Data Science, Machine Learning, Causal Inference, AI, Linear Programming.
The code outputs a dataframe with each customers potential treatment, and a column indicating which one is the optimal assignment. solver = pywraplp.Solver.CreateSolver('SCIP') # Set constraints max_cost = 3000 min_cost = 3000 # Create input arrays costs = df_costs.to_numpy() order_value =