Counterfactual reasoning demo. Accompanies blog post "Counterfactual reasoning and learning from logged data" http://timvieira.github.io/blog/post/2016/12/19/counterfactual-reasoning-and-learning-from-logged-data/

counterfactual-demo.ipynb