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examples/intro/checking_validity_of_a_pag.py

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unique graph, a PAG, in essence, represents a class of graphs that encode
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the same conditional independence constraints.
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PAGs model this relationship by displaying all common edge marks (tail and arrowhead) shared
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PAGs model this relationship by displaying all common edge marks (tail and arrowhead) shared
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by all members in the equivalence class and displaying circle endpoints for those marks
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that are not common. That is, a circular endpoint (``*-o``) can represent both a directed
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(``*->``) and tail (``*—``) endpoint in causal graphs within the equivalence class.

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