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1. Game engine iteration. Implement a multiplayer working heads up no limit poker game engine to support the self-play. Lay down the foundation of game objects (player, card etc). Add poker hand evaluation code to the engine. Support a player going all in during betting. Support a player going all in during payouts.

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Monte Carlo's can be used to simulate games at a casino (Pic courtesy of Pawel Biernacki) This is the first of a three part series on learning to do Monte Carlo simulations with Python. This first tutorial will teach you how to do a basic "crude" Monte Carlo, and it will teach you how to use importance sampling to increase precision.

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A Monte Carlo simulation is a useful tool for predicting future results by calculating a formula multiple times with different random inputs. This is a process you can execute in Excel but it is not simple to do without some VBA or potentially expensive third party plugins.

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Version 2.2.2 This poker app has always made sure its calculations were 100% absolutely correct to the dot since its launch. But in the revamp of its UI, it inadvertently introduced a bug in the computations that causes error in the probabilities calculated. Inexcusable but now all fixed. After this patch, we're back to 100% accurate calculation!. Monte Carlo is the fancy name for three-card Guts. It is as simple as two card Guts with the exception of more possible hands made out of three cards. Unlike two card Guts, there are more possible hands than simply a High Card or Pair, but unlike genuine Poker games, there are not as many possible hands. Obviously with three cards, a player.

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