def test_robustness(bowtie_network):
net = bowtie_network
save_network_as_fullgraph(net)
w = net.factory.world
low, high = w.reg_range
print w.reg_range
for e in w.environments:
orig = net.stabilise(e)[2]
i = rand.randint(low, high)
e.flip(i)
pert = net.stabilise(e)[2]
print orig, pert
def test_1(three_database):
from bricolage.dot_layout import save_network_as_fullgraph
from bricolage.graph_maker import GraphType
p = three_database.population
t = three_database.targets[0]
cats = t.calc_categories()
n = p.get_best()[0]
print n.fitness
print n.identifier
save_network_as_fullgraph(n, graph_type=GraphType.GENE)
print cats
print calc_mutual_info(n, cats)
cmi = MIAnalyzer(n.factory.world, cats)
print cmi.numpy_info_from_network(n)
