Package org.ddogleg.clustering.gmm
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Interface Summary Interface Description InitializeGmm_F64 Selects initial Gaussians for EM algorithm. -
Class Summary Class Description AssignGmm_F64 Given a mixture model it will compute the hard and soft assignment of a point to Gaussians in the cluster.ExpectationMaximizationGmm_F64 Standard expectation maximization based approach to fitting mixture-of-Gaussian models to a set of data.ExpectationMaximizationGmm_F64.PointInfo GaussianGmm_F64 A Gaussian in a Gaussian Mixture Model.GaussianLikelihoodManager Computes the likelihood of a Gaussian distribution.SeedFromKMeans_F64 Initializes the mixture models by applying K-Means first.