Index

A

addHyperparam() (HyperparamBuilder.HyperparamBuilder method) AssembleFeatures (class in AssembleFeatures) (module)

AssembleFeaturesModel (class in AssembleFeatures)

B

BestModel (class in FindBestModel) BinaryFileFields (in module BinaryFileReader) BinaryFileReader (module)

BinaryFileSchema (in module BinaryFileReader) blur() (ImageTransformer.ImageTransformer method) build() (HyperparamBuilder.HyperparamBuilder method)

C

Cacher (class in Cacher) (module) CheckpointData (class in CheckpointData) (module) ClassBalancer (class in ClassBalancer) (module) ClassBalancerModel (class in ClassBalancer) CleanMissingData (class in CleanMissingData) (module) CleanMissingDataModel (class in CleanMissingData) CNTKLearner (class in CNTKLearner) (module) CNTKModel (class in CNTKModel) (module)

colorFormat() (ImageTransformer.ImageTransformer method) ComplexParamsMixin (class in Utils) complexTypeConverter() (in module TypeConversionUtils) ComputeModelStatistics (class in ComputeModelStatistics) (module) ComputePerInstanceStatistics (class in ComputePerInstanceStatistics) (module) crop() (ImageTransformer.ImageTransformer method) CustomInputParser (class in CustomInputParser) (module) CustomOutputParser (class in CustomOutputParser) (module)

D

DataConversion (class in DataConversion) (module) DiscreteHyperParam (class in HyperparamBuilder) downloadByName() (ModelDownloader.ModelDownloader method) downloadModel() (ModelDownloader.ModelDownloader method)

downloadModels() (ModelDownloader.ModelDownloader method) DropColumns (class in DropColumns) (module) DynamicMiniBatchTransformer (class in DynamicMiniBatchTransformer) (module)

E

EnsembleByKey (class in EnsembleByKey) (module)

Explode (class in Explode) (module)

F

FastVectorAssembler (class in FastVectorAssembler) (module) Featurize (class in Featurize) (module) FindBestModel (class in FindBestModel) (module)

FixedMiniBatchTransformer (class in FixedMiniBatchTransformer) (module) FlattenBatch (class in FlattenBatch) (module) flip() (ImageTransformer.ImageTransformer method) from_java() (in module Utils) fromJava() (ModelDownloader.ModelSchema static method)

