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nuts

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Locally adaptive HMC with WALNUTS step-size refinement. Six samplers from one design: choose a flow (Hamiltonian, or unconditionally stable isokinetic) and a stopping rule (U-turn, Poincaré section, or anchored radial). Companion code for Bou-Rabee, Carpenter & Kleppe (2026); reproduces every result in Section 5.

  • Updated Jul 8, 2026
  • Python

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