Welcome to Mici’s documentation!

Mici is a Python package providing implementations of Markov chain Monte Carlo (MCMC) methods for approximate inference in probabilistic models, with a particular focus on MCMC methods based on simulating Hamiltonian dynamics on a manifold.

Contents:

• mici package
  • sample_constrained_hmc_chains()
  • sample_hmc_chains()
  • Subpackages
    • mici.autodiff package
  • Submodules
    • mici.adapters module
    • mici.errors module
    • mici.integrators module
    • mici.interface module
    • mici.interop module
    • mici.matrices module
    • mici.progressbars module
    • mici.samplers module
    • mici.solvers module
    • mici.stagers module
    • mici.states module
    • mici.systems module
    • mici.transitions module
    • mici.types module
    • mici.utils module