Add `AutoARIMA` model from statsforecast

[alex-hse-repository]

🚀 Feature Request

As the authors of statsforecast state their auto_arima is 20x faster than the version form pmdarima(which we currently use).There for it might be useful to add adapter for this version too.

Proposal

1. Rename current _AutoARIMAAdapter to _PMDarimaAutoARIMAAdapter and PMDarimaAutoARIMAModel
2. Create _StatsForecastAutoARIMAAdapter for the statsforecast AutoArima version, throw error like here in case of in_sample prediction
3. Create StatsForecastAutoARIMAModel(MultiSegmentPredictionIntervalModel)

Test cases

1. Check that the StatsForecastAutoARIMAModel passes the current tests for PMDarimaAutoARIMAModel
2. Add StatsForecastAutoARIMAModel to test_inference

Additional context

sktime adapter version link