1# Copyright 2017 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 and estimators that enable explicit kernel methods in TensorFlow. 16 17@@KernelLinearClassifier 18@@RandomFourierFeatureMapper 19@@sparse_multiclass_hinge_loss 20""" 21from __future__ import absolute_import 22from __future__ import division 23from __future__ import print_function 24 25from tensorflow.contrib.kernel_methods.python.kernel_estimators import KernelLinearClassifier 26from tensorflow.contrib.kernel_methods.python.losses import sparse_multiclass_hinge_loss 27from tensorflow.contrib.kernel_methods.python.mappers.random_fourier_features import RandomFourierFeatureMapper 28 29from tensorflow.python.util.all_util import remove_undocumented 30remove_undocumented(__name__) 31