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      1 # Copyright 2016 The TensorFlow Authors. All Rights Reserved.
      2 #
      3 # Licensed under the Apache License, Version 2.0 (the "License");
      4 # you may not use this file except in compliance with the License.
      5 # You may obtain a copy of the License at
      6 #
      7 #     http://www.apache.org/licenses/LICENSE-2.0
      8 #
      9 # Unless required by applicable law or agreed to in writing, software
     10 # distributed under the License is distributed on an "AS IS" BASIS,
     11 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     12 # See the License for the specific language governing permissions and
     13 # limitations under the License.
     14 # ==============================================================================
     15 """Ops for training linear models.
     16 
     17 ## This package provides optimizers to train linear models.
     18 
     19 @@SdcaModel
     20 @@SparseFeatureColumn
     21 @@SDCAOptimizer
     22 """
     23 from __future__ import absolute_import
     24 from __future__ import division
     25 from __future__ import print_function
     26 
     27 from tensorflow.contrib.linear_optimizer.python.ops.sdca_ops import SdcaModel
     28 from tensorflow.contrib.linear_optimizer.python.ops.sparse_feature_column import SparseFeatureColumn
     29 from tensorflow.contrib.linear_optimizer.python.sdca_optimizer import SDCAOptimizer
     30 
     31 from tensorflow.python.util.all_util import remove_undocumented
     32 remove_undocumented(__name__)
     33