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  • Quickstart

PPL INTEGRATION

  • Aesara
  • Numpyro
  • Oryx
  • PyMC
  • Tensorflow-Probability

HOW TO

  • Sample with multiple chains?
  • Use custom gradients?
  • Use non-JAX log-prob functions?
  • Build a Metropolis-Within-Gibbs sampler?

LEARN BY EXAMPLE

  • The Sampling Book

API

  • API Reference
    • blackjax.adaptation
      • blackjax.adaptation.base
      • blackjax.adaptation.mass_matrix
      • blackjax.adaptation.meads_adaptation
      • blackjax.adaptation.pathfinder_adaptation
      • blackjax.adaptation.step_size
      • blackjax.adaptation.window_adaptation
    • blackjax.mcmc
      • blackjax.mcmc.diffusions
      • blackjax.mcmc.elliptical_slice
      • blackjax.mcmc.ghmc
      • blackjax.mcmc.hmc
      • blackjax.mcmc.integrators
      • blackjax.mcmc.mala
      • blackjax.mcmc.marginal_latent_gaussian
      • blackjax.mcmc.metrics
      • blackjax.mcmc.nuts
      • blackjax.mcmc.periodic_orbital
      • blackjax.mcmc.proposal
      • blackjax.mcmc.random_walk
      • blackjax.mcmc.termination
      • blackjax.mcmc.trajectory
    • blackjax.sgmcmc
      • blackjax.sgmcmc.csgld
      • blackjax.sgmcmc.diffusions
      • blackjax.sgmcmc.gradients
      • blackjax.sgmcmc.sghmc
      • blackjax.sgmcmc.sgld
      • blackjax.sgmcmc.sgnht
    • blackjax.smc
      • blackjax.smc.adaptive_tempered
      • blackjax.smc.base
      • blackjax.smc.ess
      • blackjax.smc.resampling
      • blackjax.smc.solver
      • blackjax.smc.tempered
    • blackjax.vi
      • blackjax.vi.meanfield_vi
      • blackjax.vi.pathfinder
      • blackjax.vi.svgd
    • blackjax.diagnostics
  • Bibliography

blackjax.mcmc

Contents

  • Submodules

blackjax.mcmc#

Submodules#

  • blackjax.mcmc.diffusions
  • blackjax.mcmc.elliptical_slice
  • blackjax.mcmc.ghmc
  • blackjax.mcmc.hmc
  • blackjax.mcmc.integrators
  • blackjax.mcmc.mala
  • blackjax.mcmc.marginal_latent_gaussian
  • blackjax.mcmc.metrics
  • blackjax.mcmc.nuts
  • blackjax.mcmc.periodic_orbital
  • blackjax.mcmc.proposal
  • blackjax.mcmc.random_walk
  • blackjax.mcmc.termination
  • blackjax.mcmc.trajectory

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blackjax.adaptation.window_adaptation

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blackjax.mcmc.diffusions
Contents
  • Submodules

By The Blackjax developers

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