1 # Copyright 2016 The TensorFlow Authors. All Rights Reserved. 2 # 3 # Licensed unde_sdca_opsr 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 """A Dual Coordinate Ascent optimizer library for training fast linear models. 16 17 @@sdca_optimizer 18 @@sdca_fprint 19 @@sdca_shrink_l1 20 """ 21 22 # pylint: disable=g-bad-name 23 from __future__ import absolute_import 24 from __future__ import division 25 from __future__ import print_function 26 27 from tensorflow.python.framework import ops 28 29 # go/tf-wildcard-import 30 # pylint: disable=wildcard-import 31 from tensorflow.python.ops.gen_sdca_ops import * 32 # pylint: enable=wildcard-import 33 34 from tensorflow.python.util.all_util import remove_undocumented 35 36 ops.NotDifferentiable("SdcaFprint") 37 ops.NotDifferentiable("SdcaOptimizer") 38 ops.NotDifferentiable("SdcaShrinkL1") 39 40 41 remove_undocumented(__name__) 42