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a toolkit for Location Prediction and Route Planning based on torch

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Name		Name	Last commit message	Last commit date
Latest commit History 60 Commits
config		config
data_extract		data_extract
data_transfer		data_transfer
datasets		datasets
docs		docs
evaluate		evaluate
hmp-docs		hmp-docs
model		model
tasks		tasks
users		users
utils		utils
.gitignore		.gitignore
README.md		README.md
requirements.txt		requirements.txt

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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

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a toolkit for Location Prediction and Route Planning based on torch

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