In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
Setup env. I hope I covered all.
pip install -r requirements.txt
Go in the root dir and run these
Streamlit
streamlit run frontend/streamlit_main.py
FastAPI
uvicorn backend.main:app
MLflow UI
mlflow ui --backend-store-uri sqlite:///db/bakckend.db
docker-compose build
docker-compose up