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mmlspark

Files of the artifact mmlspark_2.11 version 0.18.1 from the group com.microsoft.ml.spark.

Artifact mmlspark_2.11
Group com.microsoft.ml.spark
Version 0.18.1
Last update 20. August 2019
Tags: mmlspark
Organization com.microsoft.ml.spark
URL https://github.com/Azure/mmlspark
License MIT
Dependencies amount 12
Dependencies scala-library, spark-core_2.11, spark-mllib_2.11, scalactic_2.11, scalatest_2.11, spray-json_2.11, cntk, opencv, jsch, httpclient, lightgbmlib, vw-jni,
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Source code of mmlspark_2.11 version 0.18.1

META-INF
META-INF.META-INF.MANIFEST.MF
com.microsoft.CNTK
com.microsoft.CNTK.com.microsoft.CNTK.SerializableFunction.scala
com.microsoft.ml.spark.automl
com.microsoft.ml.spark.automl.com.microsoft.ml.spark.automl.DefaultHyperparams.scala
com.microsoft.ml.spark.automl.com.microsoft.ml.spark.automl.EvaluationUtils.scala
com.microsoft.ml.spark.automl.com.microsoft.ml.spark.automl.FindBestModel.scala
com.microsoft.ml.spark.automl.com.microsoft.ml.spark.automl.HyperparamBuilder.scala
com.microsoft.ml.spark.automl.com.microsoft.ml.spark.automl.ParamSpace.scala
com.microsoft.ml.spark.automl.com.microsoft.ml.spark.automl.TuneHyperparameters.scala
com.microsoft.ml.spark.cntk
com.microsoft.ml.spark.cntk.com.microsoft.ml.spark.cntk.CNTKFunctionParam.scala
com.microsoft.ml.spark.cntk.com.microsoft.ml.spark.cntk.CNTKModel.scala
com.microsoft.ml.spark.cntk.com.microsoft.ml.spark.cntk.Conversions.scala
com.microsoft.ml.spark.cognitive
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.AnamolyDetection.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.AnomalyDetectorSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.AzureSearch.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.AzureSearchAPI.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.AzureSearchSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.CognitiveServiceBase.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.CognitiveServiceSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.ComputerVision.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.ComputerVisionSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.Face.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.FaceSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.ImageSearch.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.ImageSearchSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.RESTHelpers.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.SearchIndexSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.Speech.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.SpeechSchemas.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.TextAnalytics.scala
com.microsoft.ml.spark.cognitive.com.microsoft.ml.spark.cognitive.TextAnalyticsSchemas.scala
com.microsoft.ml.spark.core.contracts
com.microsoft.ml.spark.core.contracts.com.microsoft.ml.spark.core.contracts.Metrics.scala
com.microsoft.ml.spark.core.contracts.com.microsoft.ml.spark.core.contracts.Params.scala
com.microsoft.ml.spark.core.env
com.microsoft.ml.spark.core.env.com.microsoft.ml.spark.core.env.CodegenTags.scala
com.microsoft.ml.spark.core.env.com.microsoft.ml.spark.core.env.FileUtilities.scala
com.microsoft.ml.spark.core.env.com.microsoft.ml.spark.core.env.NativeLoader
com.microsoft.ml.spark.core.env.com.microsoft.ml.spark.core.env.StreamUtilities.scala
com.microsoft.ml.spark.core.metrics
com.microsoft.ml.spark.core.metrics.com.microsoft.ml.spark.core.metrics.MetricConstants.scala
com.microsoft.ml.spark.core.metrics.com.microsoft.ml.spark.core.metrics.MetricUtils.scala
com.microsoft.ml.spark.core.schema
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.BinaryFileSchema.scala
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.Categoricals.scala
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.DatasetExtensions.scala
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.ImageSchemaUtils.scala
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.SchemaConstants.scala
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.SparkBindings.scala
com.microsoft.ml.spark.core.schema.com.microsoft.ml.spark.core.schema.SparkSchema.scala
com.microsoft.ml.spark.core.serialize
com.microsoft.ml.spark.core.serialize.com.microsoft.ml.spark.core.serialize.ComplexParam.scala
com.microsoft.ml.spark.core.serialize.com.microsoft.ml.spark.core.serialize.ConstructorWriter.scala
com.microsoft.ml.spark.core.serialize.params
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.ArrayMapParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.ArrayParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.ArrayParamMapParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.ByteArrayParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.DataFrameParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.DataTypeParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.EstimatorArrayParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.EstimatorParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.EvaluatorParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.JsonEncodableParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.MapArrayParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.MapParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.ParamSpaceParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.PipelineStageParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.TransformerArrayParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.TransformerParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.UDFParam.scala
