# pylint: disable=g-bad-file-header
# Copyright 2021 DeepMind Technologies Limited. 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.
# ============================================================================

"""Exposing public methods for approximate posterior training."""

# ENN SGD
from neural_testbed.agents.enn_agent import extract_enn_sampler
from neural_testbed.agents.enn_agent import make_learning_curve_enn_agent
from neural_testbed.agents.enn_agent import VanillaEnnAgent
from neural_testbed.agents.enn_agent import VanillaEnnConfig

# ENN losses
from neural_testbed.agents.enn_losses import combine_loss_prior_loss
from neural_testbed.agents.enn_losses import default_enn_loss
from neural_testbed.agents.enn_losses import default_enn_prior_loss
from neural_testbed.agents.enn_losses import gaussian_regression_loss
from neural_testbed.agents.enn_losses import LossCtor
from neural_testbed.agents.enn_losses import regularized_dropout_loss
