Causal Inference, AI, Data Science, Marketing, Machine Learning.
np.random.normal(loc=0, scale=2000, size=20000) # Revenue Training the SCM Now we can train the SCM using the GCM module from the python package DoWhy. We setup the data generating process with linear relationships therefore we can use ridge regression as the causal mechanism for each non-root