sp500_forecasting

Time series forecasting via topological data analysis

Inspired by https://www.youtube.com/watch?v=ysHB9X0F9NQ

How to run

Run MLFlow server

mlflow server --backend-store-uri sqlite:///mlflow.db --default-artifact-root ./artifacts --host 127.0.0.1

Run Luigi daemon

luigid

Run monitoring infastructure

From /prometheus docker build -t prometheus_simple . --no-cache

From root docker-compose up

Finally rin streamlit app via

streamlit run app.py