Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | W A a (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) algoParams (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) algorithm (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) ApproximateNearestNeighbors (class in spark_rapids_ml.knn) ApproximateNearestNeighborsModel (class in spark_rapids_ml.knn) approxSimilarityJoin() (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) B b (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) bootstrap (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) build_algo (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) build_kwds (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) C clear() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) clusterCenters() (spark_rapids_ml.clustering.KMeansModel method) coefficientMatrix (spark_rapids_ml.classification.LogisticRegressionModel attribute) coefficients (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) collectSubModels (spark_rapids_ml.tuning.CrossValidator attribute) copy() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) cpu() (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.umap.UMAPModel method) CrossValidator (class in spark_rapids_ml.tuning) cuml_params (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) D DBSCAN (class in spark_rapids_ml.clustering) DBSCANModel (class in spark_rapids_ml.clustering) E elasticNetParam (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) embedding (spark_rapids_ml.umap.UMAPModel attribute) enable_sparse_data_optim (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) eps (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) estimator (spark_rapids_ml.tuning.CrossValidator attribute) estimatorParamMaps (spark_rapids_ml.tuning.CrossValidator attribute) evaluate() (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.regression.LinearRegressionModel method) evaluator (spark_rapids_ml.tuning.CrossValidator attribute) exactNearestNeighborsJoin() (spark_rapids_ml.knn.NearestNeighborsModel method) explainedVariance (spark_rapids_ml.feature.PCAModel attribute) explainParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) explainParams() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) extractParamMap() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) F featureImportances (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) featuresCol (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) featuresCols (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) featureSubsetStrategy (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) fit() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) fitIntercept (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) fitMultiple() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) foldCol (spark_rapids_ml.tuning.CrossValidator attribute) G getA() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getAlgoParams() (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) getAlgorithm() (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) getB() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getBootstrap() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) getBuildAlgo() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getBuildKwds() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getCollectSubModels() (spark_rapids_ml.tuning.CrossValidator method) getElasticNetParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getEps() (spark_rapids_ml.clustering.DBSCAN method) getEstimator() (spark_rapids_ml.tuning.CrossValidator method) getEstimatorParamMaps() (spark_rapids_ml.tuning.CrossValidator method) getEvaluator() (spark_rapids_ml.tuning.CrossValidator method) getFeaturesCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getFeaturesCols() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getFeatureSubsetStrategy() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) getFitIntercept() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getFoldCol() (spark_rapids_ml.tuning.CrossValidator method) getIdCol() (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) getImpurity() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) getInit() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getInitMode() (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) getInputCol() (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) getInputCols() (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) getK() (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) getLabelCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getLearningRate() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getLocalConnectivity() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getLoss() (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getMaxBins() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) getMaxDepth() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) getMaxIter() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getMaxMbytesPerBatch() (spark_rapids_ml.clustering.DBSCAN method) getMetric() (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getMetricKwds() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getMinDist() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getMinInstancesPerNode() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) getMinSamples() (spark_rapids_ml.clustering.DBSCAN method) getNComponents() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getNegativeSampleRate() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getNEpochs() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getNNeighbors() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getNumFolds() (spark_rapids_ml.tuning.CrossValidator method) getNumTrees (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) getNumTrees() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) getOrDefault() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getOutputCol() (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getParallelism() (spark_rapids_ml.tuning.CrossValidator method) getParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getPrecomputedKNN() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getPredictionCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) getProbabilityCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) getRandomState() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getRawPredictionCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) getRegParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getRepulsionStrength() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getSampleFraction() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getSeed() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) getSetOpMixRatio() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getSolver() (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getSpread() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) getStandardization() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getTol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) getTransformQueueSize() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) H