MultiHMCGibbs

Getting Started:

  • An HMC-within-Gibbs sampler for Numpyro

Examples:

  • Basic usage and comparison
  • Neal’s funnel

API Documentation:

  • MultiHMCGibbs package
MultiHMCGibbs
  • Index

Index

C | D | G | H | I | M | P | R | S | Z

C

  • check_gibbs_sites() (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs method)

D

  • default_fields (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs property)
  • diverging (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbsState attribute)

G

  • get_diagnostics_str() (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs method)

H

  • hmc_states (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbsState attribute)

I

  • init() (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs method)

M

  • model (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs property)
  • module
    • MultiHMCGibbs
    • MultiHMCGibbs.multihmcgibbs
  • MultiHMCGibbs
    • module
  • MultiHMCGibbs (class in MultiHMCGibbs.multihmcgibbs)
  • MultiHMCGibbs.multihmcgibbs
    • module
  • MultiHMCGibbsState (class in MultiHMCGibbs.multihmcgibbs)

P

  • postprocess_fn() (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs method)

R

  • rng_key (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbsState attribute)

S

  • sample() (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs method)
  • sample_field (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbs attribute)

Z

  • z (MultiHMCGibbs.multihmcgibbs.MultiHMCGibbsState attribute)

© Copyright 2024, Coleman Krawczyk.

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