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# Copyright 2017 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.
# ==============================================================================
"""Experimental utilities re:tf.estimator.*."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
# pylint: disable=unused-import,line-too-long,wildcard-import
from tensorflow.contrib.estimator.python.estimator.baseline import *
from tensorflow.contrib.estimator.python.estimator.boosted_trees import *
from tensorflow.contrib.estimator.python.estimator.dnn import *
from tensorflow.contrib.estimator.python.estimator.dnn_linear_combined import *
from tensorflow.contrib.estimator.python.estimator.export import *
from tensorflow.contrib.estimator.python.estimator.extenders import *
from tensorflow.contrib.estimator.python.estimator.head import *
from tensorflow.contrib.estimator.python.estimator.hooks import *
from tensorflow.contrib.estimator.python.estimator.linear import *
from tensorflow.contrib.estimator.python.estimator.logit_fns import *
from tensorflow.contrib.estimator.python.estimator.multi_head import *
from tensorflow.contrib.estimator.python.estimator.replicate_model_fn import *
from tensorflow.contrib.estimator.python.estimator.rnn import *
from tensorflow.python.util.all_util import remove_undocumented
# pylint: enable=unused-import,line-too-long,wildcard-import
_allowed_symbols = [
'add_metrics',
'binary_classification_head',
'clip_gradients_by_norm',
'forward_features',
'InMemoryEvaluatorHook',
'logistic_regression_head',
'multi_class_head',
'multi_head',
'multi_label_head',
'poisson_regression_head',
'regression_head',
'BaselineEstimator',
'DNNEstimator',
'DNNLinearCombinedEstimator',
'LinearEstimator',
'boosted_trees_classifier_train_in_memory',
'boosted_trees_regressor_train_in_memory',
'call_logit_fn',
'dnn_logit_fn_builder',
'linear_logit_fn_builder',
'replicate_model_fn',
'TowerOptimizer',
'RNNClassifier',
'RNNEstimator',
'export_saved_model_for_mode',
'export_all_saved_models',
]
remove_undocumented(__name__, allowed_exception_list=_allowed_symbols)
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