pyspark.mllib.classification
LogisticRegressionModel LogisticRegressionWithSGD LogisticRegressionWithLBFGS SVMModel SVMWithSGD NaiveBayesModel NaiveBayes StreamingLogisticRegressionWithSGD
pyspark.mllib.clustering
BisectingKMeansModel BisectingKMeans KMeansModel KMeans GaussianMixtureModel GaussianMixture PowerIterationClusteringModel PowerIterationClustering StreamingKMeans StreamingKMeansModel LDA LDAModel
pyspark.mllib.evaluation
BinaryClassificationMetrics RegressionMetrics MulticlassMetrics RankingMetrics
pyspark.mllib.feature
Normalizer StandardScalerModel StandardScaler HashingTF IDFModel IDF Word2Vec Word2VecModel ChiSqSelector ChiSqSelectorModel ElementwiseProduct
pyspark.mllib.fpm
FPGrowth FPGrowthModel PrefixSpan PrefixSpanModel
pyspark.mllib.linalg
Vector DenseVector SparseVector Vectors Matrix DenseMatrix SparseMatrix Matrices QRDecomposition
pyspark.mllib.linalg.distributed
BlockMatrix CoordinateMatrix DistributedMatrix IndexedRow IndexedRowMatrix MatrixEntry RowMatrix SingularValueDecomposition
pyspark.mllib.random
RandomRDDs
pyspark.mllib.recommendation
MatrixFactorizationModel ALS Rating
pyspark.mllib.regression
LabeledPoint LinearModel LinearRegressionModel LinearRegressionWithSGD RidgeRegressionModel RidgeRegressionWithSGD LassoModel LassoWithSGD IsotonicRegressionModel IsotonicRegression StreamingLinearAlgorithm StreamingLinearRegressionWithSGD
pyspark.mllib.stat
Statistics MultivariateStatisticalSummary ChiSqTestResult MultivariateGaussian KernelDensity ChiSqTestResult KolmogorovSmirnovTestResult
pyspark.mllib.tree
DecisionTreeModel DecisionTree RandomForestModel RandomForest GradientBoostedTreesModel GradientBoostedTrees
pyspark.mllib.util
JavaLoader JavaSaveable LinearDataGenerator Loader MLUtils Saveable