mlpack::amf::MergeInitialization< WInitializationRuleType, HInitializationRuleType > Class Template Reference

This initialization rule for AMF simply takes in two initialization rules, and initialize W with the first rule and H with the second rule. More...

#include <merge_init.hpp>

Public Member Functions
	MergeInitialization (const WInitializationRuleType &wInitRule, const HInitializationRuleType &hInitRule)
template<typename MatType >
void	Initialize (const MatType &V, const size_t r, arma::mat &W, arma::mat &H)
	Initialize W and H with the corresponding initialization rules. More...

Detailed Description

template<typename WInitializationRuleType, typename HInitializationRuleType>
class mlpack::amf::MergeInitialization< WInitializationRuleType, HInitializationRuleType >

This initialization rule for AMF simply takes in two initialization rules, and initialize W with the first rule and H with the second rule.

Member Function Documentation

Initialize()

template<typename WInitializationRuleType , typename HInitializationRuleType >

template<typename MatType >

void mlpack::amf::MergeInitialization< WInitializationRuleType, HInitializationRuleType >::Initialize ( const MatType &  V, const size_t  r, arma::mat &  W, arma::mat &  H  )

inline

Initialize W and H with the corresponding initialization rules.

Parameters

V	Input matrix.
r	Rank of decomposition.
W	W matrix, to be initialized to given matrix.
H	H matrix, to be initialized to given matrix.

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The documentation for this class was generated from the following file:

• src/mlpack/methods/amf/init_rules/merge_init.hpp