Class/Object

com.microsoft.ml.spark

CNTKLearner

Related Docs: object CNTKLearner | package spark

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class CNTKLearner extends Estimator[CNTKModel] with CNTKParams

Annotations
@InternalWrapper()
Linear Supertypes
CNTKParams, MMLParams, DefaultParamsWritable, MLWritable, Wrappable, Estimator[CNTKModel], PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. CNTKLearner
  2. CNTKParams
  3. MMLParams
  4. DefaultParamsWritable
  5. MLWritable
  6. Wrappable
  7. Estimator
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new CNTKLearner()

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  2. new CNTKLearner(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

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    Definition Classes
    Wrappable

  6. def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

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    Definition Classes
    Wrappable

  7. def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

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    Definition Classes
    Wrappable

  8. def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

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    Definition Classes
    Wrappable

  9. def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

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    Definition Classes
    Wrappable

  10. def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

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    Definition Classes
    Wrappable

  11. def IntParam(i: Identifiable, name: String, description: String): IntParam

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    Definition Classes
    Wrappable

  12. def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

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    Definition Classes
    Wrappable

  13. def LongParam(i: Identifiable, name: String, description: String): LongParam

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    Definition Classes
    Wrappable

  14. def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

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    Definition Classes
    Wrappable

  15. def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

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    Definition Classes
    Wrappable

  16. def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

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    Definition Classes
    Wrappable

  17. def StringParam(i: Identifiable, name: String, description: String): Param[String]

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    Definition Classes
    Wrappable

  18. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  19. val brainScript: Param[String]

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    Definition Classes
    CNTKParams

  20. def chainedUid(origin: String): String

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    Definition Classes
    Wrappable

  21. final def clear(param: Param[_]): CNTKLearner.this.type

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    Definition Classes
    Params

  22. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. def copy(extra: ParamMap): Estimator[CNTKModel]

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    Definition Classes
    CNTKLearner → Estimator → PipelineStage → Params

  24. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  25. val dataFormat: Param[String]

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    Definition Classes
    CNTKParams

  26. val dataTransfer: Param[String]

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    Definition Classes
    CNTKParams

  27. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  28. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  29. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  30. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  31. def explainParams(): String

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    Definition Classes
    Params

  32. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  33. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  34. val featureCount: IntParam

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    Definition Classes
    CNTKParams

  35. val featuresColumnName: Param[String]

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    Definition Classes
    CNTKParams

  36. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  37. def fit(dataset: Dataset[_]): CNTKModel

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    Definition Classes
    CNTKLearner → Estimator

  38. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[CNTKModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  39. def fit(dataset: Dataset[_], paramMap: ParamMap): CNTKModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  40. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): CNTKModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  41. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  42. def getBrainScript: String

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    Definition Classes
    CNTKParams

  43. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  44. def getDataFormat: String

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    Definition Classes
    CNTKParams

  45. def getDataTransfer: String

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    Definition Classes
    CNTKParams

  46. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  47. def getFeatureCount: Int

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    Definition Classes
    CNTKParams

  48. def getFeaturesColumnName: String

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    Definition Classes
    CNTKParams

  49. def getGPUMachines: Array[String]

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    Definition Classes
    CNTKParams

  50. def getLabelsColumnName: String

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    Definition Classes
    CNTKParams

  51. def getLocalHdfsMount: String

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    Definition Classes
    CNTKParams

  52. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  53. def getParallelTrain: Boolean

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    Definition Classes
    CNTKParams

  54. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  55. def getUserName: String

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    Definition Classes
    CNTKParams

  56. def getWeightPrecision: String

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    Definition Classes
    CNTKParams

  57. def getWorkingDirectory: String

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    Definition Classes
    CNTKParams

  58. def getWriter(dataset: Dataset[_], relativeInPath: String): (SingleFileResolver, Option[(String, String, String)])

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  59. val gpuMachines: StringArrayParam

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    Definition Classes
    CNTKParams

  60. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  61. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  62. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  63. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  64. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  65. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  66. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  67. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  68. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  69. val labelsColumnName: Param[String]

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    Definition Classes
    CNTKParams

  70. val localHdfsMount: Param[String]

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    Definition Classes
    CNTKParams

  71. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  72. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  73. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  74. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  75. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  76. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  77. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  78. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  79. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  80. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  81. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  82. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  83. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  84. final def notify(): Unit

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    Definition Classes
    AnyRef

  85. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  86. val parallelTrain: BooleanParam

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    Definition Classes
    CNTKParams

  87. val paramDomains: Map[String, Seq[String]]

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    Definition Classes
    Wrappable

  88. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  89. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  90. final def set(paramPair: ParamPair[_]): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params

  91. final def set(param: String, value: Any): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params

  92. final def set[T](param: Param[T], value: T): CNTKLearner.this.type

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    Definition Classes
    Params

  93. def setBrainScriptFile(f: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  94. def setBrainScriptText(t: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  95. def setDataFormat(s: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  96. final def setDefault(paramPairs: ParamPair[_]*): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params

  97. final def setDefault[T](param: Param[T], value: T): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params

  98. def setFeatureCount(c: Int): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  99. def setGPUMachines(value: Array[String]): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  100. def setParallelTrain(b: Boolean): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  101. def setTransferStrategy(s: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  102. def setUserName(value: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  103. def setWorkingDirectory(d: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams

  104. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  105. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  106. def transformSchema(schema: StructType): StructType

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    Taken from CNTKModel - adds the output column to the input

    Taken from CNTKModel - adds the output column to the input

    schema

    The input schema

    returns

    The transformed schema with output column added

    Definition Classes
    CNTKLearner → PipelineStage

  107. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  108. val uid: String

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    Definition Classes
    CNTKLearner → Identifiable

  109. val username: Param[String]

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    Definition Classes
    CNTKParams

  110. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  111. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  112. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  113. val weightPrecision: Param[String]

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    Definition Classes
    CNTKParams

  114. val workingDir: Param[String]

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    Definition Classes
    CNTKParams

  115. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from CNTKParams

Inherited from MMLParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from Estimator[CNTKModel]

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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