Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
based on some known and easily sampled distribution q(x). It comes from a simple transformation of the formula: where x is sampled from distribution q(x) and q(x) should not be 0. In this way, estimating the expectation is able to sample from another distribution q(x), and p(x)/q(x) is called