Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
is necessarily acyclic ie. no feedback loops. Consider the image below, where the directed edges from confounder (W) and treatment (T) to the outcome (Y) are shown with solid arrows, and the bi-directed dotted arrow between W and T indicates that they are correlated. DAG where the edges between