class VowpalWabbitGenericProgressive extends Transformer with VowpalWabbitBaseProgressive with HasInputCol with SynapseMLLogging

VW-style string based input implementation of online learning with progressive (1-step ahead) output.

Linear Supertypes
SynapseMLLogging, HasInputCol, VowpalWabbitBaseProgressive, VowpalWabbitBase, ComplexParamsWritable, MLWritable, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. VowpalWabbitGenericProgressive
  2. SynapseMLLogging
  3. HasInputCol
  4. VowpalWabbitBaseProgressive
  5. VowpalWabbitBase
  6. ComplexParamsWritable
  7. MLWritable
  8. Wrappable
  9. DotnetWrappable
  10. RWrappable
  11. PythonWrappable
  12. BaseWrappable
  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 VowpalWabbitGenericProgressive()
  2. new VowpalWabbitGenericProgressive(uid: String)

Type Members

  1. implicit class SpecificParamAppender extends AnyRef
    Definition Classes
    VowpalWabbitBase
  2. class TrainingPartitionIterator extends Iterator[Row]
    Definition Classes
    VowpalWabbitBaseProgressive

Value Members

  1. lazy val additionalOutputSchema: StructType
  2. final def clear(param: Param[_]): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    Params
  3. def copy(extra: ParamMap): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitGenericProgressive → Transformer → PipelineStage → Params
  4. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  5. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  6. def explainParams(): String
    Definition Classes
    Params
  7. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  8. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  9. var featureIdx: Int
  10. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  11. def getAdditionalOutputSchema: StructType
    Definition Classes
    VowpalWabbitGenericProgressive → VowpalWabbitBaseProgressive
  12. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  14. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  15. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  16. def getInputCol: String

    Definition Classes
    HasInputCol
  17. def getInteractions: Array[String]
    Definition Classes
    VowpalWabbitBase
  18. def getL1: Double
    Definition Classes
    VowpalWabbitBase
  19. def getL2: Double
    Definition Classes
    VowpalWabbitBase
  20. def getLearningRate: Double
    Definition Classes
    VowpalWabbitBase
  21. def getNumBits: Int
    Definition Classes
    VowpalWabbitBase
  22. def getNumPasses: Int
    Definition Classes
    VowpalWabbitBase
  23. def getNumSyncsPerPass: Int
    Definition Classes
    VowpalWabbitBase
  24. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  25. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  26. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  27. def getPassThroughArgs: String
    Definition Classes
    VowpalWabbitBase
  28. def getPowerT: Double
    Definition Classes
    VowpalWabbitBase
  29. def getUseBarrierExecutionMode: Boolean
    Definition Classes
    VowpalWabbitBase
  30. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  31. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  32. val hashSeed: IntParam
    Definition Classes
    VowpalWabbitBase
  33. val ignoreNamespaces: Param[String]
    Definition Classes
    VowpalWabbitBase
  34. val initialModel: ByteArrayParam
    Definition Classes
    VowpalWabbitBase
  35. val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  36. val interactions: StringArrayParam
    Definition Classes
    VowpalWabbitBase
  37. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. val l1: DoubleParam
    Definition Classes
    VowpalWabbitBase
  40. val l2: DoubleParam
    Definition Classes
    VowpalWabbitBase
  41. val learningRate: DoubleParam
    Definition Classes
    VowpalWabbitBase
  42. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  43. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  44. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  45. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  46. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  47. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  48. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  49. val numBits: IntParam
    Definition Classes
    VowpalWabbitBase
  50. val numPasses: IntParam
    Definition Classes
    VowpalWabbitBase
  51. val numSyncsPerPass: IntParam
    Definition Classes
    VowpalWabbitBase
  52. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  53. val passThroughArgs: Param[String]
    Definition Classes
    VowpalWabbitBase
  54. val powerT: DoubleParam
    Definition Classes
    VowpalWabbitBase
  55. lazy val predictionFunc: VowpalWabbitPredictionToSeqFunc
  56. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  57. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  58. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  59. final def set[T](param: Param[T], value: T): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    Params
  60. def setHashSeed(value: Int): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  61. def setIgnoreNamespaces(value: String): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  62. def setInitialModel(value: Array[Byte]): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  63. def setInputCol(value: String): VowpalWabbitGenericProgressive.this.type

    Definition Classes
    HasInputCol
  64. def setInteractions(value: Array[String]): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  65. def setL1(value: Double): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  66. def setL2(value: Double): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  67. def setLearningRate(value: Double): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  68. def setNumBits(value: Int): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  69. def setNumPasses(value: Int): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  70. def setNumSyncsPerPass(value: Int): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  71. def setPassThroughArgs(value: String): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  72. def setPowerT(value: Double): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  73. def setUseBarrierExecutionMode(value: Boolean): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
  74. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  75. def trainFromRow(vw: VowpalWabbitNative, row: Row): Seq[Any]
    Definition Classes
    VowpalWabbitGenericProgressive → VowpalWabbitBaseProgressive
  76. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    VowpalWabbitGenericProgressive → VowpalWabbitBaseProgressive → Transformer
  77. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  78. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  79. def transformSchema(schema: StructType): StructType
    Definition Classes
    VowpalWabbitBaseProgressive → PipelineStage
  80. val uid: String
    Definition Classes
    VowpalWabbitGenericProgressive → SynapseMLLogging → Identifiable
  81. val useBarrierExecutionMode: BooleanParam
    Definition Classes
    VowpalWabbitBase
  82. 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): VowpalWabbitGenericProgressive.this.type
    Definition Classes
    VowpalWabbitBase
    Annotations
    @deprecated
    Deprecated

    (Since version 0.9.6) Please use 'setPassThroughArgs'.