Packages

package nn

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Type Members

  1. case class BallTree[V](keys: IndexedSeq[DenseVector[Double]], values: IndexedSeq[V], leafSize: Int = 50) extends Serializable with BallTreeBase[V] with Product with Serializable

    Performs fast lookups of nearest neighbors using the Ball Tree algorithm for space partitioning

    Performs fast lookups of nearest neighbors using the Ball Tree algorithm for space partitioning

    Note that this code borrows heavily from https://github.com/felixmaximilian/mips

  2. trait BallTreeBase[V] extends AnyRef
  3. case class BestMatch(index: Int, distance: Double) extends Serializable with Product with Serializable
  4. class BoundedPriorityQueue[A] extends Iterable[A] with Growable[A] with Serializable

    Bounded priority queue.

    Bounded priority queue. This class wraps the original PriorityQueue class and modifies it such that only the top K elements are retained. The top K elements are defined by an implicit Ordering[A].

  5. case class ConditionalBallTree[L, V](keys: IndexedSeq[DenseVector[Double]], values: IndexedSeq[V], labels: IndexedSeq[L], leafSize: Int = 50) extends Serializable with BallTreeBase[V] with Product with Serializable
  6. class ConditionalKNN extends Estimator[ConditionalKNNModel] with ConditionalKNNParams with DefaultParamsWritable with OptimizedCKNNFitting with SynapseMLLogging
  7. class ConditionalKNNModel extends Model[ConditionalKNNModel] with ComplexParamsWritable with ConditionalKNNParams with SynapseMLLogging
  8. trait ConditionalKNNParams extends KNNParams with HasLabelCol
  9. class KNN extends Estimator[KNNModel] with KNNParams with DefaultParamsWritable with OptimizedKNNFitting with SynapseMLLogging
  10. class KNNModel extends Model[KNNModel] with ComplexParamsWritable with KNNParams with SynapseMLLogging
  11. trait KNNParams extends HasFeaturesCol with Wrappable with HasOutputCol
  12. class ReverseIndex[L] extends Serializable

Value Members

  1. object ConditionalBallTree extends Serializable
  2. object ConditionalKNN extends DefaultParamsReadable[ConditionalKNN] with Serializable
  3. object ConditionalKNNModel extends ComplexParamsReadable[ConditionalKNNModel] with Serializable
  4. object KNN extends DefaultParamsReadable[KNN] with Serializable
  5. object KNNModel extends ComplexParamsReadable[KNNModel] with Serializable

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