Index

A

add_all_parameters() (rain.core.parameter.Parameters method) add_edge() (rain.core.base.DataFlow method) add_edges() (rain.core.base.DataFlow method) add_group() (rain.core.parameter.Parameters method) add_node() (rain.core.base.DataFlow method)

add_nodes() (rain.core.base.DataFlow method) add_parameter() (rain.core.parameter.Parameters method) auroc (rain.nodes.pysad.node_structure.PySadTrainer attribute) (rain.nodes.pysad.trainer.HalfSpaceTree attribute) (rain.nodes.pysad.trainer.IForestASD attribute) (rain.nodes.pysad.trainer.XStream attribute)

B

BASE (rain.core.base.LibTag attribute)

C

CLASSIFIER (rain.core.base.TypeTag attribute) CLUSTERER (rain.core.base.TypeTag attribute) code (rain.nodes.tpot.classification.TPOTClassificationTrainer attribute) (rain.nodes.tpot.regression.TPOTRegressionTrainer attribute) column (rain.nodes.pandas.transform_nodes.PandasAddColumn attribute) (rain.nodes.pandas.transform_nodes.PandasReplaceColumn attribute)

ComputationalNode (class in rain.core.base) ConformalProbabilityCalibrator (class in rain.nodes.pysad.transformer) CUSTOM (rain.core.base.TypeTag attribute) CustomNode (class in rain.nodes.custom.custom) CyclicDataFlowException

D

DataFlow (class in rain.core.base) dataset (rain.nodes.mongodb.database_io.MongoCSVReader attribute) (rain.nodes.mongodb.database_io.MongoCSVWriter attribute) (rain.nodes.pandas.node_structure.PandasTransformer attribute) (rain.nodes.pandas.pandas_io.PandasCSVLoader attribute) (rain.nodes.pandas.pandas_io.PandasCSVWriter attribute) (rain.nodes.pandas.pandas_io.PandasInputNode attribute) (rain.nodes.pandas.pandas_io.PandasOutputNode attribute) (rain.nodes.pandas.transform_nodes.PandasAddColumn attribute) (rain.nodes.pandas.transform_nodes.PandasColumnsFiltering attribute) (rain.nodes.pandas.transform_nodes.PandasDropNan attribute) (rain.nodes.pandas.transform_nodes.PandasFilterRows attribute) (rain.nodes.pandas.transform_nodes.PandasGroupBy attribute) (rain.nodes.pandas.transform_nodes.PandasPivot attribute) (rain.nodes.pandas.transform_nodes.PandasRenameColumn attribute) (rain.nodes.pandas.transform_nodes.PandasSelectRows attribute) (rain.nodes.pandas.transform_nodes.PandasSequence attribute) (rain.nodes.pandas.transform_nodes.SplitFeaturesAndLabels attribute) (rain.nodes.pandas.zscore.ZScorePredictor attribute) (rain.nodes.pandas.zscore.ZScoreTrainer attribute) (rain.nodes.pysad.node_structure.PySadPredictor attribute) (rain.nodes.pysad.node_structure.PySadTrainer attribute) (rain.nodes.pysad.node_structure.PySadTransformer attribute) (rain.nodes.pysad.trainer.HalfSpaceTree attribute) (rain.nodes.pysad.trainer.IForestASD attribute) (rain.nodes.pysad.trainer.XStream attribute) (rain.nodes.pysad.transformer.InstanceUnitNormScaler attribute) (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.decomposition.SklearnPCA attribute) (rain.nodes.sklearn.functions.TrainTestDatasetSplit attribute) (rain.nodes.sklearn.loaders.IrisDatasetLoader attribute) (rain.nodes.sklearn.node_structure.SklearnClassifier attribute) (rain.nodes.sklearn.node_structure.SklearnClusterer attribute) (rain.nodes.sklearn.node_structure.SklearnEstimator attribute) (rain.nodes.sklearn.svm.SklearnLinearSVC attribute) (rain.nodes.spark.data_wrangling.SparkColumnSelector attribute) (rain.nodes.spark.data_wrangling.SparkSplitDataset attribute) (rain.nodes.spark.node_structure.Estimator attribute) (rain.nodes.spark.node_structure.SparkNode attribute) (rain.nodes.spark.node_structure.Transformer attribute) (rain.nodes.spark.pipeline.spark_pipeline.SparkPipelineNode attribute) (rain.nodes.spark.pipeline.stages.HashingTF attribute) (rain.nodes.spark.pipeline.stages.LogisticRegression attribute) (rain.nodes.spark.pipeline.stages.Tokenizer attribute) (rain.nodes.spark.spark_input.SparkCSVLoader attribute) (rain.nodes.spark.spark_output.SparkSaveDataset attribute) (rain.nodes.tpot.classification.TPOTClassificationPredictor attribute) (rain.nodes.tpot.classification.TPOTClassificationTrainer attribute) (rain.nodes.tpot.regression.TPOTRegressionPredictor attribute) (rain.nodes.tpot.regression.TPOTRegressionTrainer attribute)

