Goodness-of-Fit Tests using Kernelized Stein Discrepancy

demo_gmm | Tests 1-dimensional Gaussian Mixture Models. |

demo_gmm_multi | Tests multidimensional Gaussian Mixture Models. |

demo_iris | Fits Gaussian Mixture model and computes the KSD value for... |

demo_normal_performance | Shows KSD p value change with respect variation in noise |

demo_simple_gamma | Tests 1-dimensional Gamma Distribution with customized... |

demo_simple_gaussian | Tests 1-dimensional Gaussian Distribution with customized... |

gmm | Returns a Gaussian Mixture Model |

KSD | Estimate Kernelized Stein Discrepancy (KSD) |

likelihoodgmm | Calculates the likelihood for a given dataset for a GMM |

perturbgmm | Returns a perturbed model of given GMM |

plotgmm | Plots histogram for 1-d GMM given the dataset |

posteriorgmm | Calculates the posterior probability for a given dataset for... |

rgmm | Generates dataset from Gaussian Mixture Model |

scorefunctiongmm | Score function for given GMM : calculates score function... |

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