text: # Copyright 2018, The TensorFlow Federated Authors.
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #      http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  """Libraries for developing Federated Learning algorithms."""
  
  from tensorflow_federated.python.learning.framework.encoding_utils import build_encoded_broadcast_process_from_model
  from tensorflow_federated.python.learning.framework.optimizer_utils import build_model_delta_optimizer_process
  from tensorflow_federated.python.learning.framework.optimizer_utils import build_stateless_broadcaster
  from tensorflow_federated.python.learning.framework.optimizer_utils import ClientDeltaFn
  from tensorflow_federated.python.learning.framework.optimizer_utils import ClientOutput
  from tensorflow_federated.python.learning.framework.optimizer_utils import ServerState
  from tensorflow_federated.python.learning.model_utils import ModelWeights
  from tensorflow_federated.python.learning.model_utils import parameter_count_from_model
  from tensorflow_federated.python.learning.model_utils import weights_type_from_model
  