triage-trend

Our awesome BärnHäckt project for the Clienia Schlössli challenge

Install and run backend

poetry install
poetry run python train.py
poetry run uvicorn triage_trend.main:app --reload

The service can then be queried like this:

curl -X POST "http://127.0.0.1:8000/predict" -H "Content-Type: application/json" -d '{
    "Average_Temperature": 15.0,
    "Max_Temperature": 20.0,
    "Total_Rain_Duration": 5.0,
    "Average_Pressure": 1013.0,
    "Average_Global_Radiation": 200.0,
    "Cloudiness": 0.5,
    "Moon_Phase": 50.0,
    "IsVacationAargau": 0,
    "IsVacationZug": 0,
    "IsVacationSchwyz": 0,
    "IsVacationSt_gallen": 0,
    "IsVacationSchaffhausen": 0,
    "IsVacationThurgau": 0,
    "Weekday": 3,
    "IsWeekend": 0
}'

Setup NixOS

echo "use nix" > .envrc

direnv allow

Data sources

• Weather data