pypots/imputation/revinscinet/data.py
"""
Dataset class for RevIN_SCINet.
"""
# Created by Wenjie Du <wenjay.du@gmail.com>
# License: BSD-3-Clause
from typing import Union
from ..saits.data import DatasetForSAITS
class DatasetForRevINSCINet(DatasetForSAITS):
"""Actually RevIN_SCINet uses the same data strategy as SAITS, needs MIT for training."""
def __init__(
self,
data: Union[dict, str],
return_X_ori: bool,
return_y: bool,
file_type: str = "hdf5",
rate: float = 0.2,
):
super().__init__(data, return_X_ori, return_y, file_type, rate)