code: def dnde_deriv(self, x, params=None):
          
          params = self.params if params is None else params
          return np.squeeze(self.eval_dnde_deriv(x, params, self.scale,
                                                 self.extra_params))
docs: Evaluate derivative of the differential flux with respect to E.