def ts_inverse_transform(
series: TimeSeries,
inverse_fn: Union[
Callable[[np.number], np.number],
Callable[[pd.Timestamp, np.number], np.number],
],
) -> TimeSeries:
return series.map(inverse_fn)
def ts_transform(
series: TimeSeries, fn: Union[Callable[[np.number], np.number],
Callable[[pd.Timestamp, np.number],
np.number]]
) -> TimeSeries:
return series.map(fn)
def ts_transform(series: TimeSeries, fn) -> TimeSeries:
return series.map(fn)
def inverse_transform(self, data: TimeSeries, *args, **kwargs):
super().inverse_transform(data, *args, *kwargs)
return data.map(self._inverse_fn)
def transform(self, data: TimeSeries, *args, **kwargs) -> TimeSeries:
super().transform(data)
return data.map(self._fn)