WenjieDu/PyPOTS

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pypots/imputation/nonstationary_transformer/__init__.py

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"""
The package of the partially-observed time-series imputation model Nonstationary-Transformer.

Refer to the paper
`Yong Liu, Haixu Wu, Jianmin Wang, Mingsheng Long.
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting.
Advances in Neural Information Processing Systems 35 (2022): 9881-9893.
<https://proceedings.neurips.cc/paper_files/paper/2022/file/4054556fcaa934b0bf76da52cf4f92cb-Paper-Conference.pdf>`_

Notes
-----
This implementation is inspired by the official one https://github.com/thuml/Nonstationary_Transformers

"""

# Created by Wenjie Du <wenjay.du@gmail.com>
# License: BSD-3-Clause


from .model import NonstationaryTransformer

__all__ = [
    "NonstationaryTransformer",
]