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Alitianchi-Guizhou-TravelTime-Prediction

“数聚华夏 创享未来”**数据创新行——智慧交通预测挑战赛

比赛地址及其说明在这里

参赛成员

张杰民 [email protected]

胡盛菁 [email protected]

杨双成 [email protected]

第一次参加数据科学类的比赛,排名在43/1716,三人初次合作都比较不易,但是经过这次比赛的磨合,期待在以后参加的比赛中获得更好的成绩~

看到github上有非常多优秀关于数据大赛的分享,我们打算也分享一下我们这次比赛的一些代码,算是对我们本次比赛的记录,如果大家发现在项目中有任何问题,欢迎写邮件向我们反馈,当然我们更是非常欢迎能有志同道合的朋友相互认识,相互学习,一起不断研究Machine learning & Deep learning

本文件中一共有三个文档,分别是:

  • dataprocessing.py

    对于时间信息的拆分,填补了缺失值,并对异常值进行清洗

  • feature.py

    计算了一些统计信息,包括一些周平均值等,更详细的信息请查看代码

  • model.py

    运用了XGBoost和NN网络,并进行Ensemble

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