Monte
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Contents:

  • Base Sampler Class
  • Gaussian Metropolis Algorithm
  • Generalized Metropolis Algorithm
  • Gibbs Sampler
  • Hamiltonian Monte Carlo Algorithm
  • Importance Sampling
  • Metropolis-Hastings Algorithm
  • Monte Carlo Integrator
  • Rejection Sampling
  • Convergence Checks (for multiple chains)

Other

  • Examples
  • Future Development
  • Further Reading
Monte
  • Overview: module code

All modules for which code is available

  • monte.base_sampler
  • monte.convergence_checks
  • monte.gaussian_metropolis
  • monte.generalized_metropolis
  • monte.gibbs_sampler
  • monte.hamiltonian_mc
  • monte.importance_sampling
  • monte.metropolis_hastings
  • monte.monte_carlo_integrator
  • monte.rejection_sampling

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