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Add baseline persistence model forecaster #676

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@GiGiKoneti

To support evaluating weather models against a persistence baseline, we should implement a baseline persistence model. This model will simply output the initial state repeated for all future steps, allowing standard evaluation metrics to be computed for a persistence baseline.

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