#  Copyright 2022 MTS (Mobile Telesystems)
#
#  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
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"""
Subpackage for data preprocessing, including methods for accelerating
experiments.
"""
from .aggregate import AggregatePreprocessor
from .cuped import Cuped, MultiCuped
from .ml_var_reducer import MLVarianceReducer
from .preprocessor import Preprocessor
from .robust import IQRPreprocessor, RobustPreprocessor
from .transformers import BoxCoxTransformer, LogTransformer

__all__ = [
    "AggregatePreprocessor",
    "Cuped",
    "MultiCuped",
    "MLVarianceReducer",
    "Preprocessor",
    "RobustPreprocessor",
    "IQRPreprocessor",
    "BoxCoxTransformer",
    "LogTransformer",
]
