pip install -r requirements.txt

python -u main_polla_exp.py --model polladiff --data metr --seq_len 12 --pred_len 12 --d_model 64 --n_layers 3 --n_heads 8 --d_ff 256 --train_epochs 4 --patience 10 --itr 2 --loss mae

@article{haoyietal-polla-2021,
  author    = {Haoyi Zhou and
               Hao Peng and
               Jieqi Peng and
               Shuai Zhang and
               Jianxin Li},
  title     = {{POLLA:} Enhancing the Local Structure Awareness in Long Sequence
               Spatial-temporal Modeling},
  journal   = {{ACM} Transactions on Intelligent Systems and Technology},
  volume    = {12},
  number    = {6},
  pages     = {69:1--69:24},
  year      = {2021},
  doi       = {10.1145/3447987},
}