neighbor_search.hpp File Reference

#include <mlpack/prereqs.hpp>
#include <vector>
#include <string>
#include <mlpack/core/tree/binary_space_tree.hpp>
#include <mlpack/core/tree/rectangle_tree.hpp>
#include <mlpack/core/tree/binary_space_tree/binary_space_tree.hpp>
#include "neighbor_search_stat.hpp"
#include "sort_policies/nearest_neighbor_sort.hpp"
#include "neighbor_search_rules.hpp"
#include "neighbor_search_impl.hpp"
#include "typedef.hpp"

Include dependency graph for neighbor_search.hpp:

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

Go to the source code of this file.

Classes
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::NeighborSearch< SortPolicy, MetricType, MatType, TreeType, DualTreeTraversalType, SingleTreeTraversalType >
	The NeighborSearch class is a template class for performing distance-based neighbor searches. More...

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

Enumerations
enum	mlpack::neighbor::NeighborSearchMode { NAIVE_MODE, SINGLE_TREE_MODE, DUAL_TREE_MODE, GREEDY_SINGLE_TREE_MODE }
	NeighborSearchMode represents the different neighbor search modes available.

Detailed Description

Author

Ryan Curtin

Defines the NeighborSearch class, which performs an abstract nearest-neighbor-like query on two datasets.

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.