mlpack
mlpack::cf::CFType< DecompositionPolicy, NormalizationType > Member List

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

CFType(const size_t numUsersForSimilarity=5, const size_t rank=0)mlpack::cf::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)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >
CleanData(const arma::mat &data, arma::sp_mat &cleanedData)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >static
CleanedData() constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
Decomposition() constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
GetRecommendations(const size_t numRecs, arma::Mat< size_t > &recommendations)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >
GetRecommendations(const size_t numRecs, arma::Mat< size_t > &recommendations, const arma::Col< size_t > &users)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >
Normalization() constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
NumUsersForSimilarity(const size_t num)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
NumUsersForSimilarity() constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
Predict(const size_t user, const size_t item) constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >
Predict(const arma::Mat< size_t > &combinations, arma::vec &predictions) constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >
Rank(const size_t rankValue)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
Rank() constmlpack::cf::CFType< DecompositionPolicy, NormalizationType >inline
serialize(Archive &ar, const uint32_t)mlpack::cf::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)mlpack::cf::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)mlpack::cf::CFType< DecompositionPolicy, NormalizationType >