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Add Riemannian manifold HMC #439

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Add Riemannian manifold HMC #439

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@ErikQQY ErikQQY commented May 5, 2025

Add the Riemannian manifold HMC from "Riemann manifold Langevin and Hamiltonian Monte Carlo methods" which is implemented in the research directory but has not been merged into the package. Supersede #432 #437

Though this PR is relatively complete, there are still some things TODO:

  • Discuss the appropriate style for constructing a DenseRiemannianMetric, e.g., how should the metric tensor G be provided, etc.

  • Still need to add some docstrings and related documentation.

@ErikQQY ErikQQY requested a review from yebai May 9, 2025 10:03
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AdvancedHMC.jl documentation for PR #439 is available at:
https://TuringLang.github.io/AdvancedHMC.jl/previews/PR439/

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