, including all inherited members.
clusterer | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [private] |
Clusterer() const | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
Clusterer() | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
constraint | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [private] |
Constraint() const | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
Constraint() | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
EMFit(const size_t maxIterations=300, const double tolerance=1e-10, InitialClusteringType clusterer=InitialClusteringType(), CovarianceConstraintPolicy constraint=CovarianceConstraintPolicy()) | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | |
Estimate(const arma::mat &observations, std::vector< arma::vec > &means, std::vector< arma::mat > &covariances, arma::vec &weights, const bool useInitialModel=false) | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | |
Estimate(const arma::mat &observations, const arma::vec &probabilities, std::vector< arma::vec > &means, std::vector< arma::mat > &covariances, arma::vec &weights, const bool useInitialModel=false) | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | |
InitialClustering(const arma::mat &observations, std::vector< arma::vec > &means, std::vector< arma::mat > &covariances, arma::vec &weights) | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [private] |
LogLikelihood(const arma::mat &data, const std::vector< arma::vec > &means, const std::vector< arma::mat > &covariances, const arma::vec &weights) const | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [private] |
maxIterations | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [private] |
MaxIterations() const | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
MaxIterations() | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
tolerance | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [private] |
Tolerance() const | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |
Tolerance() | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > | [inline] |