mmlspark package

Subpackages

• mmlspark.automl package
  • Submodules
  • mmlspark.automl.FindBestModel module
  • mmlspark.automl.HyperparamBuilder module
  • mmlspark.automl.TuneHyperparameters module
  • Module contents
• mmlspark.cntk package
  • Submodules
  • mmlspark.cntk.CNTKModel module
  • Module contents
• mmlspark.cognitive package
  • Submodules
  • mmlspark.cognitive.AddDocuments module
  • mmlspark.cognitive.AnalyzeImage module
  • mmlspark.cognitive.AzureSearchWriter module
  • mmlspark.cognitive.BingImageSearch module
  • mmlspark.cognitive.DescribeImage module
  • mmlspark.cognitive.DetectAnomalies module
  • mmlspark.cognitive.DetectFace module
  • mmlspark.cognitive.DetectLastAnomaly module
  • mmlspark.cognitive.EntityDetector module
  • mmlspark.cognitive.FindSimilarFace module
  • mmlspark.cognitive.GenerateThumbnails module
  • mmlspark.cognitive.GroupFaces module
  • mmlspark.cognitive.IdentifyFaces module
  • mmlspark.cognitive.KeyPhraseExtractor module
  • mmlspark.cognitive.LanguageDetector module
  • mmlspark.cognitive.NER module
  • mmlspark.cognitive.OCR module
  • mmlspark.cognitive.RecognizeDomainSpecificContent module
  • mmlspark.cognitive.RecognizeText module
  • mmlspark.cognitive.SimpleDetectAnomalies module
  • mmlspark.cognitive.SpeechToText module
  • mmlspark.cognitive.TagImage module
  • mmlspark.cognitive.TextSentiment 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.doc package
  • Submodules
  • mmlspark.doc.conf module
  • Module contents
• mmlspark.downloader package
  • Submodules
  • mmlspark.downloader.ModelDownloader 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.AssembleFeatures module
  • mmlspark.featurize.CleanMissingData 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.ImageFeaturizer module
  • mmlspark.image.ImageSetAugmenter 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.HTTPTransformer module
      • mmlspark.io.http.JSONInputParser module
      • mmlspark.io.http.JSONOutputParser module
      • mmlspark.io.http.PartitionConsolidator 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.lightgbm package
  • Submodules
  • mmlspark.lightgbm.LightGBMClassifier module
  • mmlspark.lightgbm.LightGBMRanker module
  • mmlspark.lightgbm.LightGBMRegressor module
  • Module contents
• mmlspark.lime package
  • Submodules
  • mmlspark.lime.ImageLIME module
  • mmlspark.lime.SuperpixelTransformer module
  • mmlspark.lime.TabularLIME module
  • mmlspark.lime.TabularLIMEModel module
  • Module contents
• mmlspark.opencv package
  • Submodules
  • 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.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.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.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
  • Module contents
• mmlspark.vw package
  • Submodules
  • mmlspark.vw.VowpalWabbitClassifier module
  • mmlspark.vw.VowpalWabbitFeaturizer module
  • mmlspark.vw.VowpalWabbitInteractions module
  • mmlspark.vw.VowpalWabbitRegressor module
  • Module contents

Module contents

MicrosoftML is a library of Python classes to interface with the Microsoft scala APIs to utilize Apache Spark to create distibuted machine learning models.

MicrosoftML simplifies training and scoring classifiers and regressors, as well as facilitating the creation of models using the CNTK library, images, and text.