DaviesBouldinScore (class in rain.nodes.sklearn.functions) DuplicatedNodeId

E

EdgeConnectionError EdgeContentSpecifier (class in rain.core.base) Estimator (class in rain.nodes.spark.node_structure) ESTIMATOR (rain.core.base.TypeTag attribute) EstimatorNotFoundException execute() (rain.core.base.ComputationalNode method) (rain.core.base.DataFlow method) (rain.core.base.InputNode method) (rain.core.base.OutputNode method) (rain.core.base.SimpleNode method) (rain.core.execution.LocalExecutor method) (rain.nodes.custom.custom.CustomNode method) (rain.nodes.mongodb.database_io.MongoCSVReader method) (rain.nodes.mongodb.database_io.MongoCSVWriter method) (rain.nodes.pandas.model_io.PickleModelLoader method) (rain.nodes.pandas.model_io.PickleModelWriter method) (rain.nodes.pandas.node_structure.PandasNode method) (rain.nodes.pandas.node_structure.PandasTransformer method) (rain.nodes.pandas.pandas_io.PandasCSVLoader method) (rain.nodes.pandas.pandas_io.PandasCSVWriter method) (rain.nodes.pandas.pandas_io.PandasInputNode method) (rain.nodes.pandas.pandas_io.PandasOutputNode method) (rain.nodes.pandas.transform_nodes.PandasAddColumn method) (rain.nodes.pandas.transform_nodes.PandasColumnsFiltering method) (rain.nodes.pandas.transform_nodes.PandasDropNan method) (rain.nodes.pandas.transform_nodes.PandasFilterRows method) (rain.nodes.pandas.transform_nodes.PandasGroupBy method) (rain.nodes.pandas.transform_nodes.PandasPivot method) (rain.nodes.pandas.transform_nodes.PandasRenameColumn method) (rain.nodes.pandas.transform_nodes.PandasReplaceColumn method) (rain.nodes.pandas.transform_nodes.PandasSelectRows method) (rain.nodes.pandas.transform_nodes.PandasSequence method) (rain.nodes.pandas.transform_nodes.SplitFeaturesAndLabels method) (rain.nodes.pandas.zscore.ZScorePredictor method) (rain.nodes.pandas.zscore.ZScoreTrainer method) (rain.nodes.pysad.node_structure.PySadNode method) (rain.nodes.pysad.node_structure.PySadPredictor method) (rain.nodes.pysad.node_structure.PySadTrainer method) (rain.nodes.pysad.node_structure.PySadTransformer method) (rain.nodes.pysad.trainer.HalfSpaceTree method) (rain.nodes.pysad.trainer.IForestASD method) (rain.nodes.pysad.trainer.XStream method) (rain.nodes.pysad.transformer.ConformalProbabilityCalibrator method) (rain.nodes.pysad.transformer.GaussianTailProbabilityCalibrator method) (rain.nodes.pysad.transformer.InstanceUnitNormScaler method) (rain.nodes.sklearn.cluster.SimpleKMeans method) (rain.nodes.sklearn.functions.DaviesBouldinScore method) (rain.nodes.sklearn.functions.TrainTestDatasetSplit method) (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit method) (rain.nodes.sklearn.loaders.IrisDatasetLoader method) (rain.nodes.sklearn.node_structure.SklearnEstimator method) (rain.nodes.sklearn.node_structure.SklearnFunction method) (rain.nodes.sklearn.node_structure.SklearnNode method) (rain.nodes.spark.data_wrangling.SparkColumnSelector method) (rain.nodes.spark.data_wrangling.SparkSplitDataset method) (rain.nodes.spark.node_structure.Estimator method) (rain.nodes.spark.node_structure.SparkInputNode method) (rain.nodes.spark.node_structure.SparkNode method) (rain.nodes.spark.node_structure.SparkOutputNode method) (rain.nodes.spark.node_structure.Transformer method) (rain.nodes.spark.pipeline.spark_pipeline.SparkPipelineNode method) (rain.nodes.spark.pipeline.stages.HashingTF method) (rain.nodes.spark.pipeline.stages.LogisticRegression method) (rain.nodes.spark.pipeline.stages.Tokenizer method) (rain.nodes.spark.spark_input.SparkCSVLoader method) (rain.nodes.spark.spark_input.SparkModelLoader method) (rain.nodes.spark.spark_output.SparkSaveDataset method) (rain.nodes.spark.spark_output.SparkSaveModel method) (rain.nodes.tpot.classification.TPOTClassificationPredictor method) (rain.nodes.tpot.classification.TPOTClassificationTrainer method) (rain.nodes.tpot.regression.TPOTRegressionPredictor method) (rain.nodes.tpot.regression.TPOTRegressionTrainer method)

