#include <mlpack/prereqs.hpp>#include <mlpack/core/dists/gaussian_distribution.hpp>#include <mlpack/core/dists/diagonal_gaussian_distribution.hpp>#include <mlpack/methods/kmeans/kmeans.hpp>#include "positive_definite_constraint.hpp"#include "em_fit_impl.hpp"
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Classes | |
| class | mlpack::gmm::EMFit< InitialClusteringType, CovarianceConstraintPolicy, Distribution > |
| This class contains methods which can fit a GMM to observations using the EM algorithm. More... | |
Namespaces | |
| mlpack | |
| Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::gmm | |
| Gaussian Mixture Models. | |
Detailed Description
Utility class to fit a GMM using the EM algorithm. Used by GMM::Estimate<>().
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
