Adventures in ML trading - Part 1

Part 1/3 - Exporing the mathematical, statistical, and probabilistic nature of the market. Specifically, I attempt building a mean-reversion probability model, backtesting it against historical data, and understanding where/why it falls short. The results explain why simple statistical models fail to capture the complex beast that is the financial market. Nevertheless, this helps with foundational…