FIWARE Machine Learning - Flight Predictor example

Prerequisites

• Docker

• Docker Compose

• Python 3

• PIP 3

• Clone this project

git clone https://github.com/ging/fiware-ml-flights
cd fiware-ml-flights

• Run the whole scenario

python3 deploy-scenario.py

• Open browser in http://localhost:5000/flights/delays/predict_flights

• Fill the form

Enter a nonzero departure delay, an ISO-formatted date (I used 2016-12-25, which was in the future at the time I was writing this), a valid carrier code (use AA or DL if you don’t know one), an origin and destination (my favorite is ATL → SFO)

• Predict!