In classical phase space

\[\frac{\text{d}}{\text{d}t} = \frac{\partial}{\partial t} + \frac{\partial q}{\partial t} \frac{\partial}{\partial q} + \frac{\partial p}{\partial t}\frac{\partial}{\partial p} = \{.,H\}\]

In a curved space-time