index

Type Members

1. trait Distance[T] extends AnyRef

   Trait Distance

2. class FlatIndex[T, U] extends Index[T, U]

   FlatIndex class implements a nearest neighbor index that simply computes the distance between the query and all the stored samples, and returns the k nearest values using a simple sort.

3. trait INode[T, U] extends Node[T, U]

   Convenience trait for internal node of a tree

4. abstract class Index[T, U] extends AnyRef

   Abstract base class for indices used to retrieve nearest neighbors in an approximate decision strategy.

5. trait L2Norm extends AnyRef

   Trait to compute the L-2 Norm

6. trait LNode[T, U] extends Node[T, U]

   Convenience trait for leaf node of a tree

7. abstract class Node[T, U] extends AnyRef

   Helper class to create indices.

8. abstract class TupleDistance extends AnyRef

   Abstract class to define the distance between tuples of classes that implement the Distance[T] trait

9. case class TupleDistance2[T1, T2](value: (T1, T2))(implicit evidence$1: (T1) ⇒ Distance[T1], evidence$2: (T2) ⇒ Distance[T2]) extends TupleDistance with Distance[(T1, T2)] with L2Norm with Product with Serializable

   TupleDistance2 defines the distance between tuples of two values (not necessarily of the same class).

10. class VPIndex[T, U] extends Index[T, U]

    A VP index to compute nearest neighbor queries.