Giter Club home page Giter Club logo

paris-traffic-prediction's Introduction

Paris road traffic Prediction

thank to data published by OpenData-Paris : OpenData-Paris-Traffic . look Pièces jointes rubric

gps localisation of sensors : OpenData-Paris-GPS-sensors .

alt text

Full video : https://vimeo.com/248162106

alt text

Mandarina Project

To parse and store to SQLite database

you simply need to personalize the parameters of the only function call at the end of the file , then run :
python3 parseFill_BD_Pandas.py

Create an HTML/JavaScript Mapping file:

you simply need to uncomment function call at the end of the file to get the selected map
python3 mapPrinter.py

Create Decision Tree or Random Forest ( predictions )

you can edit the Query of the data train Set who fit the model , by default we predict values of the month of november2017
pyhton3 predict2.py

Show the decision tree :

dot -Tx11 my_dot_file.dot
dot -Tpng my_dot_file.dot > output.png

Plot the year X , run :

python3 plotFileAverage.py 2013
python3 plotFileAverage.py 2014
python3 plotFileAverage.py 2015
python3 plotFileAverage.py 2016
python3 plotFileAverage.py 2017

paris-traffic-prediction's People

Contributors

raphaelauv avatar sopita avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Forkers

helianglen

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.