synapse.ml package

Subpackages

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

Module contents