G

gaussianKernel() (ImageTransformer.ImageTransformer method) generateTypeConverter() (in module TypeConversionUtils) get() (HyperparamBuilder.DiscreteHyperParam method) (HyperparamBuilder.RangeHyperParam method) getAllModelMetrics() (FindBestModel.BestModel method) getAllowImages() (AssembleFeatures.AssembleFeatures method) (Featurize.Featurize method) getBackoffTiming() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) getBaseStage() (MultiColumnAdapter.MultiColumnAdapter method) getBasic() (SummarizeData.SummarizeData method) getBatchSize() (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) getBestModel() (FindBestModel.BestModel method) (TuneHyperparameters.TuneHyperparametersModel method) getBestModelInfo() (TuneHyperparameters.TuneHyperparametersModel method) getBestModelMetrics() (FindBestModel.BestModel method) getBinary() (TextFeaturizer.TextFeaturizer method) getBroadcastJoin() (ClassBalancer.ClassBalancer method) getBuffered() (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) getCaseSensitiveStopWords() (TextFeaturizer.TextFeaturizer method) getCleaningMode() (CleanMissingData.CleanMissingData method) getCollapseGroup() (EnsembleByKey.EnsembleByKey method) getColNames() (EnsembleByKey.EnsembleByKey method) getCols() (DataConversion.DataConversion method) (DropColumns.DropColumns method) (EnsembleByKey.EnsembleByKey method) (SelectColumns.SelectColumns method) getColumnsToFeaturize() (AssembleFeatures.AssembleFeatures method) getConcurrency() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) getConcurrentTimeout() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) getConvertTo() (DataConversion.DataConversion method) getCount() (PartitionSample.PartitionSample method) getCounts() (SummarizeData.SummarizeData method) getCustomValue() (CleanMissingData.CleanMissingData method) getDataType() (JSONOutputParser.JSONOutputParser method) (ValueIndexerModel.ValueIndexerModel method) getDateTimeFormat() (DataConversion.DataConversion method) getDefaultStopWordLanguage() (TextFeaturizer.TextFeaturizer method) getDisable() (Cacher.Cacher method) (Repartition.Repartition method) getDisableMaterialization() (Timer.Timer method) getDiskIncluded() (CheckpointData.CheckpointData method) getErrorCol() (SimpleHTTPTransformer.SimpleHTTPTransformer method) getErrorThreshold() (SummarizeData.SummarizeData method) getEvaluationMetric() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) getEvaluationResults() (FindBestModel.BestModel method) getFeatureColumns() (Featurize.Featurize method) getFeatureImportances() (LightGBMClassifier.LightGBMClassificationModel method) (LightGBMRegressor.LightGBMRegressionModel method) getFeaturesCol() (AssembleFeatures.AssembleFeatures method) (TrainClassifier.TrainClassifier method) getFlattenOutputBatches() (SimpleHTTPTransformer.SimpleHTTPTransformer method) getFlipLeftRight() (ImageSetAugmenter.ImageSetAugmenter method) getFlipUpDown() (ImageSetAugmenter.ImageSetAugmenter method) getHandlingStrategy() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) getHeaders() (JSONInputParser.JSONInputParser method) getInputCol() (ClassBalancer.ClassBalancer method) (CNTKModel.CNTKModel method) (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) (Explode.Explode method) (HTTPTransformer.HTTPTransformer method) (ImageSetAugmenter.ImageSetAugmenter method) (IndexToValue.IndexToValue method) (JSONInputParser.JSONInputParser method) (JSONOutputParser.JSONOutputParser method) (MultiNGram.MultiNGram method) (PartitionConsolidator.PartitionConsolidator method) (RenameColumn.RenameColumn method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) (TextFeaturizer.TextFeaturizer method) (TextPreprocessor.TextPreprocessor method) (UDFTransformer.UDFTransformer method) (UnrollImage.UnrollImage method) (ValueIndexer.ValueIndexer method) (ValueIndexerModel.ValueIndexerModel method) getInputCols() (CleanMissingData.CleanMissingData method) (FastVectorAssembler.FastVectorAssembler method) (MultiColumnAdapter.MultiColumnAdapter method) (UDFTransformer.UDFTransformer method) getInputNode() (CNTKModel.CNTKModel method) getInputNodeIndex() (CNTKModel.CNTKModel method) getInputParser() (SimpleHTTPTransformer.SimpleHTTPTransformer method) getInputShapes() (CNTKModel.CNTKModel method) getJavaPackage() (AssembleFeatures.AssembleFeatures static method) (AssembleFeatures.AssembleFeaturesModel static method) (Cacher.Cacher static method) (CheckpointData.CheckpointData static method) (ClassBalancer.ClassBalancer static method) (ClassBalancer.ClassBalancerModel static method) (CleanMissingData.CleanMissingData static method) (CleanMissingData.CleanMissingDataModel static method) (ComputeModelStatistics.ComputeModelStatistics static method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics static method) (CustomInputParser.CustomInputParser static method) (CustomOutputParser.CustomOutputParser static method) (DataConversion.DataConversion static method) (DropColumns.DropColumns static method) (DynamicMiniBatchTransformer.DynamicMiniBatchTransformer static method) (EnsembleByKey.EnsembleByKey static method) (Explode.Explode static method) (FastVectorAssembler.FastVectorAssembler static method) (Featurize.Featurize static method) (Featurize.PipelineModel static method) (FixedMiniBatchTransformer.FixedMiniBatchTransformer static method) (FlattenBatch.FlattenBatch static method) (HTTPTransformer.HTTPTransformer static method) (ImageSetAugmenter.ImageSetAugmenter static method) (IndexToValue.IndexToValue static method) (JSONInputParser.JSONInputParser static method) (JSONOutputParser.JSONOutputParser static method) (Lambda.Lambda static method) (MultiColumnAdapter.MultiColumnAdapter static method) (MultiColumnAdapter.PipelineModel static method) (MultiNGram.MultiNGram static method) (PartitionConsolidator.PartitionConsolidator static method) (PartitionSample.PartitionSample static method) (RenameColumn.RenameColumn static method) (Repartition.Repartition static method) (SelectColumns.SelectColumns static method) (SimpleHTTPTransformer.SimpleHTTPTransformer static method) (SummarizeData.SummarizeData static method) (TextFeaturizer.TextFeaturizer static method) (TextFeaturizer.TextFeaturizerModel static method) (TextPreprocessor.TextPreprocessor static method) (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer static method) (Timer.Timer static method) (Timer.TimerModel static method) (TrainClassifier.TrainClassifier static method) (TrainClassifier.TrainedClassifierModel static method) (TrainRegressor.TrainRegressor static method) (TrainRegressor.TrainedRegressorModel static method) (UDFTransformer.UDFTransformer static method) (UnrollImage.UnrollImage static method) (ValueIndexer.ValueIndexer static method) (ValueIndexer.ValueIndexerModel static method) (ValueIndexerModel.ValueIndexerModel static method)

