Score function for given GMM : calculates score function dlogp(x)/dx for a given Gaussian Mixture Model
Score function for given GMM : calculates score function dlogp(x)/dx for a given Gaussian Mixture Model
scorefunctiongmm(model = NULL, X = NULL)
model |
: The Gaussian Mixture Model |
X |
(n by d): The dataset of interest, where n is the number of samples and d is the dimension |
y : The score computed by the given function
# Compute score for a given gaussianmixture model and dataset model <- gmm() X <- rgmm(model) score <- scorefunctiongmm(model=model, X=X)
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