mlpack::gmm Namespace Reference

Gaussian Mixture Models. More...

## Classes | |

class | DiagonalConstraint |

Force a covariance matrix to be diagonal. More... | |

class | DiagonalGMM |

A Diagonal Gaussian Mixture Model. More... | |

class | EigenvalueRatioConstraint |

Given a vector of eigenvalue ratios, ensure that the covariance matrix always has those eigenvalue ratios. More... | |

class | EMFit |

This class contains methods which can fit a GMM to observations using the EM algorithm. More... | |

class | GMM |

A Gaussian Mixture Model (GMM). More... | |

class | NoConstraint |

This class enforces no constraint on the covariance matrix. More... | |

class | PositiveDefiniteConstraint |

Given a covariance matrix, force the matrix to be positive definite. More... | |

Gaussian Mixture Models.