Spitsgids REST server

This is a REST server that uses machine learning to predict occupancy on the Belgian train network. An endpoint is currently running on 193.190.127.247

Example

GET http://localhost:8000/predict?departureTime=2017-01-15T17:00:55&vehicle=IC2816&from=008892007&to=008813003

{
  "high_probability": "0.176085",
  "low_probability": "0.515583",
  "medium_probability": "0.308332",
  "prediction": "low"
}

Running

0. Install the dependencies (sudo) python setup.py install
1. Start mongod on a certain port
2. Change the host and portnumber of your running MongoDB in server.py and then execute it: python server.py

License

here