Uses of Package
org.openimaj.knn

Packages that use org.openimaj.knn

Package	Description
org.openimaj.knn
org.openimaj.knn.approximate
org.openimaj.knn.lsh
org.openimaj.knn.pq
org.openimaj.ml.annotation.basic
org.openimaj.ml.clustering.assignment.hard
org.openimaj.ml.clustering.assignment.soft
org.openimaj.ml.clustering.dbscan
org.openimaj.ml.clustering.kmeans	K-Means in OpenIMAJ is designed to be both extremely fast and flexible.

Classes in org.openimaj.knn used by org.openimaj.knn

Class and Description
ByteNearestNeighbours Abstract base class for k-nearest-neighbour calculations with byte[] data.
ByteNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
CoordinateIndex Interface representing an index of Coordinates that can have points added to it and can be searched in a variety of ways.
DoubleNearestNeighbours Abstract base class for k-nearest-neighbour calculations with double[] data.
DoubleNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
FloatNearestNeighbours Abstract base class for k-nearest-neighbour calculations with float[] data.
FloatNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
IncrementalNearestNeighbours Extension to K-nearest-neighbour that allows database points to be added dynamically.
IntNearestNeighbours Abstract base class for k-nearest-neighbour calculations with int[] data.
IntNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
LongNearestNeighbours Abstract base class for k-nearest-neighbour calculations with long[] data.
LongNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
NearestNeighbours Interface for k-nearest-neighbour calculations with some data.
NearestNeighboursFactory Interface for factory objects that can produce NearestNeighbours objects for some given data.
ObjectNearestNeighbours Abstract base class for k-nearest-neighbour calculations with any form of object that can be compared with a DistanceComparator.
ObjectNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation for objects with a compatible DistanceComparator.
ShortNearestNeighbours Abstract base class for k-nearest-neighbour calculations with short[] data.
ShortNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.

Classes in org.openimaj.knn used by org.openimaj.knn.approximate

Class and Description
ByteNearestNeighbours Abstract base class for k-nearest-neighbour calculations with byte[] data.
DoubleNearestNeighbours Abstract base class for k-nearest-neighbour calculations with double[] data.
FloatNearestNeighbours Abstract base class for k-nearest-neighbour calculations with float[] data.
IntNearestNeighbours Abstract base class for k-nearest-neighbour calculations with int[] data.
LongNearestNeighbours Abstract base class for k-nearest-neighbour calculations with long[] data.
NearestNeighbours Interface for k-nearest-neighbour calculations with some data.
NearestNeighboursFactory Interface for factory objects that can produce NearestNeighbours objects for some given data.
ShortNearestNeighbours Abstract base class for k-nearest-neighbour calculations with short[] data.

Classes in org.openimaj.knn used by org.openimaj.knn.lsh

Class and Description
IncrementalNearestNeighbours Extension to K-nearest-neighbour that allows database points to be added dynamically.
NearestNeighbours Interface for k-nearest-neighbour calculations with some data.

Classes in org.openimaj.knn used by org.openimaj.knn.pq

Class and Description
ByteNearestNeighbours Abstract base class for k-nearest-neighbour calculations with byte[] data.
ByteNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
DoubleNearestNeighbours Abstract base class for k-nearest-neighbour calculations with double[] data.
DoubleNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
FloatNearestNeighbours Abstract base class for k-nearest-neighbour calculations with float[] data.
FloatNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
IncrementalNearestNeighbours Extension to K-nearest-neighbour that allows database points to be added dynamically.
IntNearestNeighbours Abstract base class for k-nearest-neighbour calculations with int[] data.
IntNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
LongNearestNeighbours Abstract base class for k-nearest-neighbour calculations with long[] data.
LongNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
NearestNeighbours Interface for k-nearest-neighbour calculations with some data.
ShortNearestNeighbours Abstract base class for k-nearest-neighbour calculations with short[] data.
ShortNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.

Classes in org.openimaj.knn used by org.openimaj.ml.annotation.basic

Class and Description
ObjectNearestNeighbours Abstract base class for k-nearest-neighbour calculations with any form of object that can be compared with a DistanceComparator.

Classes in org.openimaj.knn used by org.openimaj.ml.clustering.assignment.hard

Class and Description
ByteNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
DoubleNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
FloatNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
IntNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
LongNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.
ObjectNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation for objects with a compatible DistanceComparator.
ShortNearestNeighboursExact Exact (brute-force) k-nearest-neighbour implementation.

Classes in org.openimaj.knn used by org.openimaj.ml.clustering.assignment.soft

Class and Description
ByteNearestNeighbours Abstract base class for k-nearest-neighbour calculations with byte[] data.
DoubleNearestNeighbours Abstract base class for k-nearest-neighbour calculations with double[] data.
FloatNearestNeighbours Abstract base class for k-nearest-neighbour calculations with float[] data.
IntNearestNeighbours Abstract base class for k-nearest-neighbour calculations with int[] data.
LongNearestNeighbours Abstract base class for k-nearest-neighbour calculations with long[] data.
ShortNearestNeighbours Abstract base class for k-nearest-neighbour calculations with short[] data.

Classes in org.openimaj.knn used by org.openimaj.ml.clustering.dbscan

Class and Description
DoubleNearestNeighbours Abstract base class for k-nearest-neighbour calculations with double[] data.
NearestNeighboursFactory Interface for factory objects that can produce NearestNeighbours objects for some given data.

Classes in org.openimaj.knn used by org.openimaj.ml.clustering.kmeans

Class and Description
ByteNearestNeighbours Abstract base class for k-nearest-neighbour calculations with byte[] data.
ByteNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.
DoubleNearestNeighbours Abstract base class for k-nearest-neighbour calculations with double[] data.
DoubleNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.
FloatNearestNeighbours Abstract base class for k-nearest-neighbour calculations with float[] data.
FloatNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.
IntNearestNeighbours Abstract base class for k-nearest-neighbour calculations with int[] data.
IntNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.
LongNearestNeighbours Abstract base class for k-nearest-neighbour calculations with long[] data.
LongNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.
NearestNeighbours Interface for k-nearest-neighbour calculations with some data.
NearestNeighboursFactory Interface for factory objects that can produce NearestNeighbours objects for some given data.
ObjectNearestNeighbours Abstract base class for k-nearest-neighbour calculations with any form of object that can be compared with a DistanceComparator.
ObjectNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.
ShortNearestNeighbours Abstract base class for k-nearest-neighbour calculations with short[] data.
ShortNearestNeighboursProvider Interface for classes able to expose a k-nearest-neighbour object.