Conceptual
Login

No-U-Turn Sampler (NUTS)

Eliminates HMC's hand-tuned trajectory length by recursively doubling the simulated path until it starts to double back on itself, then sampling from the trajectory; with dual-averaging step-size adaptation it is the default sampler in Stan, PyMC, and NumPyro.

This Concept is waiting for its first lesson!

Eliminates HMC's hand-tuned trajectory length by recursively doubling the simulated path until it starts to double back on itself, then sampling from the trajectory; with dual-averaging step-size adaptation it is the default sampler in Stan, PyMC, and NumPyro.

Are you a teacher? Sign in to start contributing.

Sign In