Causal Inference, AI, Data Science, Marketing, Machine Learning.
node: # Setup graph graph = nx.from_numpy_array(graph_actual, create_using=nx.DiGraph) graph = nx.relabel_nodes(graph, node_lookup) # Create SCM causal_model = gcm.InvertibleStructuralCausalModel(graph) causal_model.set_causal_mechanism('Demand', gcm.EmpiricalDistribution()) # Deamnd