Can we set window size in h2o automl for prediction of time series dataset?

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I am trying to do stock price prediction with time series dataset using h2o automl. If I want to predict next 3 days closing price using previous 5 days history, can I set this kind of window size in h2o automl?

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Unfortunately, H2O AutoML (at least until now) does not implement time series forecasting algorithms (like ARIMA, Holt-Winters).