Once we have a graph labeled with transition rates, we can proceed to the master equation, which gives a deterministic law for how the stochastic state changes over time -- once an initial stochastic state is specified.

Let \$$\Gamma_{\sigma}(t)\$$ be the stochastic state at time \$$t\$$, given \$$\sigma\$$ as the initial stochastic state.