Calculate the marginal log-likelihood for an HMM using the forward filtering algorithm
hmm_log_likelihood(ys, x0, observation, transition_matrix)
| ys | a sequence of observations |
|---|---|
| x0 | the initial state distribution |
| observation | the observation distribution |
| transition_matrix | the transition matrix |