__init__.py

# Copyright 2020, The TensorFlow Privacy Authors.
#
# 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.
"""TensorFlow Privacy library v1 imports.

This module includes classes designed to be compatible with TF1, based on
`tf.compat.v1.train.Optimizer` and `tf.estimator.Estimator`.
"""

importsys

# pylint: disable=g-import-not-at-top

ifhasattr(sys, 'skip_tf_privacy_import'): # Useful for standalone scripts.
pass
else:
# Estimators
fromtensorflow_privacy.privacy.estimators.v1.dnnimportDNNClassifierasDNNClassifierV1

# Optimizers
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportDPAdagradGaussianOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportDPAdagradOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportDPAdamGaussianOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportDPAdamOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportDPGradientDescentGaussianOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportDPGradientDescentOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizerimportmake_optimizer_class

fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportVectorizedDPAdagradOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportVectorizedDPAdamOptimizer
fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportVectorizedDPSGDOptimizer

fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportVectorizedDPAdagrad
fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportVectorizedDPAdam
fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportVectorizedDPSGD
fromtensorflow_privacy.privacy.optimizers.dp_optimizer_vectorizedimportmake_vectorized_optimizer_class