Packages

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

Linear Supertypes
BasicLogging, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, HasFeedFetchDicts, HasMiniBatcher, ComplexParamsWritable, MLWritable, Model[CNTKModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. CNTKModel
  2. BasicLogging
  3. Wrappable
  4. DotnetWrappable
  5. RWrappable
  6. PythonWrappable
  7. BaseWrappable
  8. HasFeedFetchDicts
  9. HasMiniBatcher
  10. ComplexParamsWritable
  11. MLWritable
  12. Model
  13. Transformer
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  17. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. val feedDict: StringStringMapParam
    Definition Classes
    HasFeedFetchDicts
  40. val fetchDict: StringStringMapParam
    Definition Classes
    HasFeedFetchDicts
  41. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  42. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  43. def getBatchInput: Boolean
  44. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  45. def getConvertOutputToDenseVector: Boolean
  46. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getFeedDict: Map[String, String]
    Definition Classes
    HasFeedFetchDicts
  48. def getFetchDict: Map[String, String]
    Definition Classes
    HasFeedFetchDicts
  49. def getInputCol: String
  50. def getInputNode: String
  51. def getInputNodeIndex: Int
  52. def getInputShapes: List[Array[Int]]

    Returns the dimensions of the required input

  53. def getMiniBatchSize: Int
    Definition Classes
    HasMiniBatcher
  54. def getMiniBatcher: MiniBatchBase

    Definition Classes
    HasMiniBatcher
  55. def getModel: SerializableFunction

  56. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  57. def getOutputCol: String
  58. def getOutputNode: String
  59. def getOutputNodeIndex: Int
  60. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  61. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  62. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  63. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  64. def hasParent: Boolean
    Definition Classes
    Model
  65. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  66. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  67. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  69. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  70. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  71. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  72. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  73. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  74. def logClass(): Unit
    Definition Classes
    BasicLogging
  75. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  80. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  81. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  84. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  85. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  88. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  89. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  90. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  93. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  94. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  95. val miniBatcher: TransformerParam

    Size of minibatches.

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

    Definition Classes
    HasMiniBatcher
  96. val model: CNTKFunctionParam

    Array of bytes containing the serialized CNTK Function

  97. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  98. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  99. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  100. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  101. var parent: Estimator[CNTKModel]
    Definition Classes
    Model
  102. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  103. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  109. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    CNTKModelPythonWrappable
  110. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  121. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  122. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  123. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  126. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  127. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  129. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  130. def rebroadcastCNTKModel(spark: SparkSession): Unit
  131. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  132. final def set(paramPair: ParamPair[_]): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  133. final def set(param: String, value: Any): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  134. final def set[T](param: Param[T], value: T): CNTKModel.this.type
    Definition Classes
    Params
  135. def setBatchInput(v: Boolean): CNTKModel.this.type
  136. def setConvertOutputToDenseVector(v: Boolean): CNTKModel.this.type
  137. final def setDefault(paramPairs: ParamPair[_]*): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  138. final def setDefault[T](param: Param[T], value: T): CNTKModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  139. def setFeedDict(k: String, v: String): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  140. def setFeedDict(value: HashMap[String, String]): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  141. def setFeedDict(value: Map[String, String]): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  142. def setFetchDict(k: String, v: String): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  143. def setFetchDict(value: HashMap[String, String]): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  144. def setFetchDict(value: Map[String, String]): CNTKModel.this.type
    Definition Classes
    HasFeedFetchDicts
  145. def setInputCol(value: String): CNTKModel.this.type
  146. def setInputNode(value: String): CNTKModel.this.type
  147. def setInputNodeIndex(value: Int): CNTKModel.this.type
  148. def setMiniBatchSize(n: Int): CNTKModel.this.type
    Definition Classes
    HasMiniBatcher
  149. def setMiniBatcher(value: MiniBatchBase): CNTKModel.this.type

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

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

  152. def setOutputCol(value: String): CNTKModel.this.type
  153. def setOutputNode(value: String): CNTKModel.this.type
  154. def setOutputNodeIndex(value: Int): CNTKModel.this.type
  155. def setParent(parent: Estimator[CNTKModel]): CNTKModel
    Definition Classes
    Model
  156. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  157. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  158. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  159. def transform(dataset: Dataset[_]): DataFrame

    Evaluate the model

    Evaluate the model

    dataset

    the dataset to featurize

    returns

    featurized dataset

    Definition Classes
    CNTKModel → Transformer
  160. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  161. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  162. def transformSchema(schema: StructType): StructType
    Definition Classes
    CNTKModel → PipelineStage
  163. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  164. val uid: String
    Definition Classes
    CNTKModelBasicLogging → Identifiable
  165. val ver: String
    Definition Classes
    BasicLogging
  166. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  167. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  168. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  169. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from Wrappable

Inherited from DotnetWrappable

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