Code Monkey home page Code Monkey logo

dmvst-net's Introduction

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

Source code of the paper Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

If you find the code is userful, please cite our paper

@inproceedings{yao2018deep,
  title={Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction},
  author={Yao, Huaxiu and Wu, Fei and Ke, Jintao and Tang, Xianfeng and Jia, Yitian and Lu, Siyu and Gong, Pinghua and Ye, Jieping and Li Zhenhui},
  booktitle={The Thirty-Second AAAI Conference on Artificial Intelligence},
  year={2018}
}

Current Version

I only put the model part on it. Other parts will be put soon.

The model part is just for reference

Requirements

  • keras>=2.0.8
  • tensorflow>=1.3.0
  • python 2.7 (Recommend Anaconda)

Data

This work is an intern work in Didi Chuxing. Due to the privacy policy, we do not provide the raw data. Maybe you can apply a similar type of data in https://outreach.didichuxing.com/appEn-vue/Personal.

dmvst-net's People

Contributors

huaxiuyao avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.