content: # 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.
  # ==============================================================================
  
  # TODO(ptucker,ipolosukhin): Improve descriptions.
  """High level API for learning. See the @{$python/contrib.learn} guide.
  
  @@BaseEstimator
  @@Estimator
  @@Trainable
  @@Evaluable
  @@KMeansClustering
  @@ModeKeys
  @@ModelFnOps
  @@MetricSpec
  @@PredictionKey
  @@DNNClassifier
  @@DNNRegressor
  @@DNNLinearCombinedRegressor
  @@DNNLinearCombinedClassifier
  @@LinearClassifier
  @@LinearRegressor
  @@LogisticRegressor
  
  @@Experiment
  @@ExportStrategy
  @@TaskType
  
  @@NanLossDuringTrainingError
  @@RunConfig
  @@evaluate
  @@infer
  @@run_feeds
  @@run_n
  @@train
  
  @@extract_dask_data
  @@extract_dask_labels
  @@extract_pandas_data
  @@extract_pandas_labels
  @@extract_pandas_matrix
  @@infer_real_valued_columns_from_input
  @@infer_real_valued_columns_from_input_fn
  @@read_batch_examples
  @@read_batch_features
  @@read_batch_record_features
  
  @@InputFnOps
  @@ProblemType
  @@build_parsing_serving_input_fn
  @@make_export_strategy
  """
  
  from __future__ import absolute_import
  from __future__ import division
  from __future__ import print_function
  
  # pylint: disable=wildcard-import
  from tensorflow.contrib.learn.python.learn import *
  # pylint: enable=wildcard-import
  
  from tensorflow.python.util.all_util import remove_undocumented
  
  _allowed_symbols = ['datasets', 'head', 'io', 'models',
                      'monitors', 'NotFittedError', 'ops', 'preprocessing',
                      'utils', 'graph_actions']
  
  remove_undocumented(__name__, _allowed_symbols)
  