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the idea is very simple actually. The idea is to say well you're going to be replacing the average uh by sampling. Um and there's something that's called GIP
sampling mark of chain Monte Carlo which is essentially does something very simple. It basically says well start with the data sample the states of the
latent variables you know sample the data sample the states of the lat sample the data from these conditional distributions something that you can
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