All modules for which code is available
- pyspark.ml.param
- synapse.ml.automl.BestModel
- synapse.ml.automl.FindBestModel
- synapse.ml.automl.HyperparamBuilder
- synapse.ml.automl.TuneHyperparameters
- synapse.ml.automl.TuneHyperparametersModel
- synapse.ml.causal.DiffInDiffEstimator
- synapse.ml.causal.DiffInDiffModel
- synapse.ml.causal.DoubleMLEstimator
- synapse.ml.causal.DoubleMLModel
- synapse.ml.causal.OrthoForestDMLEstimator
- synapse.ml.causal.OrthoForestDMLModel
- synapse.ml.causal.OrthoForestVariableTransformer
- synapse.ml.causal.ResidualTransformer
- synapse.ml.causal.SyntheticControlEstimator
- synapse.ml.causal.SyntheticDiffInDiffEstimator
- synapse.ml.core.logging.SynapseMLLogger
- synapse.ml.core.platform.Platform
- synapse.ml.core.schema.TypeConversionUtils
- synapse.ml.core.schema.Utils
- synapse.ml.core.spark.functions
- synapse.ml.cyber.anomaly.collaborative_filtering
- synapse.ml.cyber.anomaly.complement_access
- synapse.ml.cyber.dataset
- synapse.ml.cyber.feature.indexers
- synapse.ml.cyber.feature.scalers
- synapse.ml.cyber.utils.spark_utils
- synapse.ml.dl.DeepTextClassifier
- synapse.ml.dl.DeepTextModel
- synapse.ml.dl.DeepVisionClassifier
- synapse.ml.dl.DeepVisionModel
- synapse.ml.dl.LitDeepTextModel
- synapse.ml.dl.LitDeepVisionModel
- synapse.ml.dl.PredictionParams
- synapse.ml.dl.utils
- synapse.ml.downloader.ModelDownloader
- synapse.ml.explainers.ICETransformer
- synapse.ml.explainers.ImageLIME
- synapse.ml.explainers.ImageSHAP
- synapse.ml.explainers.TabularLIME
- synapse.ml.explainers.TabularSHAP
- synapse.ml.explainers.TextLIME
- synapse.ml.explainers.TextSHAP
- synapse.ml.explainers.VectorLIME
- synapse.ml.explainers.VectorSHAP
- synapse.ml.exploratory.AggregateBalanceMeasure
- synapse.ml.exploratory.DistributionBalanceMeasure
- synapse.ml.exploratory.FeatureBalanceMeasure
- synapse.ml.featurize.CleanMissingData
- synapse.ml.featurize.CleanMissingDataModel
- synapse.ml.featurize.CountSelector
- synapse.ml.featurize.CountSelectorModel
- synapse.ml.featurize.DataConversion
- synapse.ml.featurize.Featurize
- synapse.ml.featurize.IndexToValue
- synapse.ml.featurize.ValueIndexer
- synapse.ml.featurize.ValueIndexerModel
- synapse.ml.featurize.text.MultiNGram
- synapse.ml.featurize.text.PageSplitter
- synapse.ml.featurize.text.TextFeaturizer
- synapse.ml.image.SuperpixelTransformer
- synapse.ml.image.UnrollBinaryImage
- synapse.ml.image.UnrollImage
- synapse.ml.io.binary.BinaryFileReader
- synapse.ml.io.http.CustomInputParser
- synapse.ml.io.http.CustomOutputParser
- synapse.ml.io.http.HTTPFunctions
- synapse.ml.io.http.HTTPTransformer
- synapse.ml.io.http.JSONInputParser
- synapse.ml.io.http.JSONOutputParser
- synapse.ml.io.http.ServingFunctions
- synapse.ml.io.http.SimpleHTTPTransformer
- synapse.ml.io.http.StringOutputParser
- synapse.ml.io.image.ImageUtils
- synapse.ml.io.powerbi.PowerBIWriter
- synapse.ml.isolationforest.IsolationForest
- synapse.ml.isolationforest.IsolationForestModel
- synapse.ml.lightgbm.LightGBMClassificationModel
- synapse.ml.lightgbm.LightGBMClassifier
- synapse.ml.lightgbm.LightGBMRanker
- synapse.ml.lightgbm.LightGBMRankerModel
- synapse.ml.lightgbm.LightGBMRegressionModel
- synapse.ml.lightgbm.LightGBMRegressor
- synapse.ml.lightgbm.mixin
- synapse.ml.nn.ConditionalBallTree
- synapse.ml.nn.ConditionalKNN
- synapse.ml.nn.ConditionalKNNModel
- synapse.ml.nn.KNN
- synapse.ml.nn.KNNModel
- synapse.ml.onnx.ImageFeaturizer
- synapse.ml.onnx.ONNXModel
- synapse.ml.opencv.ImageSetAugmenter
- synapse.ml.opencv.ImageTransformer
- synapse.ml.plot.plot
- synapse.ml.policyeval.PolicyEvalUtil
- synapse.ml.recommendation.RankingAdapter
- synapse.ml.recommendation.RankingAdapterModel
- synapse.ml.recommendation.RankingEvaluator
- synapse.ml.recommendation.RankingTrainValidationSplit
- synapse.ml.recommendation.RankingTrainValidationSplitModel
- synapse.ml.recommendation.RecommendationIndexer
- synapse.ml.recommendation.RecommendationIndexerModel
- synapse.ml.recommendation.SAR
- synapse.ml.recommendation.SARModel
- synapse.ml.services.anomaly.DetectAnomalies
- synapse.ml.services.anomaly.DetectLastAnomaly
- synapse.ml.services.anomaly.DetectLastMultivariateAnomaly
- synapse.ml.services.anomaly.SimpleDetectAnomalies
