Setup

source venv/bin/activate

Run the FastAPI server

uvicorn app:app --reload --port 8000

Run the Streamlit app

streamlit run streamlit_app.py --server.port 8501

Log an experiment

curl -X POST -H "Content-Type: application/json"
-d '{ "name": "my_cool_experiment", "hyperparams": {"lr": 0.001, "batch_size": 32}, "metrics": {"accuracy": 0.89, "loss": 0.4}, "notes": "Test run" }'
http://localhost:8000/experiments