docs: def recover_dual_variables(self,lam,nu,mu,pi):
          """
          Recovers dual variables for original problem.
  
          Parameters
          ----------
          lam : ndarray
          nu : ndarray
          mu : ndarray
          pi : ndarray
          """
  
          return lam,nu,mu,pi