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[ENH] add ExpandingWindowSplitter as default cv in BaseForecaster.update_predict #2679

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merged 3 commits into from Jun 2, 2022

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@fkiraly fkiraly commented May 22, 2022

This PR adds ExpandingWindowSplitter, with default parameters, as default cv in BaseForecaster.update_predict.

This results in update_predict updating and forecasting individual data points, successively, if no cv argument is specified.

This is, in my opinion, arguably the most sensible default, since other choices would be arbitrary.

@fkiraly fkiraly added the module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting label May 22, 2022
@fkiraly fkiraly merged commit 5c93a88 into main Jun 2, 2022
@fkiraly fkiraly deleted the update_predict-default-cv branch June 2, 2022 19:08
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