no code implementations • 11 Apr 2022 • Yimu Yin, Jiji Zhang
We give a category-theoretic treatment of causal models that formalizes the syntax for causal reasoning over a directed acyclic graph (DAG) by associating a free Markov category with the DAG in a canonical way.
