[BUG] Add temporary fix to _BaseWindowForecaster to handle simultaneous in and out-of-sample forecasts #4812
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Added temporary fix to _BaseWindowForecaster to handle simultaneous in and out-of-sample forecasts (see #4773). Also added a test to check if NaiveForecaster and BaseWindowForecaster work as expected.
Reference Issues/PRs
Fixes #4773
What does this implement/fix? Explain your changes.
Added an if clause to _BaseWindowForecaster _predict method to correctly concatenate the outputs of in and out of sample forecasts.
Does your contribution introduce a new dependency? If yes, which one?
No
Did you add any tests for the change?
Added
test_insample_and_outofsample_forecasting
tosktime/forecasting/tests/test_window_forecasters.py
Any other comments?
As this is my first contribution to this package, I'm not sure if I'm skipping some name or other convention. Please feel free to highlight if something should be altered in this PR.