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Bigscity-HMP-Toolkit

a toolkit for Location Prediction and Route Planning based on torch

requirement

  • numpy
  • pytorch
  • sklearn
  • geohash2

利用到的开源工具或数据

  • gowalla数据集
  • foursquare数据集(checkins.dat)
  • foursquare数据集(kaggle)(目前使用该数据源作为 foursquare)
  • FPMC 源码

paper list

  • DeepMove: Predicting Human Mobility with Attentional Recurrent Networks
  • Factorizing Personalized Markov Chains for Next-Basket Recommendation