NLP, AI, Machine Learning, Deep Learning, Artificial Intelligence.
in the case when beginning a sentence. To handle this, we can include an initial state. Then the transition matrix has dimension of (n+1,n). Expanding on the previous weather condition example with states S (Sunny), C (Cloudy), and R (Rainy), let’s include the initial state probabilities. Combined