so far, I have introduced PYMC, which performs Bayesian fitting (and a lot more) in Python. Now, I would like to note the EMCEE package developed at MIT. It is very easy to install and can be readily used for simple regression fitting, which is my everyday practice.
juts check the link and I hope it is clear enouph.
Micropore 