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< 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]
maxIterationsmlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > [private]
MaxIterations() const mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > [inline]
MaxIterations()mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > [inline]
tolerancemlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > [private]
Tolerance() const mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > [inline]
Tolerance()mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy > [inline]

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