kde_model.hpp File Reference

#include <mlpack/core/tree/binary_space_tree.hpp>
#include <mlpack/core/tree/octree.hpp>
#include <mlpack/core/tree/cover_tree.hpp>
#include <mlpack/core/tree/rectangle_tree.hpp>
#include <mlpack/core.hpp>
#include "kde.hpp"
#include "kde_model_impl.hpp"

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Classes
class	mlpack::kde::KernelNormalizer
	KernelNormalizer holds a set of methods to normalize estimations applying in each case the appropiate kernel normalizer function. More...
class	mlpack::kde::KDEWrapperBase
	KDEWrapperBase is a base wrapper class for holding all KDE types supported by KDEModel. More...
class	mlpack::kde::KDEWrapper< KernelType, TreeType >
	KDEWrapper is a wrapper class for all KDE types supported by KDEModel. More...
class	mlpack::kde::KDEModel
	The KDEModel provides an abstraction for the KDE class, abstracting away the KernelType and TreeType parameters and allowing those to be specified at runtime. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::kde
	Kernel Density Estimation.

Detailed Description

Author

Roberto Hueso

Model for KDE. It abstracts different types of tree, kernels, etc.

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.