Markov-chain Monte-Carlo sampling

This module provides Markov-Chain Monte-Carlo (MCMC) samplers which can be easily applied to inference problems.

Contents:

• GibbsChain
  • GibbsChain
  • GibbsChain example code
• PcaChain
  • PcaChain
• HamiltonianChain
  • HamiltonianChain
  • HamiltonianChain example code
• EnsembleSampler
  • EnsembleSampler
• ParallelTempering
  • ParallelTempering
  • ParallelTempering example code