def get_markov_blanket()

in src/lic/ppl/world/world.py [0:0]

• 12 lines of code
• 5 McCabe index (conditional complexity)

    def get_markov_blanket(self, node: RVIdentifier) -> Set[RVIdentifier]:
        """
        Extracts the markov block of a node in the world and we exclude the
        observed random variables.

        :param node: the node for which we'd like to extract the markov blanket
        :returns: the markov blanket of a specific node passed in
        """
        markov_blanket = set()
        node_var = self.get_node_in_world_raise_error(node, False)
        for child in node_var.children:
            if child is None:
                raise ValueError("child is None")
            markov_blanket.add(child)
            child_var = self.get_node_in_world_raise_error(child, False)
            for parent in child_var.parent:
                if parent != node:
                    markov_blanket.add(parent)
        return markov_blanket