PyMC by Example
===============
This repository includes example applications of PyMC as IPython
Notebooks. Browse them online here:
http://nbviewer.ipython.org/github/aflaxman/pymc-examples/tree/master/
Contents
--------
pymc_and_pandas:
example of using pandas.Series and pandas.DataFrame as pymc
Stochastic and Deterministics
negative_binomial_dist:
an exploration of how pymc parameterizes the negative
binomial distribution
function_maximization:
a simple example of using pymc.MAP to optimize a function of
3 variables.
gibbs_for_uniform_ball:
a simple example of subclassing pymc.Gibbs and using it to
sample uniformly from the unit ball in n-dimensions
seeds_re_logistic_regression:
a random effects logistic regression for seed growth, made
famous as an example for BUGS
gp_derivative_constraints:
an approximation to putting bounds on derivatives of
Gaussian Processes