Poker

Why we included this project

This is one of the more complete open-source poker bots around, and it actually plays rather than just demonstrating an idea. It watches live tables on PartyPoker, PokerStars, and GGPoker by scraping the screen with OpenCV or a neural network, then picks each action using Monte Carlo equity simulation plus a tunable genetic-algorithm strategy. That mix is worth a look on two fronts: it's a working automation project that can move the mouse and run unattended for hours, and it's a real example of how hand-strength estimation, decision-making, and strategy tuning fit together in one system. If you're curious about game-playing agents or table-image recognition, the scraper setup and strategy editor are good study material, and the included strategy analyzer shows which actions win or lose at each street. One caveat: it targets Windows and expects a specific table appearance, so testing it inside a virtual machine is the safer route.