AI, NLP, Machine Learning, Deep Learning, Artificial Intelligence.
are not directly observable. These states are often referred to as “hidden” states. For example, consider a weather forecasting model where the states are ‘Low’ and ‘High’ atmospheric pressure, and the observations are ‘Rain’ and ‘Dry’. The transition probabilities between the hidden states and the