getKeys() (EnsembleByKey.EnsembleByKey method) getLabelCol() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) getLabels() (TrainClassifier.TrainClassifier method) getLengths() (MultiNGram.MultiNGram method) getLevels() (ValueIndexerModel.ValueIndexerModel method) getLogToScala() (Timer.Timer method) getMap() (TextPreprocessor.TextPreprocessor method) getMaxBatchSize() (DynamicMiniBatchTransformer.DynamicMiniBatchTransformer method) (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer method) getMaxBufferSize() (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) getMillisToWait() (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer method) getMinDocFreq() (TextFeaturizer.TextFeaturizer method) getMiniBatcher() (SimpleHTTPTransformer.SimpleHTTPTransformer method) getMinTokenLength() (TextFeaturizer.TextFeaturizer method) getMode() (PartitionSample.PartitionSample method) getModel() (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) getN() (Repartition.Repartition method) getNewColName() (PartitionSample.PartitionSample method) getNGramLength() (TextFeaturizer.TextFeaturizer method) getNormFunc() (TextPreprocessor.TextPreprocessor method) getNumberOfFeatures() (AssembleFeatures.AssembleFeatures method) (Featurize.Featurize method) getNumFeatures() (TextFeaturizer.TextFeaturizer method) (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) getNumParts() (PartitionSample.PartitionSample method) getOneHotEncodeCategoricals() (AssembleFeatures.AssembleFeatures method) (Featurize.Featurize method) getOutputCol() (ClassBalancer.ClassBalancer method) (CNTKModel.CNTKModel method) (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) (Explode.Explode method) (FastVectorAssembler.FastVectorAssembler method) (HTTPTransformer.HTTPTransformer method) (ImageSetAugmenter.ImageSetAugmenter method) (IndexToValue.IndexToValue method) (JSONInputParser.JSONInputParser method) (JSONOutputParser.JSONOutputParser method) (MultiNGram.MultiNGram method) (PartitionConsolidator.PartitionConsolidator method) (RenameColumn.RenameColumn method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) (TextFeaturizer.TextFeaturizer method) (TextPreprocessor.TextPreprocessor method) (UDFTransformer.UDFTransformer method) (UnrollImage.UnrollImage method) (ValueIndexer.ValueIndexer method) (ValueIndexerModel.ValueIndexerModel method) getOutputCols() (CleanMissingData.CleanMissingData method) (MultiColumnAdapter.MultiColumnAdapter method) getOutputNode() (CNTKModel.CNTKModel method) getOutputNodeIndex() (CNTKModel.CNTKModel method) getOutputParser() (SimpleHTTPTransformer.SimpleHTTPTransformer method) getPercent() (PartitionSample.PartitionSample method) getPercentiles() (SummarizeData.SummarizeData method) getReindexLabel() (TrainClassifier.TrainClassifier method) getRemoveCheckpoint() (CheckpointData.CheckpointData method) getRsMode() (PartitionSample.PartitionSample method) getSample() (SummarizeData.SummarizeData method) getScoredDataset() (FindBestModel.BestModel method) getScoredLabelsCol() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) getScoredProbabilitiesCol() (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) getScoresCol() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) getSeed() (PartitionSample.PartitionSample method) getStage() (Timer.Timer method) getStopWords() (TextFeaturizer.TextFeaturizer method) getStrategy() (EnsembleByKey.EnsembleByKey method) getTokenizerGaps() (TextFeaturizer.TextFeaturizer method) getTokenizerPattern() (TextFeaturizer.TextFeaturizer method) getToLowercase() (TextFeaturizer.TextFeaturizer method) getTransformFunc() (Lambda.Lambda method) getTransformSchemaFunc() (Lambda.Lambda method) getUDF() (UDFTransformer.UDFTransformer method) getUdfPython() (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) getUdfScala() (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) getUrl() (JSONInputParser.JSONInputParser method) getUseIDF() (TextFeaturizer.TextFeaturizer method) getUseNGram() (TextFeaturizer.TextFeaturizer method) getUseStopWordsRemover() (TextFeaturizer.TextFeaturizer method) getUseTokenizer() (TextFeaturizer.TextFeaturizer method) getVectorDims() (EnsembleByKey.EnsembleByKey method) GridSpace (class in HyperparamBuilder)

