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com.microsoft.azure.synapse.ml.vw

VowpalWabbitContextualBanditBase

trait VowpalWabbitContextualBanditBase extends VowpalWabbitBase

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Inherited
  1. VowpalWabbitContextualBanditBase
  2. VowpalWabbitBase
  3. Logging
  4. HasAdditionalFeatures
  5. HasWeightCol
  6. Wrappable
  7. RWrappable
  8. PythonWrappable
  9. BaseWrappable
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParamStringBuilder extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. class TrainContext extends AnyRef
    Definition Classes
    VowpalWabbitBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract def featuresCol: Param[String]
    Definition Classes
    VowpalWabbitBase
  3. abstract def getFeaturesCol: String
    Definition Classes
    VowpalWabbitBase
  4. abstract def getLabelCol: String
    Definition Classes
    VowpalWabbitBase
  5. abstract def labelCol: Param[String]
    Definition Classes
    VowpalWabbitBase
  6. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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. def addExtraArgs(args: StringBuilder): Unit

    * Allow subclasses to add further arguments

    * Allow subclasses to add further arguments

    args

    argument builder to append to

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  6. val additionalFeatures: StringArrayParam
    Definition Classes
    HasAdditionalFeatures
  7. val additionalSharedFeatures: StringArrayParam
  8. val args: Param[String]
    Definition Classes
    VowpalWabbitBase
  9. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  10. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. final def clear(param: Param[_]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    Params
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  16. def createLabelSetter(schema: StructType): (Row, VowpalWabbitExample) ⇒ Unit
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  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 getAdditionalColumns: Seq[String]
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  27. def getAdditionalFeatures: Array[String]
    Definition Classes
    HasAdditionalFeatures
  28. def getAdditionalSharedFeatures: Array[String]
  29. def getArgs: String
    Definition Classes
    VowpalWabbitBase
  30. def getAsFloat(schema: StructType, idx: Int): (Row) ⇒ Float
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  31. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  33. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  34. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  35. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  36. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  37. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  38. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  39. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  40. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  41. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  42. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  43. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  44. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  45. def getSharedCol: String
  46. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  47. def getWeightCol: String

    Definition Classes
    HasWeightCol
  48. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  49. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  50. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  51. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  52. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  53. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  54. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  55. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  57. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  58. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  59. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  60. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  61. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  62. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  63. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  64. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  65. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  72. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  77. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  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. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  82. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  83. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  84. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  85. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  86. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  92. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    VowpalWabbitContextualBanditBase → VowpalWabbitBase → PythonWrappable
  93. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  106. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  107. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. final def set(paramPair: ParamPair[_]): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. final def set(param: String, value: Any): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  115. final def set[T](param: Param[T], value: T): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    Params
  116. def setAdditionalFeatures(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    HasAdditionalFeatures
  117. def setAdditionalSharedFeatures(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
  118. def setArgs(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  119. final def setDefault(paramPairs: ParamPair[_]*): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  120. final def setDefault[T](param: Param[T], value: T): VowpalWabbitContextualBanditBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. def setHashSeed(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  122. def setIgnoreNamespaces(value: String): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  123. def setInitialModel(value: Array[Byte]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  124. def setInteractions(value: Array[String]): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  125. def setL1(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  126. def setL2(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  127. def setLearningRate(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  128. def setNumBits(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  129. def setNumPasses(value: Int): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  130. def setPowerT(value: Double): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  131. def setSharedCol(value: String): VowpalWabbitContextualBanditBase.this.type
  132. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitContextualBanditBase.this.type
    Definition Classes
    VowpalWabbitBase
  133. def setWeightCol(value: String): VowpalWabbitContextualBanditBase.this.type

    Definition Classes
    HasWeightCol
  134. val sharedCol: Param[String]
  135. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  136. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  137. def trainInternal[T <: VowpalWabbitBaseModel](dataset: Dataset[_], model: T): T

    Main training loop

    Main training loop

    dataset

    input data.

    returns

    binary VW model.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  138. def trainInternalDistributed(df: DataFrame, vwArgs: StringBuilder, numTasks: Int): Array[TrainingResult]

    Setup spanning tree and invoke training.

    Setup spanning tree and invoke training.

    df

    input data.

    vwArgs

    VW command line arguments.

    numTasks

    number of target tasks.

    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  139. def trainRow(schema: StructType, inputRows: Iterator[Row], ctx: TrainContext): Unit
    Attributes
    protected
    Definition Classes
    VowpalWabbitBase
  140. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  141. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  142. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  143. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  144. val weightCol: Param[String]

    The name of the weight column

    The name of the weight column

    Definition Classes
    HasWeightCol

Inherited from VowpalWabbitBase

Inherited from Logging

Inherited from HasAdditionalFeatures

Inherited from HasWeightCol

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped