from tensorflow.contrib.distributions.python.ops import distribution_util

            (1. + self.alpha) * math_ops.digamma(self.alpha))

  @distribution_util.AppendDocstring(
      """The mean of an inverse gamma distribution is `beta / (alpha - 1)`,
