LibCity is a unified open-source library for urban spatial-temporal data mining and traffic prediction. It implements deep learning models including traffic flow prediction, traffic speed prediction, trajectory prediction, and ETA estimation in a systematic PyTorch-based pipeline. The library provides standardized datasets, model implementations, and evaluation tools to support reproducible research in the traffic prediction field.