NLP, Naturallanguageprocessing, Deep Learning, Machine Learning, Artificial Intelligence.
Matrix: The Delta matrix, denoted as δ, stores the maximum probabilities for each state at each time step. These probabilities represent the highest likelihood of being in each state up to the current time step, considering all possible paths taken so far. Each entry delta[i][t] represents the