/Probabilistic-OD-Estimation

Estimating probabilistic dynamic origin-destination demands

Primary LanguagePython

Estimating probabilistic dynamic origin-destination demands using multi-day traffic data through computational graphs

Authors

  • Wei Ma, Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University
  • Sean Qian, Department of Civil and Environmental Engineering, Carnegie Mellon University

Requirements

  • Python 2.7.13
  • PyTorch 1.1.0
  • Numpy 1.13.3
  • Scipy 0.19.1
  • NetworkX 1.11
  • pickle
  • joblib 0.11
  • pandas 0.18.1
  • sklearn

Instructions

Please clone the whole MAC-POSTS repo, and then install the MAC-POSTS.

Installation

[TODO] The whole installation process can be tricky, please contact us if you meet any issue.

For any questions, please contact wei.w.ma@polyu.edu.hk