hasDefault() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) hasParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) hasSummary (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) I idCol (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) impurity (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) init (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) initMode (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) inputCol (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) inputCols (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) intercept (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) interceptVector (spark_rapids_ml.classification.LogisticRegressionModel attribute) isDefined() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) isSet() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) K k (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) KMeans (class in spark_rapids_ml.clustering) KMeansModel (class in spark_rapids_ml.clustering) kneighbors() (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighborsModel method) L labelCol (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) learning_rate (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) LinearRegression (class in spark_rapids_ml.regression) LinearRegressionModel (class in spark_rapids_ml.regression) load() (spark_rapids_ml.classification.LogisticRegression class method) (spark_rapids_ml.classification.LogisticRegressionModel class method) (spark_rapids_ml.classification.RandomForestClassificationModel class method) (spark_rapids_ml.classification.RandomForestClassifier class method) (spark_rapids_ml.clustering.DBSCAN class method) (spark_rapids_ml.clustering.DBSCANModel class method) (spark_rapids_ml.clustering.KMeans class method) (spark_rapids_ml.clustering.KMeansModel class method) (spark_rapids_ml.feature.PCA class method) (spark_rapids_ml.feature.PCAModel class method) (spark_rapids_ml.regression.LinearRegression class method) (spark_rapids_ml.regression.LinearRegressionModel class method) (spark_rapids_ml.regression.RandomForestRegressionModel class method) (spark_rapids_ml.regression.RandomForestRegressor class method) (spark_rapids_ml.tuning.CrossValidator class method) (spark_rapids_ml.umap.UMAP class method) (spark_rapids_ml.umap.UMAPModel class method) local_connectivity (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) LogisticRegression (class in spark_rapids_ml.classification) LogisticRegressionModel (class in spark_rapids_ml.classification) loss (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) M max_mbytes_per_batch (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) maxBins (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) maxDepth (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) maxIter (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) mean (spark_rapids_ml.feature.PCAModel attribute) metric (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) metric_kwds (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) min_dist (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) min_samples (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) minInstancesPerNode (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) N n_components (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) n_epochs (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) n_neighbors (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) NearestNeighbors (class in spark_rapids_ml.knn) NearestNeighborsModel (class in spark_rapids_ml.knn) negative_sample_rate (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) num_workers (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) numClasses (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) numFeatures (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) numFolds (spark_rapids_ml.tuning.CrossValidator attribute) numTrees (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) O outputCol (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) P parallelism (spark_rapids_ml.tuning.CrossValidator attribute) params (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.clustering.DBSCAN attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.feature.PCA attribute) (spark_rapids_ml.feature.PCAModel attribute) (spark_rapids_ml.knn.ApproximateNearestNeighbors attribute) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel attribute) (spark_rapids_ml.knn.NearestNeighbors attribute) (spark_rapids_ml.knn.NearestNeighborsModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.tuning.CrossValidator attribute) (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) pc (spark_rapids_ml.feature.PCAModel attribute) PCA (class in spark_rapids_ml.feature) PCAModel (class in spark_rapids_ml.feature) precomputed_knn (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) predict() (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) predictionCol (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.clustering.DBSCANModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) predictLeaf() (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) predictProbability() (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) predictRaw() (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) probabilityCol (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) R random_state (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) RandomForestClassificationModel (class in spark_rapids_ml.classification) RandomForestClassifier (class in spark_rapids_ml.classification) RandomForestRegressionModel (class in spark_rapids_ml.regression) RandomForestRegressor (class in spark_rapids_ml.regression) rawData (spark_rapids_ml.umap.UMAPModel attribute) rawPredictionCol (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) read() (spark_rapids_ml.classification.LogisticRegression class method) (spark_rapids_ml.classification.LogisticRegressionModel class method) (spark_rapids_ml.classification.RandomForestClassificationModel class method) (spark_rapids_ml.classification.RandomForestClassifier class method) (spark_rapids_ml.clustering.DBSCAN class method) (spark_rapids_ml.clustering.DBSCANModel class method) (spark_rapids_ml.clustering.KMeans class method) (spark_rapids_ml.clustering.KMeansModel class method) (spark_rapids_ml.feature.PCA class method) (spark_rapids_ml.feature.PCAModel class method) (spark_rapids_ml.regression.LinearRegression class method) (spark_rapids_ml.regression.LinearRegressionModel class method) (spark_rapids_ml.regression.RandomForestRegressionModel class method) (spark_rapids_ml.regression.RandomForestRegressor class method) (spark_rapids_ml.tuning.CrossValidator class method) (spark_rapids_ml.umap.UMAP class method) (spark_rapids_ml.umap.UMAPModel class method) regParam (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) repulsion_strength (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) S sample_fraction (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) save() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) scale (spark_rapids_ml.regression.LinearRegressionModel attribute) seed (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) (spark_rapids_ml.tuning.CrossValidator