BetulaClusterModel |
Models usable in Betula EM clustering.
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BetulaClusterModelFactory |
Factory for initializing the EM models.
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BetulaDiagonalGaussianModelFactory |
Factory for EM with multivariate gaussian models using diagonal matrixes.
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BetulaMultivariateGaussianModelFactory |
Factory for EM with multivariate gaussian models using diagonal matrixes.
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BetulaSphericalGaussianModelFactory |
Factory for EM with multivariate gaussian models using a single variance.
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DiagonalGaussianModel |
Simpler model for a single Gaussian cluster, without covariances.
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DiagonalGaussianModelFactory |
Factory for EM with multivariate gaussian models using diagonal matrixes.
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EMClusterModel |
Models usable in EM clustering.
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EMClusterModelFactory |
Factory for initializing the EM models.
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MultivariateGaussianModel |
Model for a single multivariate Gaussian cluster with arbitrary rotation.
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MultivariateGaussianModelFactory |
Factory for EM with multivariate Gaussian models (with covariance; also known
as Gaussian Mixture Modeling, GMM).
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SphericalGaussianModel |
Simple spherical Gaussian cluster (scaled identity matrixes).
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SphericalGaussianModelFactory |
Factory for EM with multivariate gaussian models using a single variance.
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TextbookMultivariateGaussianModel |
Numerically problematic implementation of the GMM model, using the textbook
algorithm.
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TextbookMultivariateGaussianModelFactory |
Factory for EM with multivariate Gaussian model, using the textbook
algorithm.
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TextbookSphericalGaussianModel |
Simple spherical Gaussian cluster.
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TextbookSphericalGaussianModelFactory |
Factory for EM with multivariate gaussian models using a single variance.
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TwoPassMultivariateGaussianModel |
Model for a single Gaussian cluster, using two-passes for slightly better
numerics.
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TwoPassMultivariateGaussianModelFactory |
Factory for EM with multivariate Gaussian models (with covariance; also known
as Gaussian Mixture Modeling, GMM).
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