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

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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

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

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