├── .gitignore ├── LICENSE ├── NOTICE ├── README.md ├── mleap-benchmark └── src │ ├── main │ └── scala │ │ └── com │ │ └── truecar │ │ └── mleap │ │ └── spark │ │ └── benchmark │ │ └── util │ │ └── SparkSerializer.scala │ └── test │ └── scala │ └── com │ └── truecar │ └── mleap │ └── spark │ └── benchmark │ ├── SparkTransformerBenchmark.scala │ └── TransformerBenchmark.scala ├── mleap-core └── src │ ├── main │ └── scala │ │ └── com │ │ └── truecar │ │ └── mleap │ │ └── core │ │ ├── classification │ │ ├── DecisionTreeClassification.scala │ │ ├── ProbabilisticClassification.scala │ │ ├── RandomForestClassification.scala │ │ └── SupportVectorMachine.scala │ │ ├── feature │ │ ├── HashingTermFrequency.scala │ │ ├── OneHotEncoder.scala │ │ ├── ReverseStringIndexer.scala │ │ ├── StandardScaler.scala │ │ ├── StringIndexer.scala │ │ ├── Tokenizer.scala │ │ └── VectorAssembler.scala │ │ ├── linalg │ │ ├── BLAS.scala │ │ ├── CholeskyDecomposition.scala │ │ └── Vector.scala │ │ ├── regression │ │ ├── DecisionTreeRegression.scala │ │ ├── LinearRegression.scala │ │ └── RandomForestRegression.scala │ │ └── tree │ │ ├── DecisionTree.scala │ │ ├── Node.scala │ │ ├── Split.scala │ │ └── TreeEnsemble.scala │ └── test │ └── scala │ └── com │ └── truecar │ └── mleap │ └── core │ ├── feature │ ├── OneHotEncoderSpec.scala │ ├── StandardScalerSpec.scala │ ├── StringIndexerSpec.scala │ ├── TokenizerSpec.scala │ └── VectorAssemblerSpec.scala │ ├── linalg │ └── VectorSpec.scala │ ├── regression │ ├── DecisionTreeRegressionSpec.scala │ ├── LinearRegressionSpec.scala │ └── RandomForestRegressionSpec.scala │ └── tree │ ├── NodeSpec.scala │ └── SplitSpec.scala ├── mleap-runtime └── src │ ├── main │ └── scala │ │ └── com │ │ └── truecar │ │ └── mleap │ │ └── runtime │ │ ├── Dataset.scala │ │ ├── LeapFrame.scala │ │ ├── LocalDataset.scala │ │ ├── LocalLeapFrame.scala │ │ ├── Row.scala │ │ ├── attribute │ │ ├── Attribute.scala │ │ └── AttributeSchema.scala │ │ ├── transformer │ │ ├── HashingTermFrequencyModel.scala │ │ ├── LinearRegressionModel.scala │ │ ├── PipelineModel.scala │ │ ├── RandomForestClassificationModel.scala │ │ ├── RandomForestRegressionModel.scala │ │ ├── ReverseStringIndexerModel.scala │ │ ├── StandardScalerModel.scala │ │ ├── StringIndexerModel.scala │ │ ├── SupportVectorMachineModel.scala │ │ ├── TokenizerModel.scala │ │ ├── Transformer.scala │ │ ├── VectorAssemblerModel.scala │ │ └── builder │ │ │ ├── LeapFrameBuilder.scala │ │ │ └── TransformBuilder.scala │ │ ├── types │ │ ├── DataType.scala │ │ ├── StructField.scala │ │ └── StructType.scala │ │ └── util │ │ └── LeapFrameUtil.scala │ └── test │ └── scala │ └── com │ └── truecar │ └── mleap │ └── runtime │ └── types │ └── StructTypeSpec.scala ├── mleap-serialization └── src │ └── main │ ├── protobuf │ └── mleap │ │ ├── core │ │ └── linalg │ │ │ ├── DenseVector.proto │ │ │ ├── SparseVector.proto │ │ │ └── Vector.proto │ │ └── runtime │ │ ├── FieldData.proto │ │ ├── LeapFrame.proto │ │ ├── Row.proto │ │ ├── StringArray.proto │ │ └── types │ │ ├── DataType.proto │ │ ├── StructField.proto │ │ └── StructType.proto │ └── scala │ └── com │ └── truecar │ └── mleap │ └── serialization │ ├── ml │ └── v1 │ │ ├── Converters.scala │ │ └── MlJsonSerializer.scala │ └── mleap │ └── v1 │ ├── Converters.scala │ └── MleapJsonSupport.scala ├── mleap-spark └── src │ └── main │ └── scala │ ├── com │ └── truecar │ │ └── mleap │ │ └── spark │ │ ├── MleapSparkSupport.scala │ │ └── SparkLeapFrame.scala │ └── org │ └── apache │ └── spark │ └── ml │ └── mleap │ ├── VectorUDT.scala │ ├── bundle │ ├── Converters.scala │ └── MlJsonSerializer.scala │ ├── classification │ └── SVM.scala │ └── converter │ ├── DataFrameToMleap.scala │ ├── LeapFrameToSpark.scala │ ├── MleapTransformerWrapper.scala │ ├── NodeToMleap.scala │ ├── RowToSpark.scala │ ├── SplitToMleap.scala │ ├── StructTypeToMleap.scala │ ├── StructTypeToSpark.scala │ ├── VectorToMleap.scala │ ├── VectorToSpark.scala │ └── runtime │ ├── BaseTransformerConverter.scala │ ├── PipelineModelToMleap.scala │ ├── SparkTransformerConverter.scala │ ├── TransformerToMleap.scala │ ├── classification │ ├── DecisionTreeClassificationModelToMleap.scala │ ├── RandomForestClassificationModelToMleap.scala │ └── SupportVectorMachineModelToMleap.scala │ ├── feature │ ├── IndexToStringToMleap.scala │ ├── StandardScalerModelToMleap.scala │ ├── StringIndexerModelToMleap.scala │ └── VectorAssemblerModelToMleap.scala │ └── regression │ ├── DecisionTreeRegressionModelToMleap.scala │ ├── LinearRegressionModelToMleap.scala │ └── RandomForestRegressionModelToMleap.scala └── project ├── Common.scala ├── Dependencies.scala ├── build.properties └── plugins.sbt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TrueCar/mleap/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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