swangcs / BusGPS

This project aims at the big data challenges for predicting bus arrival time using GPS datasets.

BusGPS

Introduction

This is a project about processing and learning Bus GPS datasets.

Folders

• data_preprocessing: the scripts used for preprocessing GPS datasets
• model_training: the scripts that use the processed data to train the models to be evaluated
• bus_predict: the scripts that receive the real-time GPS updates and give its corresponding predicted results.
• model_evaluation: the scripts for evaluating the predicted results.

Memebers

• Interns: Dairui LIU, Jingxiang SUN
• Supervisor: Shen WANG