F

fit() (rain.nodes.sklearn.node_structure.SklearnClassifier method) (rain.nodes.sklearn.node_structure.SklearnEstimator method) fit_targets (rain.nodes.sklearn.node_structure.SklearnClassifier attribute) (rain.nodes.sklearn.svm.SklearnLinearSVC attribute) fitted_model (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.decomposition.SklearnPCA attribute) (rain.nodes.sklearn.node_structure.SklearnClassifier attribute) (rain.nodes.sklearn.node_structure.SklearnClusterer attribute) (rain.nodes.sklearn.node_structure.SklearnEstimator attribute) (rain.nodes.sklearn.svm.SklearnLinearSVC attribute)

G

GaussianTailProbabilityCalibrator (class in rain.nodes.pysad.transformer) get_all() (rain.core.parameter.Parameters method) get_all_from_group() (rain.core.parameter.Parameters method) get_dict() (rain.core.parameter.Parameters method) get_dict_from_group() (rain.core.parameter.Parameters method) get_edge() (rain.core.base.DataFlow method) get_execution_ordered_nodes() (rain.core.base.DataFlow method)

get_ingoing_edges() (rain.core.base.DataFlow method) get_kwargs() (in module rain.nodes.custom.custom) get_node() (rain.core.base.DataFlow method) get_outgoing_edges() (rain.core.base.DataFlow method) get_output_value() (rain.core.base.InputMixin method) get_variables_matches() (in module rain.nodes.custom.custom) group_all() (rain.core.parameter.Parameters method)

H

HalfSpaceTree (class in rain.nodes.pysad.trainer) has_attribute() (rain.core.base.ComputationalNode method) (rain.core.base.InputNode method) (rain.core.base.OutputNode method) (rain.core.base.SimpleNode method)

has_node() (rain.core.base.DataFlow method) HashingTF (class in rain.nodes.spark.pipeline.stages)

I

IForestASD (class in rain.nodes.pysad.trainer) INPUT (rain.core.base.TypeTag attribute) InputMixin (class in rain.core.base) InputNode (class in rain.core.base) InputNotFoundException

InstanceUnitNormScaler (class in rain.nodes.pysad.transformer) IrisDatasetLoader (class in rain.nodes.sklearn.loaders) is_acyclic() (rain.core.base.DataFlow method) is_mandatory (rain.core.parameter.SimpleHyperParameter property) (rain.core.parameter.SimpleParameter property)

K

KeyValueParameter (class in rain.core.parameter)

L

labels (rain.nodes.pandas.transform_nodes.SplitFeaturesAndLabels attribute) (rain.nodes.pysad.node_structure.PySadTrainer attribute) (rain.nodes.pysad.trainer.HalfSpaceTree attribute) (rain.nodes.pysad.trainer.IForestASD attribute) (rain.nodes.pysad.trainer.XStream attribute) (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.functions.DaviesBouldinScore attribute)

library (rain.core.base.Tags attribute) LibTag (class in rain.core.base) LocalExecutor (class in rain.core.execution) LogisticRegression (class in rain.nodes.spark.pipeline.stages)

