Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
the final prediction. Normalized Linear (N-Linear): N-Linear first subtracts the input by the last value of the sequence. The input is then passed into a single linear layer and the subtracted part is added in before making a final prediction. This helps address distribution shifts in the data.