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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def get_X_gradients(self, X):
 """Get the gradients of the posterior distribution of X in its specific form."""

        return X.mean.gradient, X.variance.gradient, X.binary_prob.gradient