Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
curve got it. It’s about time we do an example to help. Here is a little summary of the core ideas we’re demonstrating. Let’s do an example where importance sampling will reduce the variance quite a bit in particular. Let’s say p(x) and f(x) are as follows: As a point of reference, let’s calculate