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mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > Member List

This is the complete list of members for mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >, including all inherited members.

clusterermlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >private
Clusterer() const mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >inline
Clusterer()mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >inline
constraintmlpack::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< distribution::GaussianDistribution > &dists, arma::vec &weights, const bool useInitialModel=false)mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >
Estimate(const arma::mat &observations, const arma::vec &probabilities, std::vector< distribution::GaussianDistribution > &dists, arma::vec &weights, const bool useInitialModel=false)mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >
InitialClustering(const arma::mat &observations, std::vector< distribution::GaussianDistribution > &dists, arma::vec &weights)mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >private
LogLikelihood(const arma::mat &data, const std::vector< distribution::GaussianDistribution > &dists, const arma::vec &weights) const mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >private
maxIterationsmlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >private
MaxIterations() const mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >inline
MaxIterations()mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >inline
Serialize(Archive &ar, const unsigned int version)mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >
tolerancemlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >private
Tolerance() const mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >inline
Tolerance()mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy >inline