Deep Learning for Time Series Forecasting

The more history that you put in, the attention calculation is quadratic and it kind of explodes. So these guys have very intelligent ways of including longer history with lesser computation. And they do perform better. But then I'm not very firmly on the deep learning for time series forecasting camp yet because I've seen unreasonably effective machine learning models.