mcmc: The package containing functionalities needed for posterior sampling#
This part of the mhn package contains functions for the posterior sampling of MHNs with Markov Chain Monte Carlo.
kernels#
This submodule contains the Random-Walk Metropolis, Metropolis-Adjusted Langevin Algorithm (MALA) and simplified manifold MALA kernels and a base kernel base class. Those are responsible for the actual steps of MCMC.
mcmc#
This submodule contains the MCMC class that runs Markov Chain Monte Carlo sampling for MHNs.