/Project-Unicom

Prediction for population moving and distribution in Beijing based on last several months

Primary LanguageHTMLMIT LicenseMIT

Project-Unicom

Project for Big data system foundation 2018

Coding Requirements

DeepST uses the following dependencies:

  • Keras and its dependencies are required to use DeepST. Please read Keras Configuration for the configuration setting.
  • Theano or TensorFlow, but Theano is recommended.
  • numpy and scipy
  • HDF5 and h5py
  • pandas
  • CUDA 7.5 or latest version. And cuDNN is highly recommended.

Data of Beijing

涉及三个月的人口统计结果。里面包含，六环内的1km网格数据，包括wkt格式的网格四至，以及shp图，再有就是基于联通人口统计得到的每日每时每网格的人口数，以及人口流入流出数。