mlpack: mlpack Namespace Reference
mlpack  master
mlpack Namespace Reference

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

Namespaces

 adaboost
 
 amf
 
Alternating Matrix Factorization.
 
 ann
 
Artificial Neural Network.
 
 bound
 
 cf
 
Collaborative filtering.
 
 cv
 
 data
 
Functions to load and save matrices and models.
 
 dbscan
 
 decision_stump
 
 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.
 
 kernel
 
Kernel functions.
 
 kmeans
 
K-Means clustering.
 
 kpca
 
 lcc
 
 math
 
Miscellaneous math routines.
 
 matrix_completion
 
 meanshift
 
Mean shift clustering.
 
 metric
 
 mvu
 
 naive_bayes
 
The Naive Bayes Classifier.
 
 nca
 
Neighborhood Components Analysis.
 
 neighbor
 
 nn
 
 optimization
 
 pca
 
 perceptron
 
 radical
 
 range
 
Range-search routines.
 
 regression
 
Regression methods.
 
 rl
 
 sfinae
 
 sparse_coding
 
 svd
 
 tree
 
Trees and tree-building procedures.
 
 util
 

Classes

class  Backtrace
 Provides a backtrace. More...

 
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...

 
class  Timer
 The timer class provides a way for mlpack methods to be timed. More...

 
class  Timers
 

Functions

void CheckMatrices (const arma::mat &x, const arma::mat &xmlX, const arma::mat &textX, const arma::mat &binaryX)
 
void CheckMatrices (const arma::Mat< size_t > &x, const arma::Mat< size_t > &xmlX, const arma::Mat< size_t > &textX, const arma::Mat< size_t > &binaryX)
 
template
<
typename
T
,
typename
IArchiveType
,
typename
OArchiveType
>
void SerializeObject (T &t, T &newT)
 
template
<
typename
T
>
void SerializeObjectAll (T &t, T &xmlT, T &textT, 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 *&textT, T *&binaryT)
 
template
<
typename
CubeType
>
void TestAllArmadilloSerialization (arma::Cube< CubeType > &x)
 
template
<
typename
MatType
>
void TestAllArmadilloSerialization (MatType &x)
 
template
<
typename
CubeType
,
typename
IArchiveType
,
typename
OArchiveType
>
void TestArmadilloSerialization (arma::Cube< CubeType > &x)
 
template
<
typename
MatType
,
typename
IArchiveType
,
typename
OArchiveType
>
void TestArmadilloSerialization (MatType &x)
 

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:

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.

Function Documentation

◆ CheckMatrices() [1/2]

void mlpack::CheckMatrices ( const arma::mat &  x,
const arma::mat &  xmlX,
const arma::mat &  textX,
const arma::mat &  binaryX 
)

◆ CheckMatrices() [2/2]

void mlpack::CheckMatrices ( const arma::Mat< size_t > &  x,
const arma::Mat< size_t > &  xmlX,
const arma::Mat< size_t > &  textX,
const arma::Mat< size_t > &  binaryX 
)

◆ SerializeObject()

template
<
typename
T
,
typename
IArchiveType
,
typename
OArchiveType
>
void mlpack::SerializeObject ( T &  t,
T &  newT 
)

Definition at line 176 of file serialization.hpp.

References mlpack::data::binary, and mlpack::data::CreateNVP().

Referenced by SerializeObjectAll().

◆ SerializeObjectAll()

template
<
typename
T
>
void mlpack::SerializeObjectAll ( T &  t,
T &  xmlT,
T &  textT,
T &  binaryT 
)

Definition at line 212 of file serialization.hpp.

References SerializeObject().

◆ SerializePointerObject()

template
<
typename
T
,
typename
IArchiveType
,
typename
OArchiveType
>
void mlpack::SerializePointerObject ( T *  t,
T *&  newT 
)

Definition at line 224 of file serialization.hpp.

References mlpack::data::binary, and mlpack::data::CreateNVP().

Referenced by SerializePointerObjectAll().

◆ SerializePointerObjectAll()

template
<
typename
T
>
void mlpack::SerializePointerObjectAll ( T *  t,
T *&  xmlT,
T *&  textT,
T *&  binaryT 
)

Definition at line 259 of file serialization.hpp.

References CheckMatrices(), and SerializePointerObject().

◆ TestAllArmadilloSerialization() [1/2]

template
<
typename
CubeType
>
void mlpack::TestAllArmadilloSerialization ( arma::Cube< CubeType > &  x)

Definition at line 97 of file serialization.hpp.

References TestArmadilloSerialization().

◆ TestAllArmadilloSerialization() [2/2]

template
<
typename
MatType
>
void mlpack::TestAllArmadilloSerialization ( MatType &  x)

Definition at line 163 of file serialization.hpp.

References TestArmadilloSerialization().

◆ TestArmadilloSerialization() [1/2]

template
<
typename
CubeType
,
typename
IArchiveType
,
typename
OArchiveType
>
void mlpack::TestArmadilloSerialization ( arma::Cube< CubeType > &  x)

Definition at line 33 of file serialization.hpp.

References mlpack::data::binary.

Referenced by TestAllArmadilloSerialization().

◆ TestArmadilloSerialization() [2/2]

template
<
typename
MatType
,
typename
IArchiveType
,
typename
OArchiveType
>
void mlpack::TestArmadilloSerialization ( MatType &  x)

Definition at line 111 of file serialization.hpp.

References mlpack::data::binary.