Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models

This repository contains the code and resources used in the paper titled 'Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models.' It includes data preprocessing scripts, custom Transformer and LSTM architectures, as well as training and evaluation pipelines.本代码仓库收录了题为《基于密集型智能手机全球定位系统（Global Positioning System，GPS）轨迹与Transformer模型的人类移动性预测》的论文所使用的全部代码与相关资源。本仓库涵盖数据预处理脚本、自定义Transformer架构与长短期记忆网络（Long Short-Term Memory，LSTM）架构，以及完整的训练与评估流程。