsTest.java │ │ │ ├── eval │ │ │ │ ├── CfModelTestingInputFormatTest.java │ │ │ │ └── RankEvaluationComputationTest.java │ │ │ ├── ranking │ │ │ │ ├── BPRRankingComputationTest.java │ │ │ │ ├── PopularityRankingComputationTest.java │ │ │ │ ├── RandomRankingComputationTest.java │ │ │ │ └── TFMAPRankingComputationTest.java │ │ │ ├── sgd │ │ │ │ └── SgdTest.java │ │ │ └── svd │ │ │ │ └── SvdppTest.java │ │ │ ├── clustering │ │ │ └── kmeans │ │ │ │ ├── TestDoubleArrayListWritableAggregator.java │ │ │ │ ├── TestKMeansClustering.java │ │ │ │ ├── TestKMeansVertexValue.java │ │ │ │ └── TestRandomInitializationAggregator.java │ │ │ ├── common │ │ │ ├── graphs │ │ │ │ └── TestSortedOutEdges.java │ │ │ └── jblas │ │ │ │ └── FloatMatrixWritableTest.java │ │ │ └── graphs │ │ │ ├── ClusteringCoefficientTest.java │ │ │ ├── MultipleSourceShortestPathsTest.java │ │ │ ├── ScalableSemimetricTest.java │ │ │ ├── SemiClusteringTest.java │ │ │ ├── SemimetricTrianglesTest.java │ │ │ ├── maxbmatching │ │ │ └── MaxBMatchingTest.java │ │ │ └── similarity │ │ │ ├── AdamicAdarTest.java │ │ │ └── JaccardTest.java │ │ └── resources │ │ └── log4j.properties │ ├── optimize.png │ ├── rating_matrix.png │ └── tutorial.md └── sna ├── README.md └── deepwalk ├── deepwalk-master ├── .gitignore ├── .travis.yml ├── AUTHORS.rst ├── CONTRIBUTING.rst ├── HISTORY.rst ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.rst ├── deepwalk.bib ├── deepwalk │ ├── __init__.py │ ├── __main__.py │ ├── graph.py │ ├── skipgram.py │ └── walks.py ├── docs │ ├── Makefile │ ├── authors.rst │ ├── conf.py │ ├── contributing.rst │ ├── history.rst │ ├── index.rst │ ├── installation.rst │ ├── make.bat │ ├── readme.rst │ └── usage.rst ├── example_graphs │ ├── README.md │ ├── blogcatalog.mat │ 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