def predict_series(
        self, series: Sequence[TimeSeries], **kwargs
    ) -> Sequence[TimeSeries]:
        """Filters the given sequence of target time series with the filtering model.

        Parameters
        ----------
        series
            The sequence of series to filter.
        **kwargs
            Additional parameters passed to the filtering model's `filter()` method.
        """
        return [self.model.filter(s, **kwargs) for s in series]
Filters the given sequence of target time series with the filtering model.

        Parameters
        ----------
        series
            The sequence of series to filter.
        **kwargs
            Additional parameters passed to the filtering model's `filter()` method.
        
darts/ad/anomaly_model/filtering_am.py