Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
problem. However, the authors do not perform any kind of hyperparameter search when implementing these models, instead opting to use the default parameters used by the implementation of the models. There is an argument to be made that they also did not tune the linear models, so the comparison is