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algorithm can be used to compute this probability. Given an HMM model for weather prediction (Sunny, Cloudy, Rainy) and an observed sequence [Walk, Shop, Walk, Walk, Shop], we can use the forward-backward algorithm to compute the probability of this observation sequence occurring in the model