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When setting
recurrent=Truein recursive models (LSTM, GRU, RNN) there is a bug that ignores the latest available ground truth in the forecast (i.e., off-by-one error). This makes forecasts slightly worse, thus fixing the bug improves forecast quality when making forecasts withrecursive=True.