mindspore2022/mindspore/explainer/benchmark/__init__.py

28 lines
1007 B
Python

# Copyright 2020 Huawei Technologies Co., Ltd
#
# 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.
# ============================================================================
"""Predefined XAI metrics."""
from ._attribution.class_sensitivity import ClassSensitivity
from ._attribution.faithfulness import Faithfulness
from ._attribution.localization import Localization
from ._attribution.robustness import Robustness
__all__ = [
"ClassSensitivity",
"Faithfulness",
"Localization",
"Robustness"
]