Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
timesteps the lookback window started at. For example, if they were attempting to make a prediction for the period after t=196, instead of using t = 100, 101,…, 196 (the adjacent or “close” window) the authors tried using t = 4, 5,…, 100 (the “far” window). The idea is that forecasting should