This is the repository of our paper "Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting" and it is implemented in Pytorch. Some baselines are also implemented in this repository.
- matplotlib 3.3.3
- numpy 1.18.5
- pandas 1.2.2
- scikit-learn 1.0.1
- scipy 1.6.0
- statsmodels 0.13.0
- torch 1.2.0
- tqdm 4.62.3
| baseline | |
|---|---|
| HA | python ARIMA/Arima_Main.py |
| ARIMA | python HA/HA_main.py |
| SVR | python SVR/SVR_main.py |
| LightGBM | python Lightgbm/Lightgbm_main.py |
| STGCN | python train_zhengzhou.py |
| ASTGCN | python train_zhengzhou.py |
all results will be printed to console