├── .gitignore ├── LICENSE ├── README.md ├── angelml ├── bin │ ├── SONA-example │ ├── spark-on-angel-env.sh │ ├── spark-submit │ └── winutils.exe ├── conf │ ├── log4j.properties │ └── sona-default.xml ├── pom.xml └── src │ ├── main │ ├── resources │ │ ├── META-INF │ │ │ └── services │ │ │ │ └── org.apache.spark.sql.sources.DataSourceRegister │ │ └── com │ │ │ └── tencent │ │ │ └── angel │ │ │ └── sona │ │ │ └── ml │ │ │ └── feature │ │ │ └── stopwords │ │ │ ├── README │ │ │ ├── danish.txt │ │ │ ├── dutch.txt │ │ │ ├── english.txt │ │ │ ├── finnish.txt │ │ │ ├── french.txt │ │ │ ├── german.txt │ │ │ ├── hungarian.txt │ │ │ ├── italian.txt │ │ │ ├── norwegian.txt │ │ │ ├── portuguese.txt │ │ │ ├── russian.txt │ │ │ ├── spanish.txt │ │ │ ├── swedish.txt │ │ │ └── turkish.txt │ └── scala │ │ ├── com │ │ └── tencent │ │ │ └── angel │ │ │ └── sona │ │ │ ├── examples │ │ │ ├── AutoJsonRunnerExample.scala │ │ │ ├── JsonRunnerExamples.scala │ │ │ ├── graph │ │ │ │ ├── KCoreExample.scala │ │ │ │ ├── LINEExample.scala │ │ │ │ ├── LINEExample2.scala │ │ │ │ ├── LouvainExample.scala │ │ │ │ ├── Word2vecExample.scala │ │ │ │ └── Word2vecWorkerExample.scala │ │ │ └── online_learning │ │ │ │ ├── FTRLExample.scala │ │ │ │ └── FtrlFMExample.scala │ │ │ ├── graph │ │ │ ├── embedding │ │ │ │ ├── FastSigmoid.scala │ │ │ │ ├── NEModel.scala │ │ │ │ ├── Param.scala │ │ │ │ ├── line │ │ │ │ │ └── LINEModel.scala │ │ │ │ ├── line2 │ │ │ │ │ ├── LINEAdjust.scala │ │ │ │ │ ├── LINEGetEmbedding.scala │ │ │ │ │ ├── LINEInitFunc.scala │ │ │ │ │ ├── LINEModel.scala │ │ │ │ │ ├── LINEModelRandomize.scala │ │ │ │ │ ├── LINENode.java │ │ │ │ │ └── TextLINEModelOutputFormat.scala │ │ │ │ └── word2vec │ │ │ │ │ ├── Word2VecModel.scala │ │ │ │ │ └── Word2vecWorker.scala │ │ │ ├── kcore │ │ │ │ ├── KCore.scala │ │ │ │ ├── KCoreGraphPartition.scala │ │ │ │ └── KCorePSModel.scala │ │ │ ├── louvain │ │ │ │ ├── Louvain.scala │ │ │ │ ├── LouvainGraph.scala │ │ │ │ ├── LouvainGraphPartition.scala │ │ │ │ └── LouvainPSModel.scala │ │ │ ├── params │ │ │ │ ├── BasicsParams.scala │ │ │ │ ├── HasApproNodeNum.scala │ │ │ │ ├── HasBalancePartitionPercent.scala │ │ │ │ ├── HasBatchSize.scala │ │ │ │ ├── HasBufferSize.scala │ │ │ │ ├── HasCommonFriendsNumCol.scala │ │ │ │ ├── HasCompressCol.scala │ │ │ │ ├── HasCompressIndex.scala │ │ │ │ ├── HasDebugMode.scala │ │ │ │ ├── HasDelimiter.scala │ │ │ │ ├── HasDstNodeIdCol.scala │ │ │ │ ├── HasDstNodeIndex.scala │ │ │ │ ├── HasExtraInputs.scala │ │ │ │ ├── HasInput.scala │ │ │ │ ├── HasIsCompressed.scala │ │ │ │ ├── HasIsWeighted.scala │ │ │ │ ├── HasMaxNodeId.scala │ │ │ │ ├── HasOutputCentralityCol.scala │ │ │ │ ├── HasOutputCommunityIdCol.scala │ │ │ │ ├── HasOutputCoreIdCol.scala │ │ │ │ ├── HasOutputDistanceCol.scala │ │ │ │ ├── HasOutputNodeIdCol.scala │ │ │ │ ├── HasOutputPageRankCol.scala │ │ │ │ ├── HasPSPartitionNum.scala │ │ │ │ ├── HasPartitionNum.scala │ │ │ │ ├── HasPullBatchSize.scala │ │ │ │ ├── HasSrcNodeIdCol.scala │ │ │ │ ├── HasSrcNodeIndex.scala │ │ │ │ ├── HasSrcNum.scala │ │ │ │ ├── HasStorageLevel.scala │ │ │ │ ├── HasUseBalancePartition.scala │ │ │ │ ├── HasUseEstimatePartition.scala │ │ │ │ ├── HasWeightCol.scala │ │ │ │ └── HasWeightIndex.scala │ │ │ └── utils │ │ │ │ ├── BatchIter.scala │ │ │ │ ├── DataLoader.scala │ │ │ │ ├── Delimiter.scala │ │ │ │ ├── FastSigmoid.scala │ │ │ │ ├── Features.scala │ │ │ │ ├── GraphIO.scala │ │ │ │ ├── LoadBalancePartitioner.scala │ │ │ │ ├── LoadBalanceWithEstimatePartitioner.scala │ │ │ │ ├── MatrixMetaUtils.scala │ │ │ │ ├── MurmurHash64.scala │ │ │ │ ├── NodeIndexer.scala │ │ │ │ ├── PartitionTools.scala │ │ │ │ ├── PartitionwiseWeightedSampledRDD.scala │ │ │ │ ├── RangeBounds.scala │ │ │ │ ├── SparkUtils.scala │ │ │ │ ├── SubSampling.scala │ │ │ │ ├── WeightedRandomSampler.scala │ │ │ │ └── collection │ │ │ │ ├── BitSet.scala │ │ │ │ ├── OpenHashMap.scala │ │ │ │ └── OpenHashSet.scala │ │ │ ├── ml │ │ │ ├── Estimator.scala │ │ │ ├── Model.scala │ │ │ ├── Pipeline.scala │ │ │ ├── Predictor.scala │ │ │ ├── Transformer.scala │ │ │ ├── attribute │ │ │ │ ├── AttributeGroup.scala │ │ │ │ ├── AttributeKeys.scala │ │ │ │ ├── AttributeType.scala │ │ │ │ ├── attributes.scala │ │ │ │ └── package.scala │ │ │ ├── automl │ │ │ │ └── TunedParams.scala │ │ │ ├── classification │ │ │ │ ├── AngelClassifier.scala │ │ │ │ ├── Classifier.scala │ │ │ │ └── OneVsRest.scala │ │ │ ├── clustering │ │ │ │ └── DistanceMeasure.scala │ │ │ ├── common │ │ │ │ ├── AngelSaverLoader.scala │ │ │ │ ├── AngelSparkModel.scala │ │ │ │ ├── ManifoldBuilder.scala │ │ │ │ ├── MathImplicits.scala │ │ │ │ ├── Predictor.scala │ │ │ │ └── Trainer.scala │ │ │ ├── evaluation │ │ │ │ ├── BinaryClassMetrics.scala │ │ │ │ ├── BinaryClassificationEvaluator.scala │ │ │ │ ├── BinaryClassificationSummary.scala │ │ │ │ ├── ClassificationSummary.scala │ │ │ │ ├── ClusteringEvaluator.scala │ │ │ │ ├── ClusteringSummary.scala │ │ │ │ ├── Evaluator.scala │ │ │ │ ├── MultiClassMetrics.scala │ │ │ │ ├── MultiClassificationSummary.scala │ │ │ │ ├── MulticlassClassificationEvaluator.scala │ │ │ │ ├── RegressionEvaluator.scala │ │ │ │ ├── RegressionMetrics.scala │ │ │ │ ├── RegressionSummary.scala │ │ │ │ ├── TrainingStat.scala │ │ │ │ ├── evaluating │ │ │ │ │ ├── BinaryClassificationSummaryImpl.scala │ │ │ │ │ ├── ClusteringSummaryImpl.scala │ │ │ │ │ ├── MultiClassificationSummaryImpl.scala │ │ │ │ │ └── RegressionSummaryImpl.scala │ │ │ │ └── training │ │ │ │ │ ├── ClassificationTrainingStat.scala │ │ │ │ │ ├── ClusteringTrainingStat.scala │ │ │ │ │ └── RegressionTrainingStat.scala │ │ │ ├── feature │ │ │ │ ├── Binarizer.scala │ │ │ │ ├── BucketedRandomProjectionLSH.scala │ │ │ │ ├── Bucketizer.scala │ │ │ │ ├── ChiSqSelector.scala │ │ │ │ ├── CountVectorizer.scala │ │ │ │ ├── DCT.scala │ │ │ │ ├── ElementwiseProduct.scala │ │ │ │ ├── FeatureHasher.scala │ │ │ │ ├── HashingTF.scala │ │ │ │ ├── IDF.scala │ │ │ │ ├── Imputer.scala │ │ │ │ ├── Instance.scala │ │ │ │ ├── Interaction.scala │ │ │ │ ├── LSH.scala │ │ │ │ ├── LabeledPoint.scala │ │ │ │ ├── MaxAbsScaler.scala │ │ │ │ ├── MinHashLSH.scala │ │ │ │ ├── MinMaxScaler.scala │ │ │ │ ├── MultiHotEncoderEstimator.scala │ │ │ │ ├── NGram.scala │ │ │ │ ├── Normalizer.scala │ │ │ │ ├── OneHotEncoderEstimator.scala │ │ │ │ ├── PolynomialExpansion.scala │ │ │ │ ├── QuantileDiscretizer.scala │ │ │ │ ├── RFormula.scala │ │ │ │ ├── RFormulaParser.scala │ │ │ │ ├── SQLTransformer.scala │ │ │ │ ├── StandardScaler.scala │ │ │ │ ├── StopWordsRemover.scala │ │ │ │ ├── StringIndexer.scala │ │ │ │ ├── Tokenizer.scala │ │ │ │ ├── VectorAssembler.scala │ │ │ │ ├── VectorIndexer.scala │ │ │ │ ├── VectorSizeHint.scala │ │ │ │ ├── VectorSlicer.scala │ │ │ │ ├── package-info.java │ │ │ │ └── package.scala │ │ │ ├── package-info.java │ │ │ ├── package.scala │ │ │ ├── param │ │ │ │ ├── AngelDataParams.scala │ │ │ │ ├── AngelGraphParams.scala │ │ │ │ ├── AngelOptParams.scala │ │ │ │ ├── JObjectParam.scala │ │ │ │ ├── ParamsHelper.scala │ │ │ │ ├── params.scala │ │ │ │ └── shared │ │ │ │ │ ├── HasParallelism.scala │ │ │ │ │ ├── SharedParamsCodeGen.scala │ │ │ │ │ └── sharedParams.scala │ │ │ ├── random │ │ │ │ ├── RandomDataGenerator.scala │ │ │ │ └── RandomRDDs.scala │ │ │ ├── rdd │ │ │ │ ├── MLPairRDDFunctions.scala │ │ │ │ ├── PartitionwiseSampledRDD.scala │ │ │ │ ├── RDDFunctions.scala │ │ │ │ ├── RandomRDD.scala │ │ │ │ └── SlidingRDD.scala │ │ │ ├── regression │ │ │ │ ├── AngelRegressor.scala │ │ │ │ └── Regressor.scala │ │ │ ├── source │ │ │ │ ├── dummy │ │ │ │ │ ├── DummyDataSource.scala │ │ │ │ │ ├── DummyOptions.scala │ │ │ │ │ └── DummyRelation.scala │ │ │ │ ├── libffm │ │ │ │ │ ├── LibFFMDataSource.scala │ │ │ │ │ ├── LibFFMOptions.scala │ │ │ │ │ ├── LibFFMRelation.scala │ │ │ │ │ └── MetaSummary.scala │ │ │ │ └── libsvm │ │ │ │ │ ├── LibSVMDataSource.scala │ │ │ │ │ ├── LibSVMOptions.scala │ │ │ │ │ └── LibSVMRelation.scala │ │ │ ├── stat │ │ │ │ ├── ChiSquareTest.scala │ │ │ │ ├── Correlation.scala │ │ │ │ ├── MultivariateOnlineSummarizer.scala │ │ │ │ ├── MultivariateStatisticalSummary.scala │ │ │ │ ├── Statistics.scala │ │ │ │ ├── Summarizer.scala │ │ │ │ ├── correlation │ │ │ │ │ ├── Correlation.scala │ │ │ │ │ ├── PearsonCorrelation.scala │ │ │ │ │ └── SpearmanCorrelation.scala │ │ │ │ ├── distribution │ │ │ │ │ └── MultivariateGaussian.scala │ │ │ │ └── test │ │ │ │ │ ├── ChiSqTest.scala │ │ │ │ │ ├── KolmogorovSmirnovTest.scala │ │ │ │ │ ├── StreamingTest.scala │ │ │ │ │ ├── StreamingTestMethod.scala │ │ │ │ │ └── TestResult.scala │ │ │ ├── tuning │ │ │ │ ├── CrossValidator.scala │ │ │ │ ├── ParamGridBuilder.scala │ │ │ │ ├── TrainValidationSplit.scala │ │ │ │ └── ValidatorParams.scala │ │ │ └── util │ │ │ │ ├── FeatureStats.scala │ │ │ │ ├── Identifiable.scala │ │ │ │ ├── Instrumentation.scala │ │ │ │ ├── LinearDataGenerator.scala │ │ │ │ ├── MLUtils.scala │ │ │ │ ├── ReadWrite.scala │ │ │ │ └── stopwatches.scala │ │ │ ├── online_learning │ │ │ ├── FTRL.scala │ │ │ └── FtrlFM.scala │ │ │ ├── psf │ │ │ ├── FTRLWUpdater.java │ │ │ ├── embedding │ │ │ │ ├── CBowModel.java │ │ │ │ ├── Init.java │ │ │ │ ├── InitParam.java │ │ │ │ ├── InitPartitionParam.java │ │ │ │ ├── NEDot.scala │ │ │ │ ├── NEModelRandomize.scala │ │ │ │ ├── NESlice.scala │ │ │ │ ├── PartitionWrapper.scala │ │ │ │ ├── ServerWrapper.java │ │ │ │ ├── bad │ │ │ │ │ ├── W2VPull.java │ │ │ │ │ ├── W2VPullParam.java │ │ │ │ │ ├── W2VPullParatitionParam.java │ │ │ │ │ ├── W2VPullPartitionResult.java │ │ │ │ │ ├── W2VPullResult.java │ │ │ │ │ ├── W2VPush.java │ │ │ │ │ ├── W2VPushParam.java │ │ │ │ │ ├── W2VPushPartitionParam.java │ │ │ │ │ ├── W2VRandom.java │ │ │ │ │ ├── W2VRandomParam.java │ │ │ │ │ └── W2VRandomPartitionParam.java │ │ │ │ ├── line │ │ │ │ │ ├── Adjust.java │ │ │ │ │ ├── AdjustParam.java │ │ │ │ │ ├── AdjustPartitionParam.java │ │ │ │ │ ├── Dot.java │ │ │ │ │ ├── DotParam.java │ │ │ │ │ ├── DotPartitionParam.java │ │ │ │ │ ├── DotPartitionResult.java │ │ │ │ │ ├── EmbeddingModel.java │ │ │ │ │ ├── LINEFirstOrderModel.java │ │ │ │ │ └── LINESecondOrderModel.java │ │ │ │ └── w2v │ │ │ │ │ ├── Adjust.java │ │ │ │ │ ├── AdjustParam.java │ │ │ │ │ ├── AdjustPartitionParam.java │ │ │ │ │ ├── CbowModel.java │ │ │ │ │ ├── Dot.java │ │ │ │ │ ├── DotParam.java │ │ │ │ │ ├── DotPartitionParam.java │ │ │ │ │ ├── DotPartitionResult.java │ │ │ │ │ ├── EmbeddingModel.java │ │ │ │ │ └── SkipgramModel.java │ │ │ ├── ftrl │ │ │ │ └── ComputeW.java │ │ │ ├── gcn │ │ │ │ ├── GetLabels.java │ │ │ │ ├── GetLabelsParam.java │ │ │ │ ├── GetLabelsPartParam.java │ │ │ │ ├── GetLabelsPartResult.java │ │ │ │ └── GetLabelsResult.java │ │ │ ├── hyperanf │ │ │ │ ├── ComputeCloseness.java │ │ │ │ ├── ComputeClosenessParam.java │ │ │ │ ├── ComputeClosenessPartParam.java │ │ │ │ ├── GetCloseness.java │ │ │ │ ├── GetClosenessPartResult.java │ │ │ │ ├── GetClosenessResult.java │ │ │ │ ├── GetHyperLogLog.java │ │ │ │ ├── GetHyperLogLogParam.java │ │ │ │ ├── GetHyperLogLogPartParam.java │ │ │ │ ├── GetHyperLogLogPartResult.java │ │ │ │ ├── GetHyperLogLogResult.java │ │ │ │ ├── GetNodes.java │ │ │ │ ├── HyperLogLogPlusElement.java │ │ │ │ ├── InitHyperLogLog.java │ │ │ │ ├── InitHyperLogLogParam.java │ │ │ │ ├── InitHyperLogLogPartParam.java │ │ │ │ ├── NumNodes.java │ │ │ │ ├── NumNodesResult.java │ │ │ │ ├── UpdateHyperLogLog.java │ │ │ │ ├── UpdateHyperLogLogParam.java │ │ │ │ └── UpdateHyperLogLogPartParam.java │ │ │ ├── kcore │ │ │ │ └── UpdateKCore.scala │ │ │ ├── optim │ │ │ │ ├── AsyncAdagradFunc.java │ │ │ │ ├── AsyncAdamFunc.java │ │ │ │ ├── AsyncFTRLFunc.java │ │ │ │ ├── AsyncMomentumFunc.java │ │ │ │ ├── AsyncOptimFunc.java │ │ │ │ ├── AsyncOptimParam.java │ │ │ │ ├── AsyncSGDFunc.java │ │ │ │ └── PartAsyncOptimParam.java │ │ │ └── pagerank │ │ │ │ ├── ComputeRank.scala │ │ │ │ ├── ComputeRank2.scala │ │ │ │ ├── DivSums.scala │ │ │ │ ├── EmptyReSize.scala │ │ │ │ ├── GetNodes.java │ │ │ │ ├── GetNodesParam.java │ │ │ │ ├── InsertLeakedRank.scala │ │ │ │ ├── LessZero.java │ │ │ │ ├── MyIncrement.java │ │ │ │ ├── MyPull.java │ │ │ │ ├── MyPullParam.java │ │ │ │ ├── MyPullPartParam.java │ │ │ │ ├── MyPullPartResult.java │ │ │ │ ├── MyPullResult.java │ │ │ │ └── NormalizeRank.scala │ │ │ └── tree │ │ │ ├── basic │ │ │ ├── TNode.java │ │ │ ├── TParam.java │ │ │ ├── Tree.java │ │ │ └── split │ │ │ │ ├── SplitEntry.java │ │ │ │ ├── SplitPoint.java │ │ │ │ ├── SplitSet.java │ │ │ │ └── SplitType.java │ │ │ ├── gbdt │ │ │ ├── GBDTConf.scala │ │ │ ├── GBDTModel.scala │ │ │ ├── dataset │ │ │ │ └── Dataset.scala │ │ │ ├── example │ │ │ │ ├── GBDTExample.scala │ │ │ │ └── LocalGBDTExample.scala │ │ │ ├── helper │ │ │ │ ├── FeatureImportance.scala │ │ │ │ ├── HistBuilder.scala │ │ │ │ ├── HistManager.scala │ │ │ │ ├── LRScheduler.scala │ │ │ │ ├── NodeIndexer.scala │ │ │ │ └── SplitFinder.scala │ │ │ ├── histogram │ │ │ │ ├── BinaryGradPair.java │ │ │ │ ├── GradPair.java │ │ │ │ ├── Histogram.java │ │ │ │ └── MultiGradPair.java │ │ │ ├── metadata │ │ │ │ ├── FeatureInfo.scala │ │ │ │ └── InstanceInfo.scala │ │ │ ├── predict │ │ │ │ └── GBDTPredictor.scala │ │ │ ├── train │ │ │ │ ├── DPGBDTTrainer.scala │ │ │ │ ├── FPGBDTTrainer.scala │ │ │ │ └── GBDTTrainer.scala │ │ │ └── tree │ │ │ │ ├── GBDTParam.java │ │ │ │ ├── GBTNode.java │ │ │ │ └── GBTSplit.java │ │ │ ├── objective │ │ │ ├── ObjectiveFactory.java │ │ │ ├── loss │ │ │ │ ├── BinaryLogisticLoss.java │ │ │ │ ├── BinaryLoss.java │ │ │ │ ├── Loss.java │ │ │ │ ├── MultiLoss.java │ │ │ │ ├── MultinomialLogisticLoss.java │ │ │ │ └── RMSELoss.java │ │ │ └── metric │ │ │ │ ├── AUCMetric.scala │ │ │ │ ├── AverageEvalMetric.java │ │ │ │ ├── CrossEntropyMetric.java │ │ │ │ ├── ErrorMetric.java │ │ │ │ ├── EvalMetric.java │ │ │ │ ├── LogLossMetric.java │ │ │ │ ├── PrecisionMetric.java │ │ │ │ └── RMSEMetric.java │ │ │ ├── regression │ │ │ ├── RegTNode.java │ │ │ ├── RegTParam.java │ │ │ └── RegTree.java │ │ │ ├── stats │ │ │ ├── hash │ │ │ │ ├── BJHash.java │ │ │ │ ├── BKDRHash.java │ │ │ │ ├── HashFactory.java │ │ │ │ ├── Int2IntHash.java │ │ │ │ ├── Mix64Hash.java │ │ │ │ └── TWHash.java │ │ │ └── quantile │ │ │ │ ├── HeapQuantileSketch.java │ │ │ │ ├── QuantileSketch.java │ │ │ │ └── SketchUtil.java │ │ │ └── util │ │ │ ├── ConcurrentUtil.scala │ │ │ ├── DataLoader.scala │ │ │ ├── MathUtil.java │ │ │ └── RangeBitSet.java │ │ └── org │ │ └── apache │ │ └── spark │ │ ├── linalg │ │ ├── BLAS.scala │ │ ├── CholeskyDecomposition.scala │ │ ├── EigenValueDecomposition.scala │ │ ├── JsonMatrixConverter.scala │ │ ├── JsonVectorConverter.scala │ │ ├── Matrices.scala │ │ ├── MatrixUDT.scala │ │ ├── NumericParser.scala │ │ ├── SQLDataTypes.scala │ │ ├── SingularValueDecomposition.scala │ │ ├── VectorUDT.scala │ │ ├── Vectors.scala │ │ └── distributed │ │ │ ├── BlockMatrix.scala │ │ │ ├── CoordinateMatrix.scala │ │ │ ├── DistributedMatrix.scala │ │ │ ├── IndexedRowMatrix.scala │ │ │ └── RowMatrix.scala │ │ ├── metric │ │ ├── AUC.scala │ │ └── Metric.scala │ │ ├── sql │ │ ├── Compatible.scala │ │ └── util │ │ │ ├── SONACaseInsensitiveMap.scala │ │ │ ├── SONAMetadataUtils.scala │ │ │ └── SONASchemaUtils.scala │ │ └── util │ │ ├── CommonUtil.scala │ │ ├── DataTypeUtil.scala │ │ ├── DatasetUtil.scala │ │ ├── SparkUtil.scala │ │ └── ThreadUtil.scala │ └── test │ ├── jsons │ ├── afm.json │ ├── daw.json │ ├── dcn.json │ ├── deepfm.json │ ├── dnn.json │ ├── fm.json │ ├── kmeans.json │ ├── linreg.json │ ├── logreg.json │ ├── mixedlr.json │ ├── nfm.json │ ├── pnn.json │ ├── robustreg.json │ ├── softmax.json │ └── svm.json │ ├── resources │ ├── META-INF │ │ └── services │ │ │ └── org.apache.spark.angel.com.tencent.angel.sona.ml.util.MLFormatRegister │ └── log4j.properties │ └── scala │ ├── com │ └── tencent │ │ └── angel │ │ └── sona │ │ ├── graph │ │ ├── AngelGraphSuite.scala │ │ ├── LINEModelSuite.scala │ │ ├── LINEModelSuite2.scala │ │ └── Word2VecModelSuite.scala │ │ └── ml │ │ ├── automl │ │ └── AutoTuningSuite.scala │ │ ├── classification │ │ ├── AFM.scala │ │ ├── DAW.scala │ │ ├── DCN.scala │ │ ├── DNN.scala │ │ ├── DeepFM.scala │ │ ├── FM.scala │ │ ├── LogReg.scala │ │ ├── MLR.scala │ │ ├── NFM.scala │ │ ├── PNN.scala │ │ ├── SVM.scala │ │ └── Softmax.scala │ │ ├── clustering │ │ └── LinReg.scala │ │ ├── feature │ │ ├── BinarizerSuite.scala │ │ ├── BucketedRandomProjectionLSHSuite.scala │ │ ├── BucketizerSuite.scala │ │ ├── ChiSqSelectorSuite.scala │ │ ├── CountVectorizerSuite.scala │ │ ├── DCTSuite.scala │ │ ├── ElementwiseProductSuite.scala │ │ ├── FeatureHasherSuite.scala │ │ ├── ImputerSuite.scala │ │ ├── InstanceSuite.scala │ │ ├── InteractionSuite.scala │ │ ├── LSHTest.scala │ │ ├── LabeledPointSuite.scala │ │ ├── MaxAbsScalerSuite.scala │ │ ├── MinHashLSHSuite.scala │ │ ├── MinMaxScalerSuite.scala │ │ ├── NGramSuite.scala │ │ ├── NormalizerSuite.scala │ │ ├── OneHotEncoderEstimatorSuite.scala │ │ ├── PolynomialExpansionSuite.scala │ │ ├── QuantileDiscretizerSuite.scala │ │ ├── RFormulaParserSuite.scala │ │ ├── RFormulaSuite.scala │ │ ├── SQLTransformerSuite.scala │ │ ├── StandardScalerSuite.scala │ │ ├── StopWordsRemoverSuite.scala │ │ ├── StringIndexerSuite.scala │ │ ├── TokenizerSuite.scala │ │ ├── VectorAssemblerSuite.scala │ │ ├── VectorIndexerSuite.scala │ │ ├── VectorSizeHintSuite.scala │ │ ├── VectorSlicerSuite.scala │ │ └── stopwords │ │ │ └── english.txt │ │ ├── online_learning │ │ ├── FtrlFMSuite.scala │ │ └── FtrlSuite.scala │ │ ├── regression │ │ ├── LinReg.scala │ │ └── RobustReg.scala │ │ ├── source │ │ ├── libffm │ │ │ └── LibFFMRelationSuite.scala │ │ └── libsvm │ │ │ └── LibSVMRelationSuite.scala │ │ └── util │ │ ├── AngelTestUtils.scala │ │ ├── DefaultReadWriteTest.scala │ │ ├── IdentifiableSuite.scala │ │ ├── LocalClusterSparkContext.scala │ │ ├── MLTest.scala │ │ ├── MLTestSuite.scala │ │ ├── MLTestingUtils.scala │ │ ├── MLlibTestSparkContext.scala │ │ ├── PMMLReadWriteTest.scala │ │ ├── PMMLUtils.scala │ │ ├── StopwatchSuite.scala │ │ ├── TempDirectory.scala │ │ ├── TestingUtils.scala │ │ └── TreeTests.scala │ └── org │ └── apache │ └── spark │ └── sql │ └── test │ └── SharedSQLContext.scala ├── assembly ├── assembly.xml └── dist-assembly.xml ├── core ├── pom.xml └── src │ └── main │ ├── resources │ └── logback.xml │ └── scala │ ├── com │ └── tencent │ │ └── angel │ │ └── sona │ │ ├── context │ │ ├── AngelClientFactory.scala │ │ ├── AngelPSContext.scala │ │ ├── PSContext.scala │ │ └── PSVectorPool.scala │ │ ├── core │ │ ├── AngelGraphModel.scala │ │ ├── DriverContext.scala │ │ ├── ExecutorContext.scala │ │ ├── GraphModelPool.scala │ │ ├── PSAgentContext.scala │ │ ├── SparkCILSImpl.scala │ │ ├── SparkMasterContext.scala │ │ └── SparkPSVariableManager.scala │ │ ├── data │ │ └── LocalMemoryDataBlock.scala │ │ ├── models │ │ ├── PSMatrix.scala │ │ ├── PSModel.scala │ │ ├── PSVector.scala │ │ └── impl │ │ │ ├── PSMatrixImpl.scala │ │ │ └── PSVectorImpl.scala │ │ ├── psf │ │ └── StatsFunc.scala │ │ └── util │ │ ├── ConfExchange.scala │ │ ├── ConfUtils.scala │ │ ├── PSMatrixUtils.scala │ │ └── VectorUtils.scala │ └── org │ └── apache │ └── spark │ ├── internal │ └── CompatibleLogging.scala │ └── sql │ └── SPKSQLUtils.scala ├── data ├── angel │ ├── a9a │ │ ├── a9a_123d_test.dummy │ │ ├── a9a_123d_train.dense │ │ ├── a9a_123d_train.dummy │ │ └── a9a_123d_train.libsvm │ ├── abalone │ │ ├── abalone_8d_train.dense │ │ └── abalone_8d_train.libsvm │ ├── bc │ │ ├── edge │ │ └── label │ ├── census │ │ ├── census_148d_test.dummy │ │ ├── census_148d_train.dense │ │ ├── census_148d_train.dummy │ │ └── census_148d_train.libsvm │ ├── mg │ │ └── mg_6d_train.libsvm │ ├── protein │ │ ├── protein_357d_test.libsvm │ │ └── protein_357d_train.libsvm │ ├── text8 │ │ └── text8.split.head │ └── usps │ │ ├── usps_256d_test.libsvm │ │ └── usps_256d_train.libsvm └── mllib │ ├── als │ ├── sample_movielens_ratings.txt │ └── test.data │ ├── gmm_data.txt │ ├── images │ ├── license.txt │ ├── origin │ │ ├── kittens │ │ │ ├── 29.5.a_b_EGDP022204.jpg │ │ │ ├── 54893.jpg │ │ │ ├── DP153539.jpg │ │ │ ├── DP802813.jpg │ │ │ └── not-image.txt │ │ ├── license.txt │ │ └── multi-channel │ │ │ ├── BGRA.png │ │ │ ├── BGRA_alpha_60.png │ │ │ ├── chr30.4.184.jpg │ │ │ └── grayscale.jpg │ └── partitioned │ │ ├── cls=kittens │ │ ├── date=2018-01 │ │ │ ├── 29.5.a_b_EGDP022204.jpg │ │ │ └── not-image.txt │ │ └── date=2018-02 │ │ │ ├── 54893.jpg │ │ │ ├── DP153539.jpg │ │ │ └── DP802813.jpg │ │ └── cls=multichannel │ │ ├── date=2018-01 │ │ ├── BGRA.png │ │ └── BGRA_alpha_60.png │ │ └── date=2018-02 │ │ ├── chr30.4.184.jpg │ │ └── grayscale.jpg │ ├── iris_libsvm.txt │ ├── kmeans_data.txt │ ├── pagerank_data.txt │ ├── pic_data.txt │ ├── ridge-data │ └── lpsa.data │ ├── sample_binary_classification_data.txt │ ├── sample_fpgrowth.txt │ ├── sample_isotonic_regression_libsvm_data.txt │ ├── sample_kmeans_data.txt │ ├── sample_lda_data.txt │ ├── sample_lda_libsvm_data.txt │ ├── sample_libsvm_data.txt │ ├── sample_linear_regression_data.txt │ ├── sample_movielens_data.txt │ ├── sample_multiclass_classification_data.txt │ ├── sample_svm_data.txt │ └── streaming_kmeans_data_test.txt ├── dist └── pom.xml ├── docs ├── AutoML.md ├── GBDT.md ├── algo │ ├── afm_sona_en.md │ ├── data_format_en.md │ ├── daw_sona_en.md │ ├── dcn_sona_en.md │ ├── deepfm_sona_en.md │ ├── dnn_sona_en.md │ ├── feature_gbdt_sona.md │ ├── fm_sona_en.md │ ├── ftrl_fm_sona_en.md │ ├── ftrl_lr_sona_en.md │ ├── gbdt_sona.md │ ├── kcore_sona.md │ ├── kcore_sona_en.md │ ├── kmeans_sona.md │ ├── line_sona.md │ ├── line_sona_en.md │ ├── linreg_sona_en.md │ ├── louvain_sona.md │ ├── louvain_sona_en.md │ ├── lr_sona.md │ ├── lr_sona_en.md │ ├── mlr_sona_en.md │ ├── nfm_sona_en.md │ ├── pnn_sona_en.md │ ├── robust_sona_en.md │ ├── softmax_sona_en.md │ ├── sparselr_ftrl.md │ ├── svm_sona_en.md │ ├── word2vec_sona.md │ └── word2vec_sona_en.md ├── basic │ └── json_conf_en.md ├── imgs │ ├── AFM.png │ ├── CLA1.png │ ├── CLA2.png │ ├── CLA3.png │ ├── CrossLyer.png │ ├── DAW.PNG │ ├── DCN.png │ ├── DNN.PNG │ ├── DeepFM.PNG │ ├── FM.PNG │ ├── KMeans_on_Angel.png │ ├── LR.PNG │ ├── LR_P.png │ ├── LR_P1.png │ ├── LR_gd.png │ ├── LR_loss.png │ ├── LR_lr_ecay.gif │ ├── LR_reg.gif │ ├── LinearRegression_gd.png │ ├── MF_UV.png │ ├── MF_cal.png │ ├── MF_code.png │ ├── MF_data.png │ ├── MF_item_user_mat.png │ ├── MF_l2obj.png │ ├── MF_obj.png │ ├── MF_update_u.png │ ├── MF_update_v.png │ ├── MF_uvdot.png │ ├── NFM.PNG │ ├── ParamSharedFC.png │ ├── RobustRegression_gd.png │ ├── SVM_code.png │ ├── SVM_hingeloss.png │ ├── SVM_hingeloss_pic.png │ ├── SVM_lambda.png │ ├── SVM_obj.png │ ├── SVM_reg.png │ ├── SoftMax_exp.png │ ├── SoftMax_grad.png │ ├── SoftMax_loss.png │ ├── SoftMax_p.png │ ├── Worker_PS_state.png │ ├── active_funcs.png │ ├── adam_coeff.png │ ├── admm_general.png │ ├── admm_iter_xzu.png │ ├── admm_l2.png │ ├── admm_local_u.png │ ├── admm_local_x.png │ ├── admm_local_z.png │ ├── admm_loss.png │ ├── admm_loss_angel.png │ ├── admm_loss_angel_en.png │ ├── admm_loss_dual.png │ ├── admm_loss_en.png │ ├── admm_loss_state.png │ ├── admm_lr.png │ ├── admm_lr_1.png │ ├── admm_u.png │ ├── admm_u_x.png │ ├── admm_u_x_en.png │ ├── admm_z.png │ ├── admm_z_s.png │ ├── admm_z_s_en.png │ ├── angel_architecture_1.png │ ├── angel_architecture_2.png │ ├── angel_class_diagram.png │ ├── angel_client_log.png │ ├── angel_psFunc.png │ ├── brief_structure.png │ ├── ci.png │ ├── classifcationloss.png │ ├── client_log.png │ ├── code_framework.png │ ├── fp_gbdt.png │ ├── ftrl_eval.png │ ├── ftrl_lr_d.png │ ├── ftrl_lr_d_t.png │ ├── ftrl_lr_framework.png │ ├── ftrl_lr_g.png │ ├── ftrl_lr_g_en.png │ ├── ftrl_lr_j.png │ ├── ftrl_lr_project.png │ ├── ftrl_lr_w.png │ ├── ftrl_lr_w_update.png │ ├── ftrl_lr_z.png │ ├── ftrl_vrg.png │ ├── ftrl_vrg_framework_new.png │ ├── gbdt-dp.png │ ├── gbdt-fp.png │ ├── gbdt_example.png │ ├── gbdt_procedure.png │ ├── gbdt_split.png │ ├── gbdt_storage.png │ ├── get_value_of_index.png │ ├── kmeans.png │ ├── lda_ps.png │ ├── line_loss.png │ ├── line_structure.png │ ├── lr_gradient.png │ ├── lr_model.png │ ├── lr_update.png │ ├── lr_worker_log.png │ ├── master_log.png │ ├── matrix_partition.png │ ├── merged_model_size.png │ ├── mini_batch_kmeans.png │ ├── miu_i.png │ ├── miu_j.png │ ├── mlr.png │ ├── model_delta_size.png │ ├── model_partitioner_1.png │ ├── model_size.png │ ├── partitioner_example.png │ ├── pnn.png │ ├── ps_log.png │ ├── ps_memory.png │ ├── psf_get.png │ ├── psf_get_en.png │ ├── psf_update.png │ ├── psf_update_en.png │ ├── pull_psf.png │ ├── rcg_formula1.png │ ├── rcg_formula2.png │ ├── rcg_formula3.png │ ├── rcg_formula4.png │ ├── rcg_formula5.png │ ├── rcg_formula6.png │ ├── rcg_formula7.png │ ├── rcg_formula8.png │ ├── regressionloss.png │ ├── simple_worker_memory_est.png │ ├── sona-lbfgs.png │ ├── sona_fig00.png │ ├── sona_fig01.png │ ├── sona_fig02.png │ ├── sona_fig03.png │ ├── sona_fig04.png │ ├── sona_gbdt.png │ ├── 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