H

HTTPTransformer (class in HTTPTransformer) (module)

HyperparamBuilder (class in HyperparamBuilder) (module)

I

ImageFeaturizer (class in ImageFeaturizer) (module) ImageReader (module) ImageSetAugmenter (class in ImageSetAugmenter) (module) ImageTransformer (class in ImageTransformer) (module)

ImageWriter (module) IndexToValue (class in IndexToValue) (module) isBinaryFile() (in module BinaryFileReader) isImage() (in module ImageReader)

J

JavaMMLReadable (class in Utils) JavaMMLReader (class in Utils) JSONInputParser (class in JSONInputParser) (module)

JSONOutputParser (class in JSONOutputParser) (module)

L

Lambda (class in Lambda) (module) LightGBMClassificationModel (class in LightGBMClassifier) LightGBMClassifier (class in LightGBMClassifier) (module) LightGBMRegressionModel (class in LightGBMRegressor)

LightGBMRegressor (class in LightGBMRegressor) (module) loadNativeModelFromFile() (LightGBMClassifier.LightGBMClassificationModel static method) (LightGBMRegressor.LightGBMRegressionModel static method) loadNativeModelFromString() (LightGBMClassifier.LightGBMClassificationModel static method) (LightGBMRegressor.LightGBMRegressionModel static method) localModels() (ModelDownloader.ModelDownloader method)

M

ModelDownloader (class in ModelDownloader) (module) ModelSchema (class in ModelDownloader)

MultiColumnAdapter (class in MultiColumnAdapter) (module) MultiNGram (class in MultiNGram) (module)

P

PartitionConsolidator (class in PartitionConsolidator) (module) PartitionSample (class in PartitionSample) (module)

PipelineModel (class in Featurize) (class in MultiColumnAdapter) PowerBIWriter (module)