M

Meta (class in rain.core.base) METRICS (rain.core.base.TypeTag attribute) model (rain.nodes.pandas.model_io.PickleModelLoader attribute) (rain.nodes.pandas.model_io.PickleModelWriter attribute) (rain.nodes.pandas.zscore.ZScorePredictor attribute) (rain.nodes.pandas.zscore.ZScoreTrainer attribute) (rain.nodes.pysad.node_structure.PySadPredictor attribute) (rain.nodes.pysad.node_structure.PySadTrainer attribute) (rain.nodes.pysad.trainer.HalfSpaceTree attribute) (rain.nodes.pysad.trainer.IForestASD attribute) (rain.nodes.pysad.trainer.XStream attribute) (rain.nodes.spark.node_structure.Estimator attribute) (rain.nodes.spark.pipeline.spark_pipeline.SparkPipelineNode attribute) (rain.nodes.spark.pipeline.stages.LogisticRegression attribute) (rain.nodes.spark.spark_input.SparkModelLoader attribute) (rain.nodes.spark.spark_output.SparkSaveModel attribute) (rain.nodes.tpot.classification.TPOTClassificationPredictor attribute) (rain.nodes.tpot.classification.TPOTClassificationTrainer attribute) (rain.nodes.tpot.regression.TPOTRegressionPredictor attribute) (rain.nodes.tpot.regression.TPOTRegressionTrainer attribute) module rain rain.core rain.core.base rain.core.exception rain.core.execution rain.core.parameter rain.loguru_logger rain.nodes rain.nodes.custom rain.nodes.custom.custom rain.nodes.mongodb rain.nodes.mongodb.database_io rain.nodes.pandas rain.nodes.pandas.model_io rain.nodes.pandas.node_structure rain.nodes.pandas.pandas_io rain.nodes.pandas.transform_nodes rain.nodes.pandas.zscore rain.nodes.pysad rain.nodes.pysad.node_structure rain.nodes.pysad.trainer rain.nodes.pysad.transformer rain.nodes.sklearn rain.nodes.sklearn.cluster rain.nodes.sklearn.decomposition rain.nodes.sklearn.functions rain.nodes.sklearn.loaders rain.nodes.sklearn.node_structure rain.nodes.sklearn.svm rain.nodes.spark rain.nodes.spark.data_wrangling rain.nodes.spark.node_structure rain.nodes.spark.pipeline rain.nodes.spark.pipeline.spark_pipeline rain.nodes.spark.pipeline.stages rain.nodes.spark.spark_input rain.nodes.spark.spark_output rain.nodes.tpot rain.nodes.tpot.classification rain.nodes.tpot.regression

MongoCSVReader (class in rain.nodes.mongodb.database_io) MongoCSVWriter (class in rain.nodes.mongodb.database_io) MONGODB (rain.core.base.LibTag attribute) MultiEdge (class in rain.core.base)

N

name (rain.core.parameter.KeyValueParameter property)

O

OTHER (rain.core.base.LibTag attribute) (rain.core.base.TypeTag attribute)

OUTPUT (rain.core.base.TypeTag attribute) OutputMixin (class in rain.core.base) OutputNode (class in rain.core.base)

P

PANDAS (rain.core.base.LibTag attribute) PandasAddColumn (class in rain.nodes.pandas.transform_nodes) PandasColumnsFiltering (class in rain.nodes.pandas.transform_nodes) PandasCSVLoader (class in rain.nodes.pandas.pandas_io) PandasCSVWriter (class in rain.nodes.pandas.pandas_io) PandasDropNan (class in rain.nodes.pandas.transform_nodes) PandasFilterRows (class in rain.nodes.pandas.transform_nodes) PandasGroupBy (class in rain.nodes.pandas.transform_nodes) PandasInputNode (class in rain.nodes.pandas.pandas_io) PandasNode (class in rain.nodes.pandas.node_structure) PandasOutputNode (class in rain.nodes.pandas.pandas_io) PandasPivot (class in rain.nodes.pandas.transform_nodes) PandasRenameColumn (class in rain.nodes.pandas.transform_nodes) PandasReplaceColumn (class in rain.nodes.pandas.transform_nodes) PandasSelectRows (class in rain.nodes.pandas.transform_nodes) PandasSequence (class in rain.nodes.pandas.transform_nodes) PandasSequenceException PandasTransformer (class in rain.nodes.pandas.node_structure) Parameters (class in rain.core.parameter)

ParametersException parse_custom_node() (in module rain.nodes.custom.custom) PickleModelLoader (class in rain.nodes.pandas.model_io) PickleModelWriter (class in rain.nodes.pandas.model_io) predict() (rain.nodes.sklearn.node_structure.PredictorMixin method) predictions (rain.nodes.pandas.zscore.ZScorePredictor attribute) (rain.nodes.pysad.node_structure.PySadPredictor attribute) (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.node_structure.SklearnClassifier attribute) (rain.nodes.sklearn.node_structure.SklearnClusterer attribute) (rain.nodes.sklearn.svm.SklearnLinearSVC attribute) (rain.nodes.tpot.classification.TPOTClassificationPredictor attribute) (rain.nodes.tpot.regression.TPOTRegressionPredictor attribute) PREDICTOR (rain.core.base.TypeTag attribute) PredictorMixin (class in rain.nodes.sklearn.node_structure) PYSAD (rain.core.base.LibTag attribute) PySadNode (class in rain.nodes.pysad.node_structure) PySadPredictor (class in rain.nodes.pysad.node_structure) PySadTrainer (class in rain.nodes.pysad.node_structure) PySadTransformer (class in rain.nodes.pysad.node_structure)

R

rain module rain.core module rain.core.base module rain.core.exception module rain.core.execution module rain.core.parameter module rain.loguru_logger module rain.nodes module rain.nodes.custom module rain.nodes.custom.custom module rain.nodes.mongodb module rain.nodes.mongodb.database_io module rain.nodes.pandas module rain.nodes.pandas.model_io module rain.nodes.pandas.node_structure module rain.nodes.pandas.pandas_io module rain.nodes.pandas.transform_nodes module rain.nodes.pandas.zscore module rain.nodes.pysad module rain.nodes.pysad.node_structure module

rain.nodes.pysad.trainer module rain.nodes.pysad.transformer module rain.nodes.sklearn module rain.nodes.sklearn.cluster module rain.nodes.sklearn.decomposition module rain.nodes.sklearn.functions module rain.nodes.sklearn.loaders module rain.nodes.sklearn.node_structure module rain.nodes.sklearn.svm module rain.nodes.spark module rain.nodes.spark.data_wrangling module rain.nodes.spark.node_structure module rain.nodes.spark.pipeline module rain.nodes.spark.pipeline.spark_pipeline module rain.nodes.spark.pipeline.stages module rain.nodes.spark.spark_input module rain.nodes.spark.spark_output module rain.nodes.tpot module rain.nodes.tpot.classification module rain.nodes.tpot.regression module REGRESSOR (rain.core.base.TypeTag attribute)

S

sample_dataset (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit attribute) sample_test_dataset (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit attribute) sample_train_dataset (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit attribute) samples_dataset (rain.nodes.sklearn.functions.DaviesBouldinScore attribute) score (rain.nodes.sklearn.functions.DaviesBouldinScore attribute) score() (rain.nodes.sklearn.node_structure.ScorerMixin method) score_targets (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.decomposition.SklearnPCA attribute) (rain.nodes.sklearn.node_structure.SklearnClassifier attribute) (rain.nodes.sklearn.node_structure.SklearnClusterer attribute) (rain.nodes.sklearn.svm.SklearnLinearSVC attribute) score_value (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.decomposition.SklearnPCA attribute) (rain.nodes.sklearn.node_structure.SklearnClassifier attribute) (rain.nodes.sklearn.node_structure.SklearnClusterer attribute) (rain.nodes.sklearn.svm.SklearnLinearSVC attribute) ScorerMixin (class in rain.nodes.sklearn.node_structure) scores (rain.nodes.pysad.transformer.ConformalProbabilityCalibrator attribute) (rain.nodes.pysad.transformer.GaussianTailProbabilityCalibrator attribute) selected_rows (rain.nodes.pandas.transform_nodes.PandasFilterRows attribute) selection (rain.nodes.pandas.transform_nodes.PandasSelectRows attribute) set_input_value() (rain.core.base.OutputMixin method) SimpleHyperParameter (class in rain.core.parameter) SimpleKMeans (class in rain.nodes.sklearn.cluster) SimpleNode (class in rain.core.base)

SimpleParameter (class in rain.core.parameter) Singleton (class in rain.core.execution) SKLEARN (rain.core.base.LibTag attribute) SklearnClassifier (class in rain.nodes.sklearn.node_structure) SklearnClusterer (class in rain.nodes.sklearn.node_structure) SklearnEstimator (class in rain.nodes.sklearn.node_structure) SklearnFunction (class in rain.nodes.sklearn.node_structure) SklearnLinearSVC (class in rain.nodes.sklearn.svm) SklearnNode (class in rain.nodes.sklearn.node_structure) SklearnPCA (class in rain.nodes.sklearn.decomposition) SPARK (rain.core.base.LibTag attribute) spark (rain.nodes.spark.node_structure.SparkNodeSession attribute) SparkColumnSelector (class in rain.nodes.spark.data_wrangling) SparkCSVLoader (class in rain.nodes.spark.spark_input) SparkInputNode (class in rain.nodes.spark.node_structure) SparkModelLoader (class in rain.nodes.spark.spark_input) SparkNode (class in rain.nodes.spark.node_structure) SparkNodeSession (class in rain.nodes.spark.node_structure) SparkOutputNode (class in rain.nodes.spark.node_structure) SparkPipelineNode (class in rain.nodes.spark.pipeline.spark_pipeline) SparkSaveDataset (class in rain.nodes.spark.spark_output) SparkSaveModel (class in rain.nodes.spark.spark_output) SparkSplitDataset (class in rain.nodes.spark.data_wrangling) SparkStageMixin (class in rain.nodes.spark.node_structure) SplitFeaturesAndLabels (class in rain.nodes.pandas.transform_nodes)

T

Tags (class in rain.core.base) target (rain.nodes.sklearn.loaders.IrisDatasetLoader attribute) target_dataset (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit attribute) target_test_dataset (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit attribute) target_train_dataset (rain.nodes.sklearn.functions.TrainTestSampleTargetSplit attribute) test_dataset (rain.nodes.sklearn.functions.TrainTestDatasetSplit attribute) (rain.nodes.spark.data_wrangling.SparkSplitDataset attribute) Tokenizer (class in rain.nodes.spark.pipeline.stages) TPOT (rain.core.base.LibTag attribute) TPOTClassificationPredictor (class in rain.nodes.tpot.classification) TPOTClassificationTrainer (class in rain.nodes.tpot.classification) TPOTRegressionPredictor (class in rain.nodes.tpot.regression) TPOTRegressionTrainer (class in rain.nodes.tpot.regression) train_dataset (rain.nodes.sklearn.functions.TrainTestDatasetSplit attribute) (rain.nodes.spark.data_wrangling.SparkSplitDataset attribute)

TRAINER (rain.core.base.TypeTag attribute) TrainTestDatasetSplit (class in rain.nodes.sklearn.functions) TrainTestSampleTargetSplit (class in rain.nodes.sklearn.functions) transform() (rain.nodes.sklearn.node_structure.TransformerMixin method) transformed_dataset (rain.nodes.sklearn.cluster.SimpleKMeans attribute) (rain.nodes.sklearn.decomposition.SklearnPCA attribute) (rain.nodes.sklearn.node_structure.SklearnClusterer attribute) Transformer (class in rain.nodes.spark.node_structure) TRANSFORMER (rain.core.base.TypeTag attribute) TransformerMixin (class in rain.nodes.sklearn.node_structure) type (rain.core.base.Tags attribute) (rain.core.parameter.KeyValueParameter property) TypeTag (class in rain.core.base)

V

value (rain.core.parameter.KeyValueParameter property)

X

XStream (class in rain.nodes.pysad.trainer)

Z

ZScorePredictor (class in rain.nodes.pandas.zscore)

ZScoreTrainer (class in rain.nodes.pandas.zscore)