Vose Alias Method
The Recursive Vose's Alias Method is an efficient algorithm for fast random sampling from discrete probability distributions. With O(n) preprocessing and O(1) sampling, it's ideal for non-uniform distributions, widely used in areas like computer graphics, machine learning, and simulations. Perfect for applications needing quick, reliable sampling.