code: def get_layer_params(self, layer_name):
      
      assert layer_name in self.layer_names
  
      out = []
      layer = self.layers[layer_name]
      layer_variables = layer.variables
  
      # For each parameter in a layer.
      for param in layer_variables:
        if param not in out:
          out.append(param)
      return out
docs: Provides access to the parameters of the given layer.
      Works arounds the non-availability of graph collections in
                  eager mode.
      :layer_name: name of the layer for which parameters are
                  required, must be one of the string in the
                  list layer_names
      :return: list of parameters corresponding to the given
                  layer.