LDATrainer

Value Members

1. final def !=(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

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3. final def ==(arg0: Any): Boolean

   

   Definition Classes

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4. val LOG: Log

   

5. val alpha: Float

   

6. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

7. val beta: Float

   

8. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

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   @throws( ... )

9. def computeWordLLH: Double

   

10. def computeWordLLHSummary: Double

    

11. val conf: Configuration

    

    Definition Classes

    MLLearner

12. val ctx: TaskContext

    

    Definition Classes

    MLLearner

13. val dKeys: Int

    

14. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

15. def equals(arg0: Any): Boolean

    

    Definition Classes

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16. val executor: ExecutorService

    

17. def fetchNk: Unit

    

18. def finalize(): Unit

    

    Attributes

    protected[java.lang]

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    @throws( classOf[java.lang.Throwable] )

19. final def getClass(): Class[_]

    

    Definition Classes

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20. val globalMetrics: GlobalMetrics

    

    Definition Classes

    MLLearner

21. def hashCode(): Int

    

    Definition Classes

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22. def inference(n_iters: Int): Unit

    

23. def initForInference(): Unit

    

24. def initialize(): Unit

    

25. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

26. def likelihood: Double

    

27. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

28. val nk: Array[Int]

    

29. final def notify(): Unit

    

    Definition Classes

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30. final def notifyAll(): Unit

    

    Definition Classes

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31. val pkeys: List[PartitionKey]

    

32. val queue: LinkedBlockingQueue[Sampler]

    

33. val reqRows: HashMap[Int, List[Integer]]

    

34. def reset(epoch: Int): Unit

    

35. def sampleForDocInference(): Unit

    

36. def sampleForWordInference(): Unit

    

37. def saveDocTopic(data: WTokens, model: LDAModel): Unit

    

38. def saveWordTopic(model: LDAModel): Unit

    

39. def scheduleAliasSample(pkeys: List[PartitionKey]): Boolean

    

40. def scheduleDocSample(dKeys: Int): Boolean

    

41. def scheduleDocllh(n_docs: Int): Double

    

42. def scheduleInit(): Unit

    

43. def scheduleReset(): Unit

    

44. def scheduleWordSample(pkeys: List[PartitionKey]): Boolean

    

45. final def synchronized[T0](arg0: ⇒ T0): T0

    

    Definition Classes

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46. def toString(): String

    

    Definition Classes

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47. def train(n_iters: Int): Unit

    

48. def train(train: DataBlock[LabeledData], vali: DataBlock[LabeledData]): MLModel

    

    Train a ML Model

    Train a ML Model

    train

    : input train data storage

    vali

    : validate data storage

    returns

    : a learned model

    Definition Classes

    LDATrainer → MLLearner

49. final def wait(): Unit

    

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    @throws( ... )

50. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

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    @throws( ... )

51. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

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    @throws( ... )