Pyraformer: Low-complexity Pyramidal Attention for Long-range Time Series Modeling and Forecasting This is the Pytorch implementation of Pyraformer (Pyramidal Attention based Transformer) in the ICLR paper: Pyraformer: Low-complexity Pyramidal Attention for Long-range Time Series Modeling and Forecasting.