@@ -54,12 +54,19 @@ So without further ado...
54542 . [ A Conceptual Introduction to Hamiltonian Monte
5555 Carlo] ( https://arxiv.org/abs/1701.02434 ) by Michael Betancourt. An excellent
5656 paper for a solid conceptual understanding and principled intuition for HMC.
57- 3 . [ The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte
57+ 3 . [ Exercises in Automatic Differentiation using ` autograd ` and
58+ ` jax ` ] ( https://colindcarroll.com/2019/04/06/exercises-in-automatic-differentiation-using-autograd-and-jax/ )
59+ by Colin Carroll. This is the first in a series of blog posts that explain
60+ HMC from the very beginning. See also [ Hamiltonian Monte Carlo from
61+ Scratch] ( https://colindcarroll.com/2019/04/11/hamiltonian-monte-carlo-from-scratch/ )
62+ and [ Step Size Adaptation in Hamiltonian Monte
63+ Carlo] ( https://colindcarroll.com/2019/04/21/step-size-adaptation-in-hamiltonian-monte-carlo/ ) .
64+ 4 . [ The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte
5865 Carlo] ( https://arxiv.org/abs/1111.4246 ) by Matthew Hoffman and Andrew Gelman.
5966 The original NUTS paper.
60- 4 . [ MCMC Using Hamiltonian
67+ 5 . [ MCMC Using Hamiltonian
6168 Dynamics] ( http://www.mcmchandbook.net/HandbookChapter5.pdf ) by Radford Neal.
62- 5 . [ Hamiltonian Monte Carlo in
69+ 6 . [ Hamiltonian Monte Carlo in
6370 PyMC3] ( https://colindcarroll.com/talk/hamiltonian-monte-carlo/ ) by Colin
6471 Carroll.
6572
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