Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
is adapted from ITRANSFORMER paper, to consider normalization as a hyperparameter. Reversible Instance Normalization in iTransformer simply applies attention and feed-forward networks on the inverted dimensions, enabling the model to capture multivariate correlations and learn nonlinear