mmlspark package

Subpackages

• mmlspark.automl package
  • Submodules
  • mmlspark.automl.BestModel module
  • mmlspark.automl.FindBestModel module
  • mmlspark.automl.HyperparamBuilder module
  • mmlspark.automl.TuneHyperparameters module
  • mmlspark.automl.TuneHyperparametersModel module
  • Module contents
• mmlspark.cntk package
  • Submodules
  • mmlspark.cntk.CNTKModel module
  • mmlspark.cntk.ImageFeaturizer module
  • Module contents
• mmlspark.cognitive package
  • Submodules
  • mmlspark.cognitive.AddDocuments module
  • mmlspark.cognitive.AnalyzeBusinessCards module
  • mmlspark.cognitive.AnalyzeCustomModel module
  • mmlspark.cognitive.AnalyzeIDDocuments module
  • mmlspark.cognitive.AnalyzeImage module
  • mmlspark.cognitive.AnalyzeInvoices module
  • mmlspark.cognitive.AnalyzeLayout module
  • mmlspark.cognitive.AnalyzeReceipts module
  • mmlspark.cognitive.AzureSearchWriter module
  • mmlspark.cognitive.BingImageSearch module
  • mmlspark.cognitive.BreakSentence module
  • mmlspark.cognitive.ConversationTranscription module
  • mmlspark.cognitive.DescribeImage module
  • mmlspark.cognitive.Detect module
  • mmlspark.cognitive.DetectAnomalies module
  • mmlspark.cognitive.DetectFace module
  • mmlspark.cognitive.DetectLastAnomaly module
  • mmlspark.cognitive.DictionaryExamples module
  • mmlspark.cognitive.DictionaryLookup module
  • mmlspark.cognitive.DocumentTranslator module
  • mmlspark.cognitive.EntityDetector module
  • mmlspark.cognitive.EntityDetectorV2 module
  • mmlspark.cognitive.FindSimilarFace module
  • mmlspark.cognitive.GenerateThumbnails module
  • mmlspark.cognitive.GetCustomModel module
  • mmlspark.cognitive.GroupFaces module
  • mmlspark.cognitive.IdentifyFaces module
  • mmlspark.cognitive.KeyPhraseExtractor module
  • mmlspark.cognitive.KeyPhraseExtractorV2 module
  • mmlspark.cognitive.LanguageDetector module
  • mmlspark.cognitive.LanguageDetectorV2 module
  • mmlspark.cognitive.ListCustomModels module
  • mmlspark.cognitive.NER module
  • mmlspark.cognitive.NERV2 module
  • mmlspark.cognitive.OCR module
  • mmlspark.cognitive.Read module
  • mmlspark.cognitive.RecognizeDomainSpecificContent module
  • mmlspark.cognitive.RecognizeText module
  • mmlspark.cognitive.SimpleDetectAnomalies module
  • mmlspark.cognitive.SpeechToText module
  • mmlspark.cognitive.SpeechToTextSDK module
  • mmlspark.cognitive.TagImage module
  • mmlspark.cognitive.TextSentiment module
  • mmlspark.cognitive.TextSentimentV2 module
  • mmlspark.cognitive.Translate module
  • mmlspark.cognitive.Transliterate module
  • mmlspark.cognitive.VerifyFaces module
  • Module contents
• mmlspark.core package
  • Subpackages
    • mmlspark.core.schema package
      • Submodules
      • mmlspark.core.schema.TypeConversionUtils module
      • mmlspark.core.schema.Utils module
      • Module contents
    • mmlspark.core.serialize package
      • Submodules
      • mmlspark.core.serialize.java_params_patch module
      • Module contents
    • mmlspark.core.spark package
      • Submodules
      • mmlspark.core.spark.FluentAPI module
      • Module contents
  • Module contents
• mmlspark.cyber package
  • Subpackages
    • mmlspark.cyber.anomaly package
      • Submodules
      • mmlspark.cyber.anomaly.collaborative_filtering module
      • mmlspark.cyber.anomaly.complement_access module
