MLPACK  1.0.4
Namespaces | Classes
mlpack Namespace Reference

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

Namespaces

namespace  bound
namespace  data
 

Functions to load and save matrices.


namespace  det
 

Density Estimation Trees.


namespace  distribution
 

Probability distributions.


namespace  emst
 

Euclidean Minimum Spanning Trees.


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  mvu
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.