├── .idea └── vcs.xml ├── README.md ├── pom.xml └── src ├── main └── scala │ └── org │ └── apache │ └── spark │ └── ml │ ├── ap │ └── AffinityPropagation.scala │ ├── dbscan │ ├── DBSCAN.scala │ ├── DBSCAN2.scala │ ├── DBSCANGraph.scala │ ├── DBSCANLabeledPoint.scala │ ├── DBSCANPoint.scala │ ├── DBSCANRectangle.scala │ ├── EvenSplitPartitioner.scala │ ├── LocalDBSCANArchery.scala │ └── LocalDBSCANNaive.scala │ ├── fm │ ├── BSFM.scala │ ├── BSFMModel.scala │ ├── FM.scala │ └── FMModel.scala │ ├── knn │ ├── Distance.scala │ ├── KNN.scala │ ├── KNNClassifier.scala │ └── MetricTree.scala │ ├── mvm │ ├── MVM.scala │ └── MVMModel.scala │ ├── sampling │ ├── OverSampling.scala │ └── UnderSampling.scala │ ├── timeseries │ ├── Lag.scala │ ├── MatrixUtil.scala │ ├── UnivariateTimeSeries.scala │ ├── models │ │ ├── ARGARCH.scala │ │ ├── ARIMA.scala │ │ ├── Autoregression.scala │ │ ├── EWMA.scala │ │ ├── GARCH.scala │ │ └── HoltWinters.scala │ └── params │ │ └── TimeSeriesParams.scala │ ├── tsne │ ├── TSNEGradient.scala │ ├── TSNEHelper.scala │ ├── TSNEParam.scala │ ├── X2P.scala │ ├── impl │ │ ├── BHTSNE.scala │ │ ├── LBFGSTSNE.scala │ │ └── SimpleTSNE.scala │ └── tree │ │ └── SPTree.scala │ └── util │ ├── DBHPartitioner.scala │ ├── LoaderUtils.scala │ ├── SparkUtils.scala │ ├── Utils.scala │ └── XORShiftRandom.scala └── test ├── resources └── labeled_data.csv └── scala └── org └── apache └── spark └── ml ├── knn_is └── KNN_ISSuite.scala └── timeseries ├── MatrixUtilSuite.scala ├── UnivariateTimeSeriesSuite.scala └── models ├── ARGARCHSuite.scala ├── ARIMASuite.scala ├── AutoregressionSuite.scala ├── EWMASuite.scala ├── GARCHSuite.scala └── HoltWintersSuite.scala /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/endymecy/AlgorithmsOnSpark/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /README.md: 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