Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
several estimates using Monte Carlo without importance sampling: Notice how much our estimate is bouncing around. That is high variance. This is because f(x) is large only in rare events under p(x). So a small set of samples have an outsized impact on the average. Now importance sampling can help