      • Module contents
    • mmlspark.cyber.feature package
      • Submodules
      • mmlspark.cyber.feature.indexers module
      • mmlspark.cyber.feature.scalers module
      • Module contents
    • mmlspark.cyber.utils package
      • Submodules
      • mmlspark.cyber.utils.spark_utils module
      • Module contents
  • Submodules
  • mmlspark.cyber.dataset module
  • Module contents
• mmlspark.doc package
  • Submodules
  • mmlspark.doc.conf module
  • Module contents
• mmlspark.downloader package
  • Submodules
  • mmlspark.downloader.ModelDownloader module
  • Module contents
• mmlspark.explainers package
  • Submodules
  • mmlspark.explainers.ImageLIME module
  • mmlspark.explainers.ImageSHAP module
  • mmlspark.explainers.TabularLIME module
  • mmlspark.explainers.TabularSHAP module
  • mmlspark.explainers.TextLIME module
  • mmlspark.explainers.TextSHAP module
  • mmlspark.explainers.VectorLIME module
  • mmlspark.explainers.VectorSHAP module
  • Module contents
• mmlspark.featurize package
  • Subpackages
    • mmlspark.featurize.text package
      • Submodules
      • mmlspark.featurize.text.MultiNGram module
      • mmlspark.featurize.text.PageSplitter module
      • mmlspark.featurize.text.TextFeaturizer module
      • Module contents
  • Submodules
  • mmlspark.featurize.CleanMissingData module
  • mmlspark.featurize.CleanMissingDataModel module
  • mmlspark.featurize.CountSelector module
  • mmlspark.featurize.CountSelectorModel module
  • mmlspark.featurize.DataConversion module
  • mmlspark.featurize.Featurize module
  • mmlspark.featurize.IndexToValue module
  • mmlspark.featurize.ValueIndexer module
  • mmlspark.featurize.ValueIndexerModel module
  • Module contents
• mmlspark.image package
  • Submodules
  • mmlspark.image.ResizeImageTransformer module
  • mmlspark.image.UnrollBinaryImage module
  • mmlspark.image.UnrollImage module
  • Module contents
• mmlspark.io package
  • Subpackages
    • mmlspark.io.binary package
      • Submodules
      • mmlspark.io.binary.BinaryFileReader module
      • Module contents
    • mmlspark.io.http package
      • Submodules
      • mmlspark.io.http.CustomInputParser module
      • mmlspark.io.http.CustomOutputParser module
      • mmlspark.io.http.HTTPFunctions module
      • mmlspark.io.http.HTTPTransformer module
      • mmlspark.io.http.JSONInputParser module
      • mmlspark.io.http.JSONOutputParser module
      • mmlspark.io.http.ServingFunctions module
      • mmlspark.io.http.SimpleHTTPTransformer module
      • mmlspark.io.http.StringOutputParser module
      • Module contents
    • mmlspark.io.image package
      • Submodules
      • mmlspark.io.image.ImageUtils module
      • Module contents
    • mmlspark.io.powerbi package
      • Submodules
      • mmlspark.io.powerbi.PowerBIWriter module
      • Module contents
  • Submodules
  • mmlspark.io.IOImplicits module
  • Module contents
• mmlspark.isolationforest package
  • Submodules
  • mmlspark.isolationforest.IsolationForest module
  • mmlspark.isolationforest.IsolationForestModel module
  • Module contents
• mmlspark.lightgbm package
  • Submodules
  • mmlspark.lightgbm.LightGBMClassificationModel module
  • mmlspark.lightgbm.LightGBMClassifier module
  • mmlspark.lightgbm.LightGBMRanker module
  • mmlspark.lightgbm.LightGBMRankerModel module