R

RandomSpace (class in HyperparamBuilder) RangeHyperParam (class in HyperparamBuilder) read() (AssembleFeatures.AssembleFeatures class method) (AssembleFeatures.AssembleFeaturesModel class method) (Cacher.Cacher class method) (CheckpointData.CheckpointData class method) (ClassBalancer.ClassBalancer class method) (ClassBalancer.ClassBalancerModel class method) (CleanMissingData.CleanMissingData class method) (CleanMissingData.CleanMissingDataModel class method) (ComputeModelStatistics.ComputeModelStatistics class method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics class method) (CustomInputParser.CustomInputParser class method) (CustomOutputParser.CustomOutputParser class method) (DataConversion.DataConversion class method) (DropColumns.DropColumns class method) (DynamicMiniBatchTransformer.DynamicMiniBatchTransformer class method) (EnsembleByKey.EnsembleByKey class method) (Explode.Explode class method) (FastVectorAssembler.FastVectorAssembler class method) (Featurize.Featurize class method) (Featurize.PipelineModel class method) (FixedMiniBatchTransformer.FixedMiniBatchTransformer class method) (FlattenBatch.FlattenBatch class method) (HTTPTransformer.HTTPTransformer class method) (ImageSetAugmenter.ImageSetAugmenter class method) (IndexToValue.IndexToValue class method) (JSONInputParser.JSONInputParser class method) (JSONOutputParser.JSONOutputParser class method) (Lambda.Lambda class method) (MultiColumnAdapter.MultiColumnAdapter class method) (MultiColumnAdapter.PipelineModel class method) (MultiNGram.MultiNGram class method) (PartitionConsolidator.PartitionConsolidator class method) (PartitionSample.PartitionSample class method) (RenameColumn.RenameColumn class method) (Repartition.Repartition class method) (SelectColumns.SelectColumns class method) (SimpleHTTPTransformer.SimpleHTTPTransformer class method) (SummarizeData.SummarizeData class method) (TextFeaturizer.TextFeaturizer class method) (TextFeaturizer.TextFeaturizerModel class method) (TextPreprocessor.TextPreprocessor class method) (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer class method) (Timer.Timer class method) (Timer.TimerModel class method) (TrainClassifier.TrainClassifier class method) (TrainClassifier.TrainedClassifierModel class method) (TrainRegressor.TrainRegressor class method) (TrainRegressor.TrainedRegressorModel class method) (UDFTransformer.UDFTransformer class method) (UnrollImage.UnrollImage class method) (Utils.JavaMMLReadable class method) (ValueIndexer.ValueIndexer class method) (ValueIndexer.ValueIndexerModel class method) (ValueIndexerModel.ValueIndexerModel class method)

readBinaryFiles() (in module BinaryFileReader) readFromPaths() (in module ImageReader) readFromStrings() (in module ImageReader) readImages() (in module ImageReader) rebroadcastCNTKModel() (CNTKModel.CNTKModel method) remoteModels() (ModelDownloader.ModelDownloader method) RenameColumn (class in RenameColumn) (module) Repartition (class in Repartition) (module) request_to_string() (in module ServingFunctions) resize() (ImageTransformer.ImageTransformer method)

