  ConIII (pronounced CON-ee) is an open