NAME¶

mlpack::amf::CompleteIncrementalTermination< TerminationPolicy > -

SYNOPSIS¶

Public Member Functions¶

CompleteIncrementalTermination (TerminationPolicy t_policy=TerminationPolicy()) const double & Index () template<class MatType > void Initialize (const MatType &V) void Initialize (const arma::sp_mat &V) bool IsConverged (arma::mat &W, arma::mat &H) const size_t & Iteration () const size_t & MaxIterations ()

Private Attributes¶

size_t incrementalIndex size_t iteration TerminationPolicy t_policy

Detailed Description¶

template<class TerminationPolicy>class mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >¶

Definition at line 31 of file complete_incremental_termination.hpp.

Constructor & Destructor Documentation¶

template<class TerminationPolicy > mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >:: CompleteIncrementalTermination (TerminationPolicyt_policy = TerminationPolicy()) [inline]¶

Definition at line 34 of file complete_incremental_termination.hpp.

Member Function Documentation¶

template<class TerminationPolicy > const double& mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Index () [inline]¶

Definition at line 62 of file complete_incremental_termination.hpp. References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy > template<class MatType > void mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize (const MatType &V) [inline]¶

Definition at line 38 of file complete_incremental_termination.hpp. References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy > void mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize (const arma::sp_mat &V) [inline]¶

Definition at line 46 of file complete_incremental_termination.hpp. References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy > bool mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged (arma::mat &W, arma::mat &H) [inline]¶

Definition at line 54 of file complete_incremental_termination.hpp. References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy > const size_t& mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Iteration () [inline]¶

Definition at line 66 of file complete_incremental_termination.hpp. References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration.

template<class TerminationPolicy > const size_t& mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::MaxIterations () [inline]¶

Definition at line 71 of file complete_incremental_termination.hpp. References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

Member Data Documentation¶

template<class TerminationPolicy > size_t mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex [private]¶

Definition at line 79 of file complete_incremental_termination.hpp. Referenced by mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize(), and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged().

template<class TerminationPolicy > size_t mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration [private]¶

Definition at line 80 of file complete_incremental_termination.hpp. Referenced by mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize(), mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged(), and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Iteration().

template<class TerminationPolicy > TerminationPolicy mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy [private]¶

Definition at line 77 of file complete_incremental_termination.hpp. Referenced by mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Index(), mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize(), mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged(), and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::MaxIterations().

Author¶

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