MCMC tools

Package: agabpylib.mcmc

Provides classes and functions for data analysis with MCMC methods.

Metropolis samplers

Detailed API: agabpylib.mcmc.metropolis

This module was started as part of following the exercises on MCMC samplers in Hogg & Foreman-Mackey (2017). It is only intended as a learning exercise. For actual MCMC applications proper samplers should be used such as Stan, emcee, or PyMC.