S

saveNativeModel() (LightGBMClassifier.LightGBMClassificationModel method) (LightGBMRegressor.LightGBMRegressionModel method) SelectColumns (class in SelectColumns) (module) ServingFunctions (module) ServingImplicits (module) setAllowImages() (AssembleFeatures.AssembleFeatures method) (Featurize.Featurize method) setBackoffTiming() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) setBaseStage() (MultiColumnAdapter.MultiColumnAdapter method) setBasic() (SummarizeData.SummarizeData method) setBatchSize() (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) setBinary() (TextFeaturizer.TextFeaturizer method) setBroadcastJoin() (ClassBalancer.ClassBalancer method) setBuffered() (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) setCaseSensitiveStopWords() (TextFeaturizer.TextFeaturizer method) setCleaningMode() (CleanMissingData.CleanMissingData method) setCollapseGroup() (EnsembleByKey.EnsembleByKey method) setColNames() (EnsembleByKey.EnsembleByKey method) setCols() (DataConversion.DataConversion method) (DropColumns.DropColumns method) (EnsembleByKey.EnsembleByKey method) (SelectColumns.SelectColumns method) setColumnsToFeaturize() (AssembleFeatures.AssembleFeatures method) setConcurrency() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) setConcurrentTimeout() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) setConvertTo() (DataConversion.DataConversion method) setCount() (PartitionSample.PartitionSample method) setCounts() (SummarizeData.SummarizeData method) setCustomValue() (CleanMissingData.CleanMissingData method) setDataType() (JSONOutputParser.JSONOutputParser method) (ValueIndexerModel.ValueIndexerModel method) setDateTimeFormat() (DataConversion.DataConversion method) setDefaultStopWordLanguage() (TextFeaturizer.TextFeaturizer method) setDisable() (Cacher.Cacher method) (Repartition.Repartition method) setDisableMaterialization() (Timer.Timer method) setDiskIncluded() (CheckpointData.CheckpointData method) setErrorCol() (SimpleHTTPTransformer.SimpleHTTPTransformer method) setErrorThreshold() (SummarizeData.SummarizeData method) setEvaluationMetric() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) setFeatureColumns() (Featurize.Featurize method) setFeaturesCol() (AssembleFeatures.AssembleFeatures method) (TrainClassifier.TrainClassifier method) setFeedDict() (CNTKModel.CNTKModel method) setFetchDict() (CNTKModel.CNTKModel method) setFlattenOutputBatches() (SimpleHTTPTransformer.SimpleHTTPTransformer method) setFlipLeftRight() (ImageSetAugmenter.ImageSetAugmenter method) setFlipUpDown() (ImageSetAugmenter.ImageSetAugmenter method) setHandlingStrategy() (HTTPTransformer.HTTPTransformer method) (PartitionConsolidator.PartitionConsolidator method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) setHeaders() (JSONInputParser.JSONInputParser method) setInputCol() (ClassBalancer.ClassBalancer method) (CNTKModel.CNTKModel method) (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) (Explode.Explode method) (HTTPTransformer.HTTPTransformer method) (ImageSetAugmenter.ImageSetAugmenter method) (IndexToValue.IndexToValue method) (JSONInputParser.JSONInputParser method) (JSONOutputParser.JSONOutputParser method) (MultiNGram.MultiNGram method) (PartitionConsolidator.PartitionConsolidator method) (RenameColumn.RenameColumn method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) (TextFeaturizer.TextFeaturizer method) (TextPreprocessor.TextPreprocessor method) (UDFTransformer.UDFTransformer method) (UnrollImage.UnrollImage method) (ValueIndexer.ValueIndexer method) (ValueIndexerModel.ValueIndexerModel method) setInputCols() (CleanMissingData.CleanMissingData method) (FastVectorAssembler.FastVectorAssembler method) (MultiColumnAdapter.MultiColumnAdapter method) (UDFTransformer.UDFTransformer method) setInputNode() (CNTKModel.CNTKModel method) setInputNodeIndex() (CNTKModel.CNTKModel method) setInputParser() (SimpleHTTPTransformer.SimpleHTTPTransformer method) setKeys() (EnsembleByKey.EnsembleByKey method) setLabelCol() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) setLabels() (TrainClassifier.TrainClassifier method) setLengths() (MultiNGram.MultiNGram method) setLevels() (ValueIndexerModel.ValueIndexerModel method) setLogToScala() (Timer.Timer method) setMap() (TextPreprocessor.TextPreprocessor method) setMaxBatchSize() (DynamicMiniBatchTransformer.DynamicMiniBatchTransformer method) (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer method) setMaxBufferSize() (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) setMillisToWait() (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer method) setMinDocFreq() (TextFeaturizer.TextFeaturizer method) setMiniBatcher() (SimpleHTTPTransformer.SimpleHTTPTransformer method) setMiniBatchSize() (CNTKModel.CNTKModel method) (ImageFeaturizer.ImageFeaturizer method) setMinTokenLength() (TextFeaturizer.TextFeaturizer method) setMode() (PartitionSample.PartitionSample method) setModel() (ImageFeaturizer.ImageFeaturizer method) (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) setModelLocation() (CNTKModel.CNTKModel method) (ImageFeaturizer.ImageFeaturizer method) setN() (Repartition.Repartition method) setNewColName() (PartitionSample.PartitionSample method) setNGramLength() (TextFeaturizer.TextFeaturizer method) setNormFunc() (TextPreprocessor.TextPreprocessor method)

setNumberOfFeatures() (AssembleFeatures.AssembleFeatures method) (Featurize.Featurize method) setNumFeatures() (TextFeaturizer.TextFeaturizer method) (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) setNumParts() (PartitionSample.PartitionSample method) setOneHotEncodeCategoricals() (AssembleFeatures.AssembleFeatures method) (Featurize.Featurize method) setOutputCol() (ClassBalancer.ClassBalancer method) (CNTKModel.CNTKModel method) (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) (Explode.Explode method) (FastVectorAssembler.FastVectorAssembler method) (HTTPTransformer.HTTPTransformer method) (ImageSetAugmenter.ImageSetAugmenter method) (IndexToValue.IndexToValue method) (JSONInputParser.JSONInputParser method) (JSONOutputParser.JSONOutputParser method) (MultiNGram.MultiNGram method) (PartitionConsolidator.PartitionConsolidator method) (RenameColumn.RenameColumn method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) (TextFeaturizer.TextFeaturizer method) (TextPreprocessor.TextPreprocessor method) (UDFTransformer.UDFTransformer method) (UnrollImage.UnrollImage method) (ValueIndexer.ValueIndexer method) (ValueIndexerModel.ValueIndexerModel method) setOutputCols() (CleanMissingData.CleanMissingData method) (MultiColumnAdapter.MultiColumnAdapter method) setOutputNode() (CNTKModel.CNTKModel method) setOutputNodeIndex() (CNTKModel.CNTKModel method) setOutputParser() (SimpleHTTPTransformer.SimpleHTTPTransformer method) setParams() (AssembleFeatures.AssembleFeatures method) (Cacher.Cacher method) (CheckpointData.CheckpointData method) (ClassBalancer.ClassBalancer method) (CleanMissingData.CleanMissingData method) (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) (DataConversion.DataConversion method) (DropColumns.DropColumns method) (DynamicMiniBatchTransformer.DynamicMiniBatchTransformer method) (EnsembleByKey.EnsembleByKey method) (Explode.Explode method) (FastVectorAssembler.FastVectorAssembler method) (Featurize.Featurize method) (FixedMiniBatchTransformer.FixedMiniBatchTransformer method) (FlattenBatch.FlattenBatch method) (HTTPTransformer.HTTPTransformer method) (ImageSetAugmenter.ImageSetAugmenter method) (IndexToValue.IndexToValue method) (JSONInputParser.JSONInputParser method) (JSONOutputParser.JSONOutputParser method) (Lambda.Lambda method) (MultiColumnAdapter.MultiColumnAdapter method) (MultiNGram.MultiNGram method) (PartitionConsolidator.PartitionConsolidator method) (PartitionSample.PartitionSample method) (RenameColumn.RenameColumn method) (Repartition.Repartition method) (SelectColumns.SelectColumns method) (SimpleHTTPTransformer.SimpleHTTPTransformer method) (SummarizeData.SummarizeData method) (TextFeaturizer.TextFeaturizer method) (TextPreprocessor.TextPreprocessor method) (TimeIntervalMiniBatchTransformer.TimeIntervalMiniBatchTransformer method) (Timer.Timer method) (TrainClassifier.TrainClassifier method) (TrainRegressor.TrainRegressor method) (UnrollImage.UnrollImage method) (ValueIndexer.ValueIndexer method) (ValueIndexerModel.ValueIndexerModel method) setPercent() (PartitionSample.PartitionSample method) setPercentiles() (SummarizeData.SummarizeData method) setReindexLabel() (TrainClassifier.TrainClassifier method) setRemoveCheckpoint() (CheckpointData.CheckpointData method) setRsMode() (PartitionSample.PartitionSample method) setSample() (SummarizeData.SummarizeData method) setScoredLabelsCol() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) setScoredProbabilitiesCol() (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) setScoresCol() (ComputeModelStatistics.ComputeModelStatistics method) (ComputePerInstanceStatistics.ComputePerInstanceStatistics method) setSeed() (PartitionSample.PartitionSample method) setStage() (Timer.Timer method) setStopWords() (TextFeaturizer.TextFeaturizer method) setStrategy() (EnsembleByKey.EnsembleByKey method) setTokenizerGaps() (TextFeaturizer.TextFeaturizer method) setTokenizerPattern() (TextFeaturizer.TextFeaturizer method) setToLowercase() (TextFeaturizer.TextFeaturizer method) setTransformFunc() (Lambda.Lambda method) setTransformSchemaFunc() (Lambda.Lambda method) setUDF() (UDFTransformer.UDFTransformer method) setUdfPython() (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) setUdfScala() (CustomInputParser.CustomInputParser method) (CustomOutputParser.CustomOutputParser method) setUrl() (JSONInputParser.JSONInputParser method) setUseIDF() (TextFeaturizer.TextFeaturizer method) setUseNGram() (TextFeaturizer.TextFeaturizer method) setUseStopWordsRemover() (TextFeaturizer.TextFeaturizer method) setUseTokenizer() (TextFeaturizer.TextFeaturizer method) setVectorDims() (EnsembleByKey.EnsembleByKey method) SimpleHTTPTransformer (class in SimpleHTTPTransformer) (module) space() (HyperparamBuilder.GridSpace method) (HyperparamBuilder.RandomSpace method) streamBinaryFiles() (in module BinaryFileReader) streamImages() (in module ImageReader) streamToPowerBI() (in module PowerBIWriter) string_to_response() (in module ServingFunctions) SummarizeData (class in SummarizeData) (module)

