triage-trend

Our awesome BärnHäckt project for the Clienia Schlössli challenge

Install and run backend

poetry install
poetry run python scripts/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 '{
    "date": "2024-08-24"
}'

Install and run the frontend

cd ./triage-trend-ui
npm install
npm run dev

# or start the server and open the app in a new browser tab
npm run dev -- --open

Format python code

ruff check . --fix
ruff format

Setup NixOS

echo "use nix" > .envrc

direnv allow

Data sources

• Weather data

Feature engineering ideas

• Week after holidays
• First week of holidays
• Mean week weather data