Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
architecture to other sequential-modeling problems, specifically in the area of time series forecasting (also known as Long-Term Time Series Forecasting or LTSF). The attention mechanism seemed to be a perfect method to extract some of the long-term correlations present in long sequences. However,