attribute) set() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) set_op_mix_ratio (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) setA() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setAlgoParams() (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) setAlgorithm() (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) setB() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setBootstrap() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setBuildAlgo() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setBuildKwds() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setCollectSubModels() (spark_rapids_ml.tuning.CrossValidator method) setElasticNetParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.regression.LinearRegression method) setEps() (spark_rapids_ml.clustering.DBSCAN method) setEstimator() (spark_rapids_ml.tuning.CrossValidator method) setEstimatorParamMaps() (spark_rapids_ml.tuning.CrossValidator method) setEvaluator() (spark_rapids_ml.tuning.CrossValidator method) setFeaturesCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setFeaturesCols() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setFeatureSubsetStrategy() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setFitIntercept() (spark_rapids_ml.classification.LogisticRegression method) setFoldCol() (spark_rapids_ml.tuning.CrossValidator method) setIdCol() (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) setImpurity() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setInit() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setInitMode() (spark_rapids_ml.clustering.KMeans method) setInputCol() (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) setInputCols() (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) setK() (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighbors method) (spark_rapids_ml.knn.NearestNeighborsModel method) setLabelCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setLearningRate() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setLocalConnectivity() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setLoss() (spark_rapids_ml.regression.LinearRegression method) setMaxBins() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setMaxDepth() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setMaxIter() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.regression.LinearRegression method) setMaxMbytesPerBatch() (spark_rapids_ml.clustering.DBSCAN method) setMetric() (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.knn.ApproximateNearestNeighbors method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setMetricKwds() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setMinDist() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setMinInstancesPerNode() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setMinSamples() (spark_rapids_ml.clustering.DBSCAN method) setNComponents() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setNegativeSampleRate() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setNEpochs() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setNNeighbors() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setNumFolds() (spark_rapids_ml.tuning.CrossValidator method) setNumTrees() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.regression.RandomForestRegressor method) setOutputCol() (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setParallelism() (spark_rapids_ml.tuning.CrossValidator method) setParams() (spark_rapids_ml.tuning.CrossValidator method) setPrecomputedKNN() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setPredictionCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) setProbabilityCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) setRandomState() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setRawPredictionCol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) setRegParam() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.regression.LinearRegression method) setRepulsionStrength() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setSampleFraction() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setSeed() (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) setSetOpMixRatio() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setSpread() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) setStandardization() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.regression.LinearRegression method) setTol() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.regression.LinearRegression method) setTransformQueueSize() (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method) solver (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) spread (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) standardization (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) summary (spark_rapids_ml.classification.LogisticRegressionModel attribute) supportedFeatureSubsetStrategies (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) supportedImpurities (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.classification.RandomForestClassifier attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) (spark_rapids_ml.regression.RandomForestRegressor attribute) T toDebugString (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) tol (spark_rapids_ml.classification.LogisticRegression attribute) (spark_rapids_ml.classification.LogisticRegressionModel attribute) (spark_rapids_ml.clustering.KMeans attribute) (spark_rapids_ml.clustering.KMeansModel attribute) (spark_rapids_ml.regression.LinearRegression attribute) (spark_rapids_ml.regression.LinearRegressionModel attribute) totalNumNodes (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) transform() (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.knn.ApproximateNearestNeighborsModel method) (spark_rapids_ml.knn.NearestNeighborsModel method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.umap.UMAPModel method) transform_queue_size (spark_rapids_ml.umap.UMAP attribute) (spark_rapids_ml.umap.UMAPModel attribute) trees (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) treeWeights (spark_rapids_ml.classification.RandomForestClassificationModel attribute) (spark_rapids_ml.regression.RandomForestRegressionModel attribute) U UMAP (class in spark_rapids_ml.umap) UMAPModel (class in spark_rapids_ml.umap) W write() (spark_rapids_ml.classification.LogisticRegression method) (spark_rapids_ml.classification.LogisticRegressionModel method) (spark_rapids_ml.classification.RandomForestClassificationModel method) (spark_rapids_ml.classification.RandomForestClassifier method) (spark_rapids_ml.clustering.DBSCAN method) (spark_rapids_ml.clustering.DBSCANModel method) (spark_rapids_ml.clustering.KMeans method) (spark_rapids_ml.clustering.KMeansModel method) (spark_rapids_ml.feature.PCA method) (spark_rapids_ml.feature.PCAModel method) (spark_rapids_ml.regression.LinearRegression method) (spark_rapids_ml.regression.LinearRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressionModel method) (spark_rapids_ml.regression.RandomForestRegressor method) (spark_rapids_ml.tuning.CrossValidator method) (spark_rapids_ml.umap.UMAP method) (spark_rapids_ml.umap.UMAPModel method)