code: def set_params(self, l2_regularization=0.0, optimizer=None, optimizer_kwargs=None):
          
          self.l2_regularization = l2_regularization
          self._optimizer = optimizer
          self._optimizer_kwargs = optimizer_kwargs
          return self
docs: Set the parameters of this estimator.
  
          Returns
          -------
          self