DyNetx provides implementations of dynamic networks in python (it is built upon networkx).
The project documentation can be found on ReadTheDocs.
In order to install the library just download (or clone) the current project and copy the dynetx folder in the root of your application. Alternatively use pip:
sudo pip install dynetx