def tryModel(self, model): model_do = CBN.from_bn(model.copy(copy_domain=True)) # perform every interventional query ci = {} for q in model_do.good_interventions(): # generate the model model_do = CBN.from_bn(model.copy(copy_domain=True)) model_do.intervene(q) ci[frozenset(q.keys())] = GraphCI(model_do.adg()) iic = InterventionalICPattern(ci) self.assertEquals(iic.lines(), []) self.assertEquals(iic.orient(), model.adg())
def tryModel(self, model): # perform every interventional query ci = {} for xs in powerset(model.variables()): # build the intervention q q = {} for x in xs: q[x] = frozenset([set(model.values(x)).pop()]) # generate the model model_do = CBN.from_bn(model.copy(copy_domain=True)) model_do.intervene(q) ci[frozenset(q.keys())] = GraphCI(model_do.adg()) iic = InterventionalICPattern(ci) self.assertEquals(iic.lines(), []) self.assertEquals(iic.orient(), model.adg())