ns_model.hpp File Reference

#include <mlpack/core/tree/binary_space_tree.hpp>
#include <mlpack/core/tree/cover_tree.hpp>
#include <mlpack/core/tree/rectangle_tree.hpp>
#include <mlpack/core/tree/spill_tree.hpp>
#include <mlpack/core/tree/octree.hpp>
#include "neighbor_search.hpp"
#include "ns_model_impl.hpp"

Include dependency graph for ns_model.hpp:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
class	mlpack::neighbor::NSWrapperBase
	NSWrapperBase is a base wrapper class for holding all NeighborSearch types supported by NSModel. More...
class	mlpack::neighbor::NSWrapper< SortPolicy, TreeType, DualTreeTraversalType, SingleTreeTraversalType >
	NSWrapper is a wrapper class for most NeighborSearch types. More...
class	mlpack::neighbor::LeafSizeNSWrapper< SortPolicy, TreeType, DualTreeTraversalType, SingleTreeTraversalType >
	LeafSizeNSWrapper wraps any NeighborSearch types that take a leaf size for tree construction. More...
class	mlpack::neighbor::SpillNSWrapper< SortPolicy >
	The SpillNSWrapper class wraps the NeighborSearch class when the spill tree is used. More...
class	mlpack::neighbor::NSModel< SortPolicy >
	The NSModel class provides an easy way to serialize a model, abstracts away the different types of trees, and also reflects the NeighborSearch API. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.

Detailed Description

Author

Ryan Curtin

This is a model for nearest or furthest neighbor search. It is useful in that it provides an easy way to serialize a model, abstracts away the different types of trees, and also (roughly) reflects the NeighborSearch API and automatically directs to the right tree type. It is meant to be used by the knn and kfn bindings.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.