Go to the source code of this file.
Classes | |
class | AbsErrorVisitor |
AbsErrorVisitor modifies absolute error tolerance for a KDEType. More... | |
class | BandwidthVisitor |
BandwidthVisitor modifies the bandwidth of a KDEType kernel. More... | |
class | DeleteVisitor |
class | DualBiKDE |
DualBiKDE computes a Kernel Density Estimation on the given KDEType. More... | |
class | DualMonoKDE |
DualMonoKDE computes a Kernel Density Estimation on the given KDEType. More... | |
class | KDEModel |
class | KernelNormalizer |
KernelNormalizer holds a set of methods to normalize estimations applying in each case the appropiate kernel normalizer function. More... | |
class | MCBreakCoefVisitor |
MCBreakCoefVisitor sets the Monte Carlo break coefficient. More... | |
class | MCEntryCoefVisitor |
MCEntryCoefVisitor sets the Monte Carlo entry coefficient. More... | |
class | MCProbabilityVisitor |
MCProbabilityVisitor sets the Monte Carlo probability for a given KDEType. More... | |
class | MCSampleSizeVisitor |
MCSampleSizeVisitor sets the Monte Carlo intial sample size for a given KDEType. More... | |
class | ModeVisitor |
ModeVisitor exposes the Mode() method of the KDEType. More... | |
class | MonteCarloVisitor |
MonteCarloVisitor activates or deactivates Monte Carlo for a given KDEType. More... | |
class | RelErrorVisitor |
RelErrorVisitor modifies relative error tolerance for a KDEType. More... | |
class | TrainVisitor |
TrainVisitor trains a given KDEType using a reference set. More... | |
Namespaces | |
mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
mlpack::kde | |
Kernel Density Estimation. | |
Typedefs | |
template | |
using | KDEType = KDE< KernelType, metric::EuclideanDistance, arma::mat, TreeType, TreeType< metric::EuclideanDistance, kde::KDEStat, arma::mat >::template DualTreeTraverser, TreeType< metric::EuclideanDistance, kde::KDEStat, arma::mat >::template SingleTreeTraverser > |
Alias template. More... | |
Functions | |
BOOST_TEMPLATE_CLASS_VERSION (template<>, mlpack::kde::KDEModel, 1) | |
Set the serialization version of the KDEModel class. More... | |
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.
Definition in file kde_model.hpp.
BOOST_TEMPLATE_CLASS_VERSION | ( | template<> | , |
mlpack::kde::KDEModel | , | ||
1 | |||
) |
Set the serialization version of the KDEModel class.
Referenced by KDEModel::MCBreakCoefficient().