  • mmlspark.lightgbm.LightGBMRegressionModel module
  • mmlspark.lightgbm.LightGBMRegressor module
  • mmlspark.lightgbm.mixin module
  • Module contents
• mmlspark.lime package
  • Submodules
  • mmlspark.lime.ImageLIME module
  • mmlspark.lime.SuperpixelTransformer module
  • mmlspark.lime.TabularLIME module
  • mmlspark.lime.TabularLIMEModel module
  • mmlspark.lime.TextLIME module
  • Module contents
• mmlspark.nn package
  • Submodules
  • mmlspark.nn.ConditionalBallTree module
  • mmlspark.nn.ConditionalKNN module
  • mmlspark.nn.ConditionalKNNModel module
  • mmlspark.nn.KNN module
  • mmlspark.nn.KNNModel module
  • Module contents
• mmlspark.opencv package
  • Submodules
  • mmlspark.opencv.ImageSetAugmenter module
  • mmlspark.opencv.ImageTransformer module
  • Module contents
• mmlspark.plot package
  • Submodules
  • mmlspark.plot.plot module
  • Module contents
• mmlspark.recommendation package
  • Submodules
  • mmlspark.recommendation.RankingAdapter module
  • mmlspark.recommendation.RankingAdapterModel module
  • mmlspark.recommendation.RankingEvaluator module
  • mmlspark.recommendation.RankingTrainValidationSplit module
  • mmlspark.recommendation.RankingTrainValidationSplitModel module
  • mmlspark.recommendation.RecommendationIndexer module
  • mmlspark.recommendation.RecommendationIndexerModel module
  • mmlspark.recommendation.SAR module
  • mmlspark.recommendation.SARModel module
  • Module contents
• mmlspark.stages package
  • Submodules
  • mmlspark.stages.Cacher module
  • mmlspark.stages.ClassBalancer module
  • mmlspark.stages.ClassBalancerModel module
  • mmlspark.stages.DropColumns module
  • mmlspark.stages.DynamicMiniBatchTransformer module
  • mmlspark.stages.EnsembleByKey module
  • mmlspark.stages.Explode module
  • mmlspark.stages.FixedMiniBatchTransformer module
  • mmlspark.stages.FlattenBatch module
  • mmlspark.stages.Lambda module
  • mmlspark.stages.MultiColumnAdapter module
  • mmlspark.stages.PartitionConsolidator module
  • mmlspark.stages.RenameColumn module
  • mmlspark.stages.Repartition module
  • mmlspark.stages.SelectColumns module
  • mmlspark.stages.StratifiedRepartition module
  • mmlspark.stages.SummarizeData module
  • mmlspark.stages.TextPreprocessor module
  • mmlspark.stages.TimeIntervalMiniBatchTransformer module
  • mmlspark.stages.Timer module
  • mmlspark.stages.TimerModel module
  • mmlspark.stages.UDFTransformer module
  • mmlspark.stages.UnicodeNormalize module
  • Module contents
• mmlspark.train package
  • Submodules
  • mmlspark.train.ComputeModelStatistics module
  • mmlspark.train.ComputePerInstanceStatistics module
  • mmlspark.train.TrainClassifier module
  • mmlspark.train.TrainRegressor module
  • mmlspark.train.TrainedClassifierModel module
  • mmlspark.train.TrainedRegressorModel module
  • Module contents
• mmlspark.vw package
  • Submodules
  • mmlspark.vw.VectorZipper module
  • mmlspark.vw.VowpalWabbitClassificationModel module
  • mmlspark.vw.VowpalWabbitClassifier module
  • mmlspark.vw.VowpalWabbitContextualBandit module
  • mmlspark.vw.VowpalWabbitContextualBanditModel module
  • mmlspark.vw.VowpalWabbitFeaturizer module
  • mmlspark.vw.VowpalWabbitInteractions module
  • mmlspark.vw.VowpalWabbitRegressionModel module
  • mmlspark.vw.VowpalWabbitRegressor module
  • Module contents

Module contents