Supervised classification using GMM

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I am trying to figure out how will i be able to perform supervised Gaussian mixture model classification on MNIST data set. I have tried to look for sources in the internet for explanation , but failed. Please if someone have any expertise, suggest me a good reading or explanation of the process. Thanks

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