mlpack Namespace Reference

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

Namespaces
namespace	bound
namespace	cf
	Collaborative filtering.
namespace	data
	Functions to load and save matrices.
namespace	det
	Density Estimation Trees.
namespace	distribution
	Probability distributions.
namespace	emst
	Euclidean Minimum Spanning Trees.
namespace	fastmks
	Fast max-kernel search.
namespace	gmm
	Gaussian Mixture Models.
namespace	hmm
	Hidden Markov Models.
namespace	kernel
	Kernel functions.
namespace	kmeans
	K-Means clustering.
namespace	kpca
namespace	lcc
namespace	math
	Miscellaneous math routines.
namespace	metric
namespace	naive_bayes
	The Naive Bayes Classifier.
namespace	nca
	Neighborhood Components Analysis.
namespace	neighbor
	Neighbor-search routines.
namespace	nmf
namespace	optimization
namespace	pca
namespace	radical
namespace	range
	Range-search routines.
namespace	regression
	Regression methods.
namespace	sparse_coding
namespace	tree
	Trees and tree-building procedures.
namespace	util

Classes
class	CLI
	Parses the command line for parameters and holds user-specified parameters. More...
class	Log
	Provides a convenient way to give formatted output. More...
struct	ParamData
	Aids in the extensibility of CLI by focusing potential changes into one structure. More...
class	Timer
	The timer class provides a way for MLPACK methods to be timed. More...
class	Timers

Detailed Description

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