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com.microsoft.azure.synapse.ml.vw

VowpalWabbitBaseLearner

trait VowpalWabbitBaseLearner extends VowpalWabbitBase

Base implementation of VowpalWabbit learners.

Note

parameters that regularly are swept through are exposed as proper parameters.

Linear Supertypes
VowpalWabbitBase, Logging, ComplexParamsWritable, MLWritable, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
VowpalWabbitBaseSpark, VowpalWabbitClassifier, VowpalWabbitContextualBandit, VowpalWabbitContextualBanditBase, VowpalWabbitContextualBanditModel, VowpalWabbitGeneric, VowpalWabbitRegressor
Ordering
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  2. By Inheritance
Inherited
  1. VowpalWabbitBaseLearner
  2. VowpalWabbitBase
  3. Logging
  4. ComplexParamsWritable
  5. MLWritable
  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 SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def clear(param: Param[_]): VowpalWabbitBaseLearner.this.type
    Definition Classes
    Params
  2. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  3. def explainParams(): String
    Definition Classes
    Params
  4. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  5. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  6. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  7. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  8. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  9. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  10. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  11. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  12. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  13. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  14. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  15. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  16. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  17. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  18. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  19. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  20. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  21. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  22. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  23. def getPredictionIdCol: String
  24. def getSplitCol: String
  25. def getSplitColValues: Array[String]
  26. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  27. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  28. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  29. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  30. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  31. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  32. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  33. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  34. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  35. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  36. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  37. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  38. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  39. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  40. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  41. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  42. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  43. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  44. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  45. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  46. val predictionIdCol: Param[String]
  47. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  48. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  49. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  50. final def set[T](param: Param[T], value: T): VowpalWabbitBaseLearner.this.type
    Definition Classes
    Params
  51. def setHashSeed(value: Int): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  52. def setIgnoreNamespaces(value: String): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  53. def setInitialModel(value: Array[Byte]): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  54. def setInteractions(value: Array[String]): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  55. def setL1(value: Double): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  56. def setL2(value: Double): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  57. def setLearningRate(value: Double): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  58. def setNumBits(value: Int): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  59. def setNumPasses(value: Int): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  60. def setNumSyncsPerPass(value: Int): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  61. def setPassThroughArgs(value: String): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  62. def setPowerT(value: Double): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  63. def setPredictionIdCol(value: String): VowpalWabbitBaseLearner.this.type
  64. def setSplitCol(value: String): VowpalWabbitBaseLearner.this.type
  65. def setSplitColValues(value: Array[String]): VowpalWabbitBaseLearner.this.type
  66. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
  67. val splitCol: Param[String]
  68. val splitColValues: StringArrayParam
  69. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  70. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  71. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Deprecated Value Members

  1. def getArgs: String
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'getPassThroughArgs'.

  2. def setArgs(value: String): VowpalWabbitBaseLearner.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.