BIDMach.models

KMeansw

class KMeansw extends Model

KMeans

val (nn, opts) = KMeansw.learner(a,w)
val (nn, opts) = KMeansw.learner(a)
a                     // input matrix
w                     // optional weight matrix
opts.what             // prints the available options
opts.dim=200          // customize options
nn.train              // train the learner
nn.modelmat           // get the final model

val (nn, opts) = KMeansw.learnPar(a,w) // Build a parallel learner
val (nn, opts) = KMeansw.learnPar(a)
opts.nthreads=2       // number of threads (defaults to number of GPUs)
nn.train              // train the learner
nn.modelmat           // get the final model
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Instance Constructors

  1. new KMeansw(opts: Opts = new KMeansw.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, i: Long): Unit

    Definition Classes
    KMeansw → 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(gmats: Array[Mat], ipass: Int, here: Long): FMat

    Definition Classes
    KMeansw → Model

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

    Definition Classes
    Model

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

  18. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  20. var gmats: Array[Mat]

    Definition Classes
    Model

  21. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  22. def init(): Unit

    Definition Classes
    KMeansw → Model

  23. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  24. var mats: Array[Mat]

    Definition Classes
    Model

  25. var mcounts: Mat

  26. var mm: Mat

  27. def modelmats: Array[Mat]

    Definition Classes
    Model

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

  29. var mweights: Mat

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

    Definition Classes
    AnyRef

  31. final def notify(): Unit

    Definition Classes
    AnyRef

  32. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  33. val opts: Opts

    Definition Classes
    KMeansw → Model

  34. var parent_model: Model

    Definition Classes
    Model

  35. var putBack: Int

    Definition Classes
    Model

  36. var refresh: Boolean

    Definition Classes
    Model

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

    Definition Classes
    Model

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

    Definition Classes
    AnyRef

  39. def toString(): String

    Definition Classes
    AnyRef → Any

  40. var um: Mat

  41. var umcounts: Mat

  42. var umweights: Mat

  43. def updatePass(ipass: Int): Unit

    Definition Classes
    KMeansw → 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 Model

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