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, 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. RWrappable
  10. PythonWrappable
  11. BaseWrappable
  12. Transformer
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. 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 explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. var featureIdx: Int
  9. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getAdditionalOutputSchema: StructType
    Definition Classes
    VowpalWabbitGenericProgressive → VowpalWabbitBaseProgressive
  11. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getHashSeed: Int
    Definition Classes
    VowpalWabbitBase
  13. def getIgnoreNamespaces: String
    Definition Classes
    VowpalWabbitBase
  14. def getInitialModel: Array[Byte]
    Definition Classes
    VowpalWabbitBase
  15. def getInputCol: String

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

    The name of the input column

    The name of the input column

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

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