This repo sets out to optimize a fantasy baseball draft. It considers how best to spend a budget given roster constraints, league scoring rules, estimates of player performance, and "keeper" players. This uses a (very) complex objective function with uncertain inputs, and searches over a relatively large space of possibilities quickly.
Some of the components are:
- Scrape projections
- estimate inputs (machine learning!)
- rank players in league scoring
- keeper draft advice
- trade evaluation
- standings projection