Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
number of products and we want to optimise their price given a set promotional budget. For each product we train an S-Learner (using gradient boosting) with the treatment set as discount level and the outcome set as total number of orders. Our S-Leaners output a complex model that can be used to