Project Roadmap:

• Optimize Genetic Algorithm functions (current 25%)
• Optimize Network evaluation (current 75%)
• Put brain in robot body
  • fix inputs
  • fix buy and sell based on output
• Get inputs for a small subset of stocks (~5)

Bonus:

• Add visualization on website
• Include bloomberg in inputs
• Decrease interval of snapshot collection

Completed

• Create database for snapshots and stock info
• Create interface for getting stock info from Robinhood
• Setup scheduled snapshots of stock info
• Get correct list of stocks
• Fix project runtimes to match trading hours
• Switch scheduler to Background and clean up times
• Make it try to run plan_day() at startup in case of restart
• Make stock_sql_driver get stock list from stocks table instead of hard-coded
• Set the project up to run automatically everyday
• Create interface for buying, selling, balance, cash robot
• Create simulator that simulates a robot buying and selling stocks
• Fix sql query to include bid size
• Give robot a brain (neural network)
  • Define initial inputs
  • Define initial outputs
• Fixed cannot be negative
• Use genetic algorithm to improve population each day