xref: /external/tensorflow/tensorflow/contrib/bayesflow/python/ops/hmc.py

# Copyright 2017 The TensorFlow Authors. 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.
# ==============================================================================
"""Hamiltonian Monte Carlo, a gradient-based MCMC algorithm."""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

# go/tf-wildcard-import
from tensorflow.contrib.bayesflow.python.ops.hmc_impl import *  # pylint: disable=wildcard-import,unused-wildcard-import,g-importing-member
from tensorflow.python.util import all_util

_allowed_symbols = [
    "sample_chain",
    "sample_annealed_importance_chain",
    "kernel",
]

all_util.remove_undocumented(__name__, _allowed_symbols)