Class/Object

com.microsoft.ml.spark.cntk

CNTKModel

Related Docs: object CNTKModel | package cntk

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

Annotations
@InternalWrapper()
Linear Supertypes
Wrappable, HasMiniBatcher, ComplexParamsWritable, MLWritable, Model[CNTKModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. CNTKModel
  2. Wrappable
  3. HasMiniBatcher
  4. ComplexParamsWritable
  5. MLWritable
  6. Model
  7. Transformer
  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 CNTKModel()

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  2. new CNTKModel(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 additionalPythonMethods(): String

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    Definition Classes
    Wrappable

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. val batchInput: BooleanParam

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  8. final def clear(param: Param[_]): CNTKModel.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. val convertOutputToDenseVector: BooleanParam

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  11. def copy(extra: ParamMap): CNTKModel.this.type

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    Definition Classes
    CNTKModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  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 feedDict: MapParam[String, String]

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  21. val fetchDict: MapParam[String, String]

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  22. def finalize(): Unit

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

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

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    Definition Classes
    Params

  24. def getBatchInput: Boolean

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

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    Definition Classes
    AnyRef → Any

  26. def getConvertOutputToDenseVector: Boolean

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

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    Definition Classes
    Params

  28. def getFeedDict: Map[String, String]

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  29. def getFetchDict: Map[String, String]

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  30. def getInputCol: String

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  31. def getInputNode: String

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  32. def getInputNodeIndex: Int

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  33. def getInputShapes: List[Array[Int]]

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    Returns the dimensions of the required input

  34. def getMiniBatchSize: Int

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    Definition Classes
    HasMiniBatcher

  35. def getMiniBatcher: MiniBatchBase

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    Definition Classes
    HasMiniBatcher

  36. def getModel: SerializableFunction

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

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    Definition Classes
    Params

  38. def getOutputCol: String

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  39. def getOutputNode: String

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  40. def getOutputNodeIndex: Int

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

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    Definition Classes
    Params

  42. def getShapeOutput: Boolean

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

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    Definition Classes
    Params

  44. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  45. def hasParent: Boolean

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    Definition Classes
    Model

  46. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  48. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  50. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  52. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  53. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  60. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  65. val miniBatcher: TransformerParam

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    Size of minibatches.

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

    Definition Classes
    HasMiniBatcher

  66. val model: CNTKFunctionParam

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    Array of bytes containing the serialized CNTK Function

    Array of bytes containing the serialized CNTK Function

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

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    Definition Classes
    AnyRef

  68. final def notify(): Unit

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    Definition Classes
    AnyRef

  69. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  71. var parent: Estimator[CNTKModel]

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    Definition Classes
    Model

  72. def rebroadcastCNTKModel(spark: SparkSession): Unit

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  73. def save(path: String): Unit

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

  74. final def set(paramPair: ParamPair[_]): CNTKModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  75. final def set(param: String, value: Any): CNTKModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  77. def setBatchInput(v: Boolean): CNTKModel.this.type

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  78. def setConvertOutputToDenseVector(v: Boolean): CNTKModel.this.type

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  79. final def setDefault(paramPairs: ParamPair[_]*): CNTKModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  81. def setFeedDict(k: String, v: String): CNTKModel.this.type

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  82. def setFeedDict(value: Map[String, String]): CNTKModel.this.type

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  83. def setFetchDict(k: String, v: String): CNTKModel.this.type

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  84. def setFetchDict(value: Map[String, String]): CNTKModel.this.type

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  85. def setInputCol(value: String): CNTKModel.this.type

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  86. def setInputNode(value: String): CNTKModel.this.type

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  87. def setInputNodeIndex(value: Int): CNTKModel.this.type

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  88. def setMiniBatchSize(n: Int): CNTKModel.this.type

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    Definition Classes
    HasMiniBatcher

  89. def setMiniBatcher(value: MiniBatchBase): CNTKModel.this.type

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    Definition Classes
    HasMiniBatcher

  90. def setModel(value: SerializableFunction): CNTKModel.this.type

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

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  92. def setOutputCol(value: String): CNTKModel.this.type

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  93. def setOutputNode(value: String): CNTKModel.this.type

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  94. def setOutputNodeIndex(value: Int): CNTKModel.this.type

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  95. def setParent(parent: Estimator[CNTKModel]): CNTKModel

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    Definition Classes
    Model

  96. def setShapeOutput(v: Boolean): CNTKModel.this.type

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  97. val shapeOutput: BooleanParam

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

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    Definition Classes
    AnyRef

  99. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  100. def transform(dataset: Dataset[_]): DataFrame

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    Evaluate the model

    Evaluate the model

    dataset

    the dataset to featurize

    returns

    featurized dataset

    Definition Classes
    CNTKModel → Transformer

  101. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  102. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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

  103. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CNTKModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  105. val uid: String

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    Definition Classes
    CNTKModel → Identifiable

  106. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  109. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from Wrappable

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