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FlappyAI is our exploration of the NeuroEvolution of Augmenting Topologies (NEAT) algorithm. Using this algorithm, we built the Flappy Bird game with Pygame and trained a neural network to play the game autonomously. This project showcases NEAT's capability in creating adaptive and intelligent game-playing systems.