com.microsoft.ml.spark.core.serialize.params.com.microsoft.ml.spark.core.serialize.params.UDPyFParam.scala
com.microsoft.ml.spark.core.spark
com.microsoft.ml.spark.core.spark.com.microsoft.ml.spark.core.spark.FluentAPI.scala
com.microsoft.ml.spark.core.utils
com.microsoft.ml.spark.core.utils.com.microsoft.ml.spark.core.utils.AsyncUtils.scala
com.microsoft.ml.spark.core.utils.com.microsoft.ml.spark.core.utils.CastUtilities.scala
com.microsoft.ml.spark.core.utils.com.microsoft.ml.spark.core.utils.ClusterUtil.scala
com.microsoft.ml.spark.core.utils.com.microsoft.ml.spark.core.utils.ContextObjectInputStream.scala
com.microsoft.ml.spark.downloader
com.microsoft.ml.spark.downloader.com.microsoft.ml.spark.downloader.ModelDownloader.scala
com.microsoft.ml.spark.downloader.com.microsoft.ml.spark.downloader.Schema.scala
com.microsoft.ml.spark.featurize
com.microsoft.ml.spark.featurize.com.microsoft.ml.spark.featurize.AssembleFeatures.scala
com.microsoft.ml.spark.featurize.com.microsoft.ml.spark.featurize.CleanMissingData.scala
com.microsoft.ml.spark.featurize.com.microsoft.ml.spark.featurize.DataConversion.scala
com.microsoft.ml.spark.featurize.com.microsoft.ml.spark.featurize.Featurize.scala
com.microsoft.ml.spark.featurize.com.microsoft.ml.spark.featurize.IndexToValue.scala
com.microsoft.ml.spark.featurize.com.microsoft.ml.spark.featurize.ValueIndexer.scala
com.microsoft.ml.spark.featurize.text
com.microsoft.ml.spark.featurize.text.com.microsoft.ml.spark.featurize.text.MultiNGram.scala
com.microsoft.ml.spark.featurize.text.com.microsoft.ml.spark.featurize.text.PageSplitter.scala
com.microsoft.ml.spark.featurize.text.com.microsoft.ml.spark.featurize.text.TextFeaturizer.scala
com.microsoft.ml.spark.image
com.microsoft.ml.spark.image.com.microsoft.ml.spark.image.ImageFeaturizer.scala
com.microsoft.ml.spark.image.com.microsoft.ml.spark.image.ImageSetAugmenter.scala
com.microsoft.ml.spark.image.com.microsoft.ml.spark.image.ResizeImageTransformer.scala
com.microsoft.ml.spark.image.com.microsoft.ml.spark.image.UnrollImage.scala
com.microsoft.ml.spark.io
com.microsoft.ml.spark.io.com.microsoft.ml.spark.io.IOImplicits.scala
com.microsoft.ml.spark.io.binary
com.microsoft.ml.spark.io.binary.com.microsoft.ml.spark.io.binary.Binary.scala
com.microsoft.ml.spark.io.binary.com.microsoft.ml.spark.io.binary.BinaryFileFormat.scala
com.microsoft.ml.spark.io.binary.com.microsoft.ml.spark.io.binary.BinaryFileReader.scala
com.microsoft.ml.spark.io.binary.com.microsoft.ml.spark.io.binary.KeyValueReaderIterator.scala
com.microsoft.ml.spark.io.http
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.Clients.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.HTTPClients.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.HTTPSchema.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.HTTPTransformer.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.Parsers.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.PartitionConsolidator.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.PortForwarding.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.SharedVariable.scala
com.microsoft.ml.spark.io.http.com.microsoft.ml.spark.io.http.SimpleHTTPTransformer.scala
com.microsoft.ml.spark.io.image
com.microsoft.ml.spark.io.image.com.microsoft.ml.spark.io.image.ImageUtils.scala
com.microsoft.ml.spark.io.powerbi
com.microsoft.ml.spark.io.powerbi.com.microsoft.ml.spark.io.powerbi.PowerBIWriter.scala
com.microsoft.ml.spark.lightgbm
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMBase.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMBooster.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMClassifier.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMConstants.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMDataset.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMParams.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMRanker.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMRegressor.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.LightGBMUtils.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.TrainParams.scala
com.microsoft.ml.spark.lightgbm.com.microsoft.ml.spark.lightgbm.TrainUtils.scala
com.microsoft.ml.spark.lime
com.microsoft.ml.spark.lime.com.microsoft.ml.spark.lime.BreezeUtils.scala
com.microsoft.ml.spark.lime.com.microsoft.ml.spark.lime.LIME.scala
com.microsoft.ml.spark.lime.com.microsoft.ml.spark.lime.Superpixel.scala
com.microsoft.ml.spark.lime.com.microsoft.ml.spark.lime.SuperpixelTransformer.scala
com.microsoft.ml.spark.opencv
com.microsoft.ml.spark.opencv.com.microsoft.ml.spark.opencv.ImageTransformer.scala
com.microsoft.ml.spark.opencv.com.microsoft.ml.spark.opencv.OpenCVUtils.scala
com.microsoft.ml.spark.recommendation
com.microsoft.ml.spark.recommendation.com.microsoft.ml.spark.recommendation.RankingAdapter.scala
com.microsoft.ml.spark.recommendation.com.microsoft.ml.spark.recommendation.RankingEvaluator.scala
