def METHOD_NAME(self, encoded_value) -> List:
    """
    Decodes a single window of a time series into its original domain.
    :param encoded_value: encoded slice of a numerical time series.
    :param dependency_data: used to determine the correct normalizer for the input.
    :return: a list of length TimeseriesSettings.window with decoded values for the forecasted time series.
    """
    ret = []
    for encoded_timestep in torch.split(encoded_value, 1, dim=1):
        ret.extend(self.sub_encoder.decode(encoded_timestep.squeeze(1)))
    return ret