BIDMach.models

KMeans

class KMeans extends ClusteringModel

KMeans

val (nn, opts) = KMeans.learner(a)
opts.what             // prints the available options
opts.dim=200          // customize options
nn.train              // rain the learner
nn.modelmat           // get the final model

val (nn, opts) = KMeans.learnPar(a) // Build a parallel learner
opts.nthreads=2       // number of threads (defaults to number of GPUs)
nn.train              // train the learner
nn.modelmat           // get the final model
Linear Supertypes
ClusteringModel, Model, AnyRef, Any
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Inherited
  1. KMeans
  2. ClusteringModel
  3. Model
  4. AnyRef
  5. Any
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Instance Constructors

  1. new KMeans(opts: Opts = new KMeans.Options)

Value Members

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

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef → Any

  4. var _modelmats: Array[Mat]

    Definition Classes
    Model

  5. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  6. def bind(ds: DataSource): Unit

    Definition Classes
    Model

  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def copyMats(from: Array[Mat], to: Array[Mat]): Unit

    Definition Classes
    Model

  9. def copyTo(mod: Model): Unit

    Definition Classes
    Model

  10. var datasource: DataSource

    Definition Classes
    Model

  11. def doblock(gmats: Array[Mat], ipass: Int, here: Long): Unit

    Definition Classes
    ClusteringModel → Model

  12. def doblockg(amats: Array[Mat], ipass: Int, here: Long): Unit

    Definition Classes
    Model

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

    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  15. def evalblock(mats: Array[Mat], ipass: Int, here: Long): FMat

    Definition Classes
    ClusteringModel → Model

  16. def evalblockg(amats: Array[Mat], ipass: Int, here: Long): FMat

    Definition Classes
    Model

  17. def evalfun(sdata: Mat, targ: Mat): FMat

    Definition Classes
    KMeans → ClusteringModel

  18. def evalfun(sdata: Mat): FMat

    Definition Classes
    KMeans → ClusteringModel

  19. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Definition Classes
    AnyRef → Any

  21. var gmats: Array[Mat]

    Definition Classes
    Model

  22. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  23. def init(): Unit

    Definition Classes
    KMeans → ClusteringModel → Model

  24. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  25. var lastpos: Long

    Definition Classes
    ClusteringModel

  26. var mats: Array[Mat]

    Definition Classes
    Model

  27. var mm: Mat

  28. var mmnorm: Mat

  29. def modelmats: Array[Mat]

    Definition Classes
    Model

  30. def mupdate(sdata: Mat, ipass: Int): Unit

    Definition Classes
    KMeans → ClusteringModel

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

    Definition Classes
    AnyRef

  32. final def notify(): Unit

    Definition Classes
    AnyRef

  33. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  34. val opts: Opts

    Definition Classes
    KMeans → ClusteringModel → Model

  35. var parent_model: Model

    Definition Classes
    Model

  36. var putBack: Int

    Definition Classes
    Model

  37. var refresh: Boolean

    Definition Classes
    Model

  38. def setmodelmats(a: Array[Mat]): Unit

    Definition Classes
    Model

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

    Definition Classes
    AnyRef

  40. def toString(): String

    Definition Classes
    AnyRef → Any

  41. var um: Mat

  42. var umcount: Mat

  43. def updatePass(ipass: Int): Unit

    Definition Classes
    KMeans → Model

  44. var updatemats: Array[Mat]

    Definition Classes
    Model

  45. var useDouble: Boolean

    Definition Classes
    Model

  46. var useGPU: Boolean

    Definition Classes
    Model

  47. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ClusteringModel

Inherited from Model

Inherited from AnyRef

Inherited from Any

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