com.microsoft.ml.spark.recommendation.com.microsoft.ml.spark.recommendation.RankingTrainValidationSplit.scala
com.microsoft.ml.spark.recommendation.com.microsoft.ml.spark.recommendation.RecommendationIndexer.scala
com.microsoft.ml.spark.recommendation.com.microsoft.ml.spark.recommendation.SAR.scala
com.microsoft.ml.spark.recommendation.com.microsoft.ml.spark.recommendation.SARModel.scala
com.microsoft.ml.spark.stages
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.Batchers.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.Cacher.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.ClassBalancer.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.DropColumns.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.EnsembleByKey.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.Explode.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.Lambda.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.MiniBatchTransformer.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.MultiColumnAdapter.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.RenameColumn.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.Repartition.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.SelectColumns.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.StratifiedRepartition.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.SummarizeData.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.TextPreprocessor.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.Timer.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.UDFTransformer.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.UnicodeNormalize.scala
com.microsoft.ml.spark.stages.com.microsoft.ml.spark.stages.udfs.scala
com.microsoft.ml.spark.train
com.microsoft.ml.spark.train.com.microsoft.ml.spark.train.AutoTrainedModel.scala
com.microsoft.ml.spark.train.com.microsoft.ml.spark.train.AutoTrainer.scala
com.microsoft.ml.spark.train.com.microsoft.ml.spark.train.ComputeModelStatistics.scala
com.microsoft.ml.spark.train.com.microsoft.ml.spark.train.ComputePerInstanceStatistics.scala
com.microsoft.ml.spark.train.com.microsoft.ml.spark.train.TrainClassifier.scala
com.microsoft.ml.spark.train.com.microsoft.ml.spark.train.TrainRegressor.scala
com.microsoft.ml.spark.vw
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.HasNumBits.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VectorUtils.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VowpalWabbitBase.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VowpalWabbitClassifier.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VowpalWabbitFeaturizer.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VowpalWabbitInteractions.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VowpalWabbitMurmurWithPrefix.scala
com.microsoft.ml.spark.vw.com.microsoft.ml.spark.vw.VowpalWabbitRegressor.scala
com.microsoft.ml.spark.vw.featurizer
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.BooleanFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.Featurizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.MapFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.MapStringFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.NumericFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.StringArrayFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.StringFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.StringSplitFeaturizer.scala
com.microsoft.ml.spark.vw.featurizer.com.microsoft.ml.spark.vw.featurizer.VectorFeaturizer.scala
org.apache.spark.injections
org.apache.spark.injections.org.apache.spark.injections.RegressionUtils.scala
org.apache.spark.lightgbm
org.apache.spark.lightgbm.org.apache.spark.lightgbm.BlockManagerUtils.scala
org.apache.spark.ml
org.apache.spark.ml.org.apache.spark.ml.ComplexParamsSerializer.scala
org.apache.spark.ml.org.apache.spark.ml.LimeNamespaceInjections.scala
org.apache.spark.ml.org.apache.spark.ml.NamespaceInjections.scala
org.apache.spark.ml.org.apache.spark.ml.Ranker.scala
org.apache.spark.ml.org.apache.spark.ml.RegressorUtils.scala
org.apache.spark.ml.org.apache.spark.ml.Serializer.scala
org.apache.spark.ml.feature
org.apache.spark.ml.feature.org.apache.spark.ml.feature.FastVectorAssembler.scala
org.apache.spark.ml.recommendation
org.apache.spark.ml.recommendation.org.apache.spark.ml.recommendation.RecommendationHelper.scala
org.apache.spark.ml.source.image
org.apache.spark.ml.source.image.org.apache.spark.ml.source.image.PatchedImageFileFormat.scala
org.apache.spark.sql.execution.streaming
org.apache.spark.sql.execution.streaming.org.apache.spark.sql.execution.streaming.DistributedHTTPSource.scala
org.apache.spark.sql.execution.streaming.org.apache.spark.sql.execution.streaming.HTTPSource.scala
org.apache.spark.sql.execution.streaming.org.apache.spark.sql.execution.streaming.ServingUDFs.scala
org.apache.spark.sql.execution.streaming.continuous
org.apache.spark.sql.execution.streaming.continuous.org.apache.spark.sql.execution.streaming.continuous.HTTPSinkV2.scala
org.apache.spark.sql.execution.streaming.continuous.org.apache.spark.sql.execution.streaming.continuous.HTTPSourceV2.scala
org.apache.spark.sql.types.injections
org.apache.spark.sql.types.injections.org.apache.spark.sql.types.injections.MetadataUtilities.scala




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