In the following example, Gibbs sampling is used with sampling from the complete conditionals.

fac-gibbs.py

In the following example, the Metropolis algorithm is used to sample from a Cauchy distribution.

cauchy.py

This code implements a combo MCMC algorithm using Gibbs sampling, with Metropolis sampling at each node:

fac-combo.py

Evilplot files are listed below. A simple way to get everything needed for evilplot is to run the following command:

  git clone git://aml.cs.byu.edu/evilplot.git

__init__.py

param.py

plot.py

plotitems.py

util.py