The first paragraph includes the disclaimer *This story is a purely technical guide focusing on programming and statistics, not financial advice.*. For that reason, I do not publish backtesting results and full model-run code. Past performance is not indicative of future results.
I keep referring to the textbook, as your first question about using regression to remove trend indicates that you may not be familiar with this area.
Hope this helps.