ns_model.hpp File Reference

Include dependency graph for ns_model.hpp:

Go to the source code of this file.

Classes
class	BiSearchVisitor< SortPolicy >
	BiSearchVisitor executes a bichromatic neighbor search on the given NSType. More...
class	DeleteVisitor
	DeleteVisitor deletes the given NSType instance. More...
class	EpsilonVisitor
	EpsilonVisitor exposes the Epsilon method of the given NSType. More...
class	MonoSearchVisitor
	MonoSearchVisitor executes a monochromatic neighbor search on the given NSType. More...
class	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...
class	ReferenceSetVisitor
	ReferenceSetVisitor exposes the referenceSet of the given NSType. More...
class	SearchModeVisitor
	SearchModeVisitor exposes the SearchMode() method of the given NSType. More...
class	TrainVisitor< SortPolicy >
	TrainVisitor sets the reference set to a new reference set on the given NSType. More...

Namespaces
	mlpack
	.hpp
	mlpack::neighbor

Typedefs
template < typename SortPolicy , template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType >
using	NSType = NeighborSearch< SortPolicy, metric::EuclideanDistance, arma::mat, TreeType, TreeType< metric::EuclideanDistance, NeighborSearchStat< SortPolicy >, arma::mat >::template DualTreeTraverser >
	Alias template for euclidean neighbor search. More...

Functions
	BOOST_TEMPLATE_CLASS_VERSION (template< typename SortPolicy >, mlpack::neighbor::NSModel< SortPolicy >, 1)
	Set the serialization version of the NSModel class. More...

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 reflects the NeighborSearch API and automatically directs to the right tree type.

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.

Definition in file ns_model.hpp.

Function Documentation

BOOST_TEMPLATE_CLASS_VERSION()

BOOST_TEMPLATE_CLASS_VERSION	(	template < typename SortPolicy >	,
		mlpack::neighbor::NSModel< SortPolicy >	,
		1
	)

Set the serialization version of the NSModel class.

Referenced by NSModel< SortPolicy >::RandomBasis().