Update README.md

Added Dev Container Folder

added requirements.txt

TODO: Need to optimize dashboard with logical code blocks into functions, use streamlit's multipage flow, and data caching to optimize performance

Fixed display name issue in the app

Updated the streamlit app to have stock news and option activity,

addtional functions

adding functions to streamlit

Start streamlit front end

Fixed the buying logic to opperate within the spread boundaries illustrated earlier

Cleared Outputs

Finalized IBKR intergration and completed README

Added IBKR funcitonality

Finalized regression analysis along with theoretical checks to confirm the necessary assumptions

Added pairs trading capablities