Packages

class CNTKModel extends Model[CNTKModel] with ComplexParamsWritable with HasMiniBatcher with HasFeedFetchDicts with Wrappable with BasicLogging

Linear Supertypes
BasicLogging, Wrappable, RWrappable, PythonWrappable, BaseWrappable, HasFeedFetchDicts, HasMiniBatcher, ComplexParamsWritable, MLWritable, Model[CNTKModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. CNTKModel
  2. BasicLogging
  3. Wrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. HasFeedFetchDicts
  8. HasMiniBatcher
  9. ComplexParamsWritable
  10. MLWritable
  11. Model
  12. Transformer
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new CNTKModel()
  2. new CNTKModel(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val batchInput: BooleanParam
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): CNTKModel.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. val convertOutputToDenseVector: BooleanParam
  12. def copy(extra: ParamMap): CNTKModel.this.type
    Definition Classes
    CNTKModel → Model → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. val feedDict: MapParam[String, String]
    Definition Classes
    HasFeedFetchDicts
  23. val fetchDict: MapParam[String, String]
    Definition Classes
    HasFeedFetchDicts
  24. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. def getBatchInput: Boolean
  27. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  28. def getConvertOutputToDenseVector: Boolean
  29. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. def getFeedDict: Map[String, String]
    Definition Classes
    HasFeedFetchDicts
  31. def getFetchDict: Map[String, String]
    Definition Classes
    HasFeedFetchDicts
  32. def getInputCol: String
  33. def getInputNode: String
  34. def getInputNodeIndex: Int
  35. def getInputShapes: List[Array[Int]]

    Returns the dimensions of the required input

  36. def getMiniBatchSize: Int
    Definition Classes
    HasMiniBatcher
  37. def getMiniBatcher: MiniBatchBase

    Definition Classes
    HasMiniBatcher
  38. def getModel: SerializableFunction

  39. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  40. def getOutputCol: String
  41. def getOutputNode: String
  42. def getOutputNodeIndex: Int
  43. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. def hasParent: Boolean
    Definition Classes
    Model
  47. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  49. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  51. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  52. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  53. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  54. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  55. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  56. def logClass(): Unit
    Definition Classes
    BasicLogging
  57. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  62. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  63. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  66. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  67. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  70. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  71. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  75. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  76. val miniBatcher: TransformerParam

    Size of minibatches.

    Size of minibatches. Must be greater than 0; default is 10

    Definition Classes
    HasMiniBatcher
  77. val model: CNTKFunctionParam

    Array of bytes containing the serialized CNTK Function

  78. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  79. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  80. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  81. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  82. var parent: Estimator[CNTKModel]
    Definition Classes
    Model
  83. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  84. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  90. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    CNTKModel → PythonWrappable
  91. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  103. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  104. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  106. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  107. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. def rebroadcastCNTKModel(spark: SparkSession): Unit
  112. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  113. final def set(paramPair: ParamPair[_]): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. final def set(param: String, value: Any): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  115. final def set[T](param: Param[T], value: T): CNTKModel.this.type
    Definition Classes
    Params
  116. def setBatchInput(v: Boolean): CNTKModel.this.type
  117. def setConvertOutputToDenseVector(v: Boolean): CNTKModel.this.type
  118. final def setDefault(paramPairs: ParamPair[_]*): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. final def setDefault[T](param: Param[T], value: T): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  120. def setFeedDict(k: String, v: String): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  121. def setFeedDict(value: Map[String, String]): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  122. def setFetchDict(k: String, v: String): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  123. def setFetchDict(value: Map[String, String]): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  124. def setInputCol(value: String): CNTKModel.this.type
  125. def setInputNode(value: String): CNTKModel.this.type
  126. def setInputNodeIndex(value: Int): CNTKModel.this.type
  127. def setMiniBatchSize(n: Int): CNTKModel.this.type
    Definition Classes
    HasMiniBatcher
  128. def setMiniBatcher(value: MiniBatchBase): CNTKModel.this.type

    Definition Classes
    HasMiniBatcher
  129. def setModel(value: SerializableFunction): CNTKModel.this.type

  130. def setModelLocation(path: String): CNTKModel.this.type

  131. def setOutputCol(value: String): CNTKModel.this.type
  132. def setOutputNode(value: String): CNTKModel.this.type
  133. def setOutputNodeIndex(value: Int): CNTKModel.this.type
  134. def setParent(parent: Estimator[CNTKModel]): CNTKModel
    Definition Classes
    Model
  135. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  136. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  137. def transform(dataset: Dataset[_]): DataFrame

    Evaluate the model

    Evaluate the model

    dataset

    the dataset to featurize

    returns

    featurized dataset

    Definition Classes
    CNTKModel → Transformer
  138. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  139. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  140. def transformSchema(schema: StructType): StructType
    Definition Classes
    CNTKModel → PipelineStage
  141. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  142. val uid: String
    Definition Classes
    CNTKModel → BasicLogging → Identifiable
  143. val ver: String
    Definition Classes
    BasicLogging
  144. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  145. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  146. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  147. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from HasFeedFetchDicts

Inherited from HasMiniBatcher

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Model[CNTKModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped