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from beliefs.models.BayesianModel import BayesianModel
from beliefs.types.BernoulliOrNode import BernoulliOrNode
class BernoulliOrModel(BayesianModel):
"""
BernoulliOrModel stores node instances of BernoulliOrNodes (Bernoulli
variables associated with an OR conditional probability distribution).
"""
def __init__(self, edges, nodes=None):
"""
Input:
edges: an edge list, e.g. [(parent1, child1), (parent1, child2)]
"""
if nodes is None:
nodes = self.create_nodes(edges, node_class=BernoulliOrNode)
super().__init__(edges, nodes_dict=nodes)
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