- synapse.ml.services.anomaly.SimpleDetectMultivariateAnomaly
- synapse.ml.services.anomaly.SimpleFitMultivariateAnomaly
- synapse.ml.services.bing.BingImageSearch
- synapse.ml.services.face.DetectFace
- synapse.ml.services.face.FindSimilarFace
- synapse.ml.services.face.GroupFaces
- synapse.ml.services.face.IdentifyFaces
- synapse.ml.services.face.VerifyFaces
- synapse.ml.services.form.AnalyzeBusinessCards
- synapse.ml.services.form.AnalyzeCustomModel
- synapse.ml.services.form.AnalyzeDocument
- synapse.ml.services.form.AnalyzeIDDocuments
- synapse.ml.services.form.AnalyzeInvoices
- synapse.ml.services.form.AnalyzeLayout
- synapse.ml.services.form.AnalyzeReceipts
- synapse.ml.services.form.FormOntologyLearner
- synapse.ml.services.form.FormOntologyTransformer
- synapse.ml.services.form.GetCustomModel
- synapse.ml.services.form.ListCustomModels
- synapse.ml.services.geospatial.AddressGeocoder
- synapse.ml.services.geospatial.CheckPointInPolygon
- synapse.ml.services.geospatial.ReverseAddressGeocoder
- synapse.ml.services.langchain.LangchainTransform
- synapse.ml.services.language.AnalyzeText
- synapse.ml.services.openai.OpenAIChatCompletion
- synapse.ml.services.openai.OpenAICompletion
- synapse.ml.services.openai.OpenAIEmbedding
- synapse.ml.services.openai.OpenAIPrompt
- synapse.ml.services.search.AddDocuments
- synapse.ml.services.search.AzureSearchWriter
- synapse.ml.services.speech.ConversationTranscription
- synapse.ml.services.speech.SpeakerEmotionInference
- synapse.ml.services.speech.SpeechToText
- synapse.ml.services.speech.SpeechToTextSDK
- synapse.ml.services.speech.TextToSpeech
- synapse.ml.services.text.AnalyzeHealthText
- synapse.ml.services.text.EntityDetector
- synapse.ml.services.text.KeyPhraseExtractor
- synapse.ml.services.text.LanguageDetector
- synapse.ml.services.text.NER
- synapse.ml.services.text.PII
- synapse.ml.services.text.TextAnalyze
- synapse.ml.services.text.TextSentiment
- synapse.ml.services.translate.BreakSentence
- synapse.ml.services.translate.Detect
- synapse.ml.services.translate.DictionaryExamples
- synapse.ml.services.translate.DictionaryLookup
- synapse.ml.services.translate.DocumentTranslator
- synapse.ml.services.translate.Translate
- synapse.ml.services.translate.Transliterate
- synapse.ml.services.vision.AnalyzeImage
- synapse.ml.services.vision.DescribeImage
- synapse.ml.services.vision.GenerateThumbnails
- synapse.ml.services.vision.OCR
- synapse.ml.services.vision.ReadImage
- synapse.ml.services.vision.RecognizeDomainSpecificContent
- synapse.ml.services.vision.RecognizeText
- synapse.ml.services.vision.TagImage
- synapse.ml.stages.Cacher
- synapse.ml.stages.ClassBalancer
- synapse.ml.stages.ClassBalancerModel
- synapse.ml.stages.DropColumns
- synapse.ml.stages.DynamicMiniBatchTransformer
- synapse.ml.stages.EnsembleByKey
- synapse.ml.stages.Explode
- synapse.ml.stages.FixedMiniBatchTransformer
- synapse.ml.stages.FlattenBatch
- synapse.ml.stages.Lambda
- synapse.ml.stages.MultiColumnAdapter
- synapse.ml.stages.PartitionConsolidator
- synapse.ml.stages.RenameColumn
- synapse.ml.stages.Repartition
- synapse.ml.stages.SelectColumns
- synapse.ml.stages.StratifiedRepartition
- synapse.ml.stages.SummarizeData
- synapse.ml.stages.TextPreprocessor
- synapse.ml.stages.TimeIntervalMiniBatchTransformer
- synapse.ml.stages.Timer
- synapse.ml.stages.TimerModel
- synapse.ml.stages.UDFTransformer
- synapse.ml.stages.UnicodeNormalize
- synapse.ml.train.ComputeModelStatistics
- synapse.ml.train.ComputePerInstanceStatistics
- synapse.ml.train.TrainClassifier
- synapse.ml.train.TrainRegressor
- synapse.ml.train.TrainedClassifierModel
- synapse.ml.train.TrainedRegressorModel
- synapse.ml.vw.VectorZipper
- synapse.ml.vw.VowpalWabbitCSETransformer
- synapse.ml.vw.VowpalWabbitClassificationModel
- synapse.ml.vw.VowpalWabbitClassifier
- synapse.ml.vw.VowpalWabbitContextualBandit
- synapse.ml.vw.VowpalWabbitContextualBanditModel
- synapse.ml.vw.VowpalWabbitDSJsonTransformer
- synapse.ml.vw.VowpalWabbitFeaturizer
- synapse.ml.vw.VowpalWabbitGeneric
- synapse.ml.vw.VowpalWabbitGenericModel
- synapse.ml.vw.VowpalWabbitGenericProgressive
- synapse.ml.vw.VowpalWabbitInteractions
- synapse.ml.vw.VowpalWabbitPythonBase
- synapse.ml.vw.VowpalWabbitRegressionModel
- synapse.ml.vw.VowpalWabbitRegressor