def METHOD_NAME(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None:
    """
    Fits the linear regression on some data, this refits the model entirely rather than updating it
    :param train_data: Regression is fit on this
    :param dev_data: This just gets concatenated to the ``train_data``
    """
    self.fit(train_data, dev_data)