mlpack 3.4.2
Namespaces | Typedefs
typedef.hpp File Reference
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Namespaces

namespace  mlpack
 Linear algebra utility functions, generally performed on matrices or vectors.
 
namespace  mlpack::tree
 Trees and tree-building procedures.
 

Typedefs

template<typename MetricType , typename StatisticType , typename MatType >
using BallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MidpointSplit >
 A midpoint-split ball tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using KDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MidpointSplit >
 The standard midpoint-split kd-tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using MaxRPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMaxSplit >
 A max-split random projection tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using MeanSplitBallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MeanSplit >
 A mean-split ball tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using MeanSplitKDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MeanSplit >
 A mean-split kd-tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using RPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMeanSplit >
 A mean-split random projection tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using UBTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::CellBound, UBTreeSplit >
 The Universal B-tree. More...
 
template<typename MetricType , typename StatisticType , typename MatType >
using VPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HollowBallBound, VPTreeSplit >
 
template<typename BoundType , typename MatType = arma::mat>
using VPTreeSplit = VantagePointSplit< BoundType, MatType, 100 >
 The vantage point tree (which is also called the metric tree. More...
 

Detailed Description

Author
Ryan Curtin

Template typedefs for the BinarySpaceTree class that satisfy the requirements of the TreeType policy class.

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 typedef.hpp.