mlpack Namespace Reference

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

Namespaces
	amf
	Alternating Matrix Factorization.
	ann
	Artificial Neural Network.
	cf
	Collaborative filtering.
	data
	Functions to load and save matrices and models.
	det
	Density Estimation Trees.
	distribution
	Probability distributions.
	emst
	Euclidean Minimum Spanning Trees.
	fastmks
	Fast max-kernel search.
	gmm
	Gaussian Mixture Models.
	hmm
	Hidden Markov Models.
	kde
	Kernel Density Estimation.
	kernel
	Kernel functions.
	kmeans
	K-Means clustering.
	lmnn
	Large Margin Nearest Neighbor.
	math
	Miscellaneous math routines.
	matrix_utils
	meanshift
	Mean shift clustering.
	naive_bayes
	The Naive Bayes Classifier.
	nca
	Neighborhood Components Analysis.
	preprocess_json_params
	range
	Range-search routines.
	regression
	Regression methods.
	tree
	Trees and tree-building procedures.

Classes
class	Backtrace
	Provides a backtrace. More...
class	IO
	Parses the command line for parameters and holds user-specified parameters. More...
class	Log
	Provides a convenient way to give formatted output. More...
class	Timer
	The timer class provides a way for mlpack methods to be timed. More...
class	Timers

Functions
template<typename T >
T::elem_type *	GetMemory (T &m)
	Return the matrix's allocated memory pointer, unless the matrix is using its internal preallocated memory, in which case we copy that and return a pointer to the memory we just made.
void	mlpackSetParamDouble (const char *identifier, double value)
	Set the double parameter to the given value.
void	mlpackSetParamInt (const char *identifier, int value)
	Set the int parameter to the given value.
void	mlpackSetParamFloat (const char *identifier, float value)
	Set the float parameter to the given value.
void	mlpackSetParamBool (const char *identifier, bool value)
	Set the bool parameter to the given value.
void	mlpackSetParamString (const char *identifier, const char *value)
	Set the string parameter to the given value.
void	mlpackSetParamVectorInt (const char *identifier, const long long *ints, const size_t length)
	Set the int vector parameter to the given value.
void	mlpackSetParamVectorStrLen (const char *identifier, const size_t length)
	Call IO::SetParam<std::vector<std::string>>() to set the length.
void	mlpackSetParamVectorStr (const char *identifier, const char *str, const size_t element)
	Set the string vector parameter to the given value.
void	mlpackSetParamPtr (const char *identifier, const double *ptr)
	Set the parameter to the given value, given that the type is a pointer.
bool	mlpackHasParam (const char *identifier)
	Check if IO has a specified parameter.
const char *	mlpackGetParamString (const char *identifier)
	Get the string parameter associated with specified identifier.
double	mlpackGetParamDouble (const char *identifier)
	Get the double parameter associated with specified identifier.
int	mlpackGetParamInt (const char *identifier)
	Get the int parameter associated with specified identifier.
bool	mlpackGetParamBool (const char *identifier)
	Get the bool parameter associated with specified identifier.
void *	mlpackGetVecIntPtr (const char *identifier)
	Get the vector<int> parameter associated with specified identifier.
const char *	mlpackGetVecStringPtr (const char *identifier, const size_t i)
	Get the vector<string> parameter associated with specified identifier.
int	mlpackVecIntSize (const char *identifier)
	Get the vector<int> parameter's size.
int	mlpackVecStringSize (const char *identifier)
	Get the vector<string> parameter's size.
void	mlpackSetPassed (const char *name)
	Set parameter as passed.
void	mlpackResetTimers ()
	Reset the status of all timers.
void	mlpackEnableTimers ()
	Enable timing.
void	mlpackDisableBacktrace ()
	Disable backtraces.
void	mlpackEnableVerbose ()
	Turn verbose output on.
void	mlpackDisableVerbose ()
	Turn verbose output off.
void	mlpackClearSettings ()
	Clear settings.
void	mlpackRestoreSettings (const char *name)
	Restore Settings.
void	CheckMatrices (const arma::mat &x, const arma::mat &xmlX, const arma::mat &jsonX, const arma::mat &binaryX)
void	CheckMatrices (const arma::Mat< size_t > &x, const arma::Mat< size_t > &xmlX, const arma::Mat< size_t > &jsonX, const arma::Mat< size_t > &binaryX)
void	CheckMatrices (const arma::cube &x, const arma::cube &xmlX, const arma::cube &jsonX, const arma::cube &binaryX)
template<typename CubeType , typename IArchiveType , typename OArchiveType >
void	TestArmadilloSerialization (arma::Cube< CubeType > &x)
template<typename CubeType >
void	TestAllArmadilloSerialization (arma::Cube< CubeType > &x)
template<typename MatType , typename IArchiveType , typename OArchiveType >
void	TestArmadilloSerialization (MatType &x)
template<typename MatType >
void	TestAllArmadilloSerialization (MatType &x)
template<typename T , typename IArchiveType , typename OArchiveType >
void	SerializeObject (T &t, T &newT)
template<typename T >
void	SerializeObjectAll (T &t, T &xmlT, T &jsonT, T &binaryT)
template<typename T , typename IArchiveType , typename OArchiveType >
void	SerializePointerObject (T *t, T *&newT)
template<typename T >
void	SerializePointerObjectAll (T *t, T *&xmlT, T *&jsonT, T *&binaryT)

Detailed Description

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

This class is used to update the weightVectors matrix according to the simple update rule as discussed by Rosenblatt:

In case it hasn't been included yet.

This is an autogenerated file that allows convenient imports of mlpack
functionality.

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.

if a vector x has been incorrectly classified by a weight w, then w = w - x and w'= w'+ x

where w' is the weight vector which correctly classifies x.