text: # Copyright 2016 The TensorFlow Authors. All Rights Reserved.
  #
  # 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.
  # ==============================================================================
  """Monte Carlo integration and helpers.
  
  See the @{$python/contrib.bayesflow.monte_carlo} guide.
  """
  
  from __future__ import absolute_import
  from __future__ import division
  from __future__ import print_function
  
  # go/tf-wildcard-import
  # pylint: disable=wildcard-import
  from tensorflow.contrib.bayesflow.python.ops.monte_carlo_impl import *
  # pylint: enable=wildcard-import
  from tensorflow.python.util.all_util import remove_undocumented
  
  _allowed_symbols = [
      'expectation',
      'expectation_importance_sampler',
      'expectation_importance_sampler_logspace',
  ]
  
  remove_undocumented(__name__, _allowed_symbols)
  