Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

If you find our work useful, please cite our paper. @article{wu2025big, title={Big-data empowered traffic signal control could reduce urban carbon emission}, author={Wu, Kan and Ding, Jianrong and Lin ...