Create logq components for mean-field normal family (the entropy estimate)

def create_normal_logq(self,z):
        """
        Create logq components for mean-field normal family (the entropy estimate)
        """
        means, scale = self.get_means_and_scales()
        return ss.norm.logpdf(z,loc=means,scale=scale).sum()