ensmallen
mlpack
fast, flexible C++ machine learning library
CFType< DecompositionPolicy, NormalizationType > Member List

This is the complete list of members for CFType< DecompositionPolicy, NormalizationType >, including all inherited members.

CFType(const size_t numUsersForSimilarity=5, const size_t rank=0)CFType< DecompositionPolicy, NormalizationType >
CFType(const MatType &data, const DecompositionPolicy &decomposition=DecompositionPolicy(), const size_t numUsersForSimilarity=5, const size_t rank=0, const size_t maxIterations=1000, const double minResidue=1e-5, const bool mit=false)CFType< DecompositionPolicy, NormalizationType >
CleanData(const arma::mat &data, arma::sp_mat &cleanedData)CFType< DecompositionPolicy, NormalizationType >static
CleanedData() constCFType< DecompositionPolicy, NormalizationType >inline
Decomposition() constCFType< DecompositionPolicy, NormalizationType >inline
GetRecommendations(const size_t numRecs, arma::Mat< size_t > &recommendations)CFType< DecompositionPolicy, NormalizationType >
GetRecommendations(const size_t numRecs, arma::Mat< size_t > &recommendations, const arma::Col< size_t > &users)CFType< DecompositionPolicy, NormalizationType >
Normalization() constCFType< DecompositionPolicy, NormalizationType >inline
NumUsersForSimilarity(const size_t num)CFType< DecompositionPolicy, NormalizationType >inline
NumUsersForSimilarity() constCFType< DecompositionPolicy, NormalizationType >inline
Predict(const size_t user, const size_t item) constCFType< DecompositionPolicy, NormalizationType >
Predict(const arma::Mat< size_t > &combinations, arma::vec &predictions) constCFType< DecompositionPolicy, NormalizationType >
Rank(const size_t rankValue)CFType< DecompositionPolicy, NormalizationType >inline
Rank() constCFType< DecompositionPolicy, NormalizationType >inline
serialize(Archive &ar, const unsigned int)CFType< DecompositionPolicy, NormalizationType >
Train(const arma::mat &data, const DecompositionPolicy &decomposition, const size_t maxIterations=1000, const double minResidue=1e-5, const bool mit=false)CFType< DecompositionPolicy, NormalizationType >
Train(const arma::sp_mat &data, const DecompositionPolicy &decomposition, const size_t maxIterations=1000, const double minResidue=1e-5, const bool mit=false)CFType< DecompositionPolicy, NormalizationType >