Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
variance, which we definitely hope to avoid. On the other hand, it is also possible to select proper q(x) that results in an even smaller variance. Let’s get into a Python example. Python Example First, let’s define function f(x) and sample distribution: def f_x(x): return 1/(1 + np.exp(-x)) The