T

TextFeaturizer (class in TextFeaturizer) (module) TextFeaturizerModel (class in TextFeaturizer) TextPreprocessor (class in TextPreprocessor) (module) threshold() (ImageTransformer.ImageTransformer method) TimeIntervalMiniBatchTransformer (class in TimeIntervalMiniBatchTransformer) (module) Timer (class in Timer) (module) TimerModel (class in Timer) toImage() (in module ImageTransformer)

toJava() (ModelDownloader.ModelSchema method) toNDArray() (in module ImageTransformer) TrainClassifier (class in TrainClassifier) (module) TrainedClassifierModel (class in TrainClassifier) TrainedRegressorModel (class in TrainRegressor) TrainRegressor (class in TrainRegressor) (module) TuneHyperparameters (class in TuneHyperparameters) (module) TuneHyperparametersModel (class in TuneHyperparameters) TypeConversionUtils (module)

U

UDFTransformer (class in UDFTransformer) (module)

UnrollImage (class in UnrollImage) (module) Utils (module)

V

ValueIndexer (class in ValueIndexer) (module)

ValueIndexerModel (class in ValueIndexer) (class in ValueIndexerModel) (module)

W

write() (in module ImageWriter) writeDistServer() (in module ServingImplicits)

writeServer() (in module ServingImplicits) writeToPowerBI() (in module PowerBIWriter)