Rules of Gin Rummy. Gin Rummy, sometimes known as Gin, is one of the most popular rummy versions. It's a two-player card game that evolved from Whiskey Poker in the nineteenth century. Gin Rummy was created with the goal of producing a rummy game that was faster than conventional rummy.