Modern Hamiltonian Monte Carlo samplers use a clever algorithm to adaptively set the number of leapfrog steps. These algorithms are called **no-U-turn samplers, or NUTS**. A no-U-turn sampler guess from the shape of the posterior when the path is turning around. Then it stops the simulation. > [!info]- Last updated: October 30, 2024