Class/Object

com.microsoft.ml.spark

CNTKLearner

Related Docs: object CNTKLearner | package spark

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class CNTKLearner extends Estimator[CNTKModel] with CNTKParams with Wrappable

Annotations
@InternalWrapper()
Linear Supertypes
Wrappable, CNTKParams, Estimator[CNTKModel], PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. CNTKLearner
  2. Wrappable
  3. CNTKParams
  4. Estimator
  5. PipelineStage
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. 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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. val brainScript: Param[String]

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    Definition Classes
    CNTKParams
  7. final def clear(param: Param[_]): CNTKLearner.this.type

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    Definition Classes
    Params
  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def copy(extra: ParamMap): Estimator[CNTKModel]

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    Definition Classes
    CNTKLearner → Estimator → PipelineStage → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  11. val dataFormat: Param[String]

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    Definition Classes
    CNTKParams
  12. val dataTransfer: Param[String]

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    Definition Classes
    CNTKParams
  13. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  17. def explainParams(): String

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    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  20. val featureCount: IntParam

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    Definition Classes
    CNTKParams
  21. val featuresColumnName: Param[String]

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    Definition Classes
    CNTKParams
  22. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. def fit(dataset: Dataset[_]): CNTKModel

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    Definition Classes
    CNTKLearner → Estimator
  24. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[CNTKModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  25. def fit(dataset: Dataset[_], paramMap: ParamMap): CNTKModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  26. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): CNTKModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  27. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  28. def getBrainScript: String

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    Definition Classes
    CNTKParams
  29. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  30. def getDataFormat: String

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    Definition Classes
    CNTKParams
  31. def getDataTransfer: String

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    Definition Classes
    CNTKParams
  32. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getFeatureCount: Int

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    Definition Classes
    CNTKParams
  34. def getFeaturesColumnName: String

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    Definition Classes
    CNTKParams
  35. def getGPUMachines: Array[String]

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    Definition Classes
    CNTKParams
  36. def getLabelsColumnName: String

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    Definition Classes
    CNTKParams
  37. def getLocalHdfsMount: String

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    Definition Classes
    CNTKParams
  38. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  39. def getParallelTrain: Boolean

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    Definition Classes
    CNTKParams
  40. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  41. def getUserName: String

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    Definition Classes
    CNTKParams
  42. def getWeightPrecision: String

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    Definition Classes
    CNTKParams
  43. def getWorkingDirectory: String

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    Definition Classes
    CNTKParams
  44. def getWriter(dataset: Dataset[_], relativeInPath: String): (SingleFileResolver, Option[(String, String, String)])

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  45. val gpuMachines: StringArrayParam

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    Definition Classes
    CNTKParams
  46. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  47. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  48. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  49. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  51. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  52. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  53. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  54. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  55. val labelsColumnName: Param[String]

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    Definition Classes
    CNTKParams
  56. val localHdfsMount: Param[String]

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    Definition Classes
    CNTKParams
  57. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  59. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  62. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  63. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  64. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  65. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  66. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  67. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  70. final def notify(): Unit

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    Definition Classes
    AnyRef
  71. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  72. val parallelTrain: BooleanParam

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    Definition Classes
    CNTKParams
  73. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  74. final def set(paramPair: ParamPair[_]): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params
  75. final def set(param: String, value: Any): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params
  76. final def set[T](param: Param[T], value: T): CNTKLearner.this.type

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    Definition Classes
    Params
  77. def setBrainScriptFile(f: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  78. def setBrainScriptText(t: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  79. def setDataFormat(s: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  80. final def setDefault(paramPairs: ParamPair[_]*): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params
  81. final def setDefault[T](param: Param[T], value: T): CNTKLearner.this.type

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    Attributes
    protected
    Definition Classes
    Params
  82. def setFeatureCount(c: Int): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  83. def setGPUMachines(value: Array[String]): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  84. def setParallelTrain(b: Boolean): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  85. def setTransferStrategy(s: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  86. def setUserName(value: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  87. def setWorkingDirectory(d: String): CNTKLearner.this.type

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    Definition Classes
    CNTKParams
  88. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  89. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  90. 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
  91. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  92. val uid: String

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    Definition Classes
    CNTKLearner → Identifiable
  93. val username: Param[String]

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    Definition Classes
    CNTKParams
  94. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  95. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  96. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  97. val weightPrecision: Param[String]

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    Definition Classes
    CNTKParams
  98. val workingDir: Param[String]

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    Definition Classes
    CNTKParams

Inherited from Wrappable

Inherited from CNTKParams

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

Members