StaticNet#

class StaticNet(graph=None, pars=None, **kwargs)[source]#

Bases: Network

A network class of static partnerships converted from a networkx graph. There’s no formation of new partnerships and initialized partnerships only end when one of the partners dies. The networkx graph can be created outside Starsim if population size is known. Or the graph can be created by passing a networkx generator function to Starsim.

If “seed=True” is passed as a keyword argument or a parameter in pars, it is replaced with the built-in RNG. The parameter “n” is supplied automatically to be equal to n_agents.

Examples::

# Generate a networkx graph and pass to Starsim import networkx as nx import starsim as ss g = nx.scale_free_graph(n=10000) ss.StaticNet(graph=g)

# Pass a networkx graph generator to Starsim ss.StaticNet(graph=nx.erdos_renyi_graph, p=0.0001, seed=True)

# Just create a default graph

Attributes

beta

Relative transmission on each network edge

members

Return sorted array of all members

now

Return the current time, i.e. the time vector at the current timestep.

p1

The first half of a network edge (person 1)

p2

The second half of a network edge (person 2)

states

Return a flat list of all states

statesdict

Return a flat dictionary (objdict) of all states

Methods