Constructors

The ghmm plugin has two different constructors:

ghmm( )
ghmm( $<$N$>$, $<$B$>$ )

where the first one creates an empty hierarchical gilbert hidden Markov model (it assumes its parameters will be loaded hereafter); and the second one creates a GHMM with $<$N$>$ hidden states, whose observation batch size is $<$B$>$, and initializes its parameters with random values, satisfying the stochastic constrains. Each of the $N$ states is associated with a unique integer number, ranging from $0$ to $N-1$, which identifies the state. The observations emitted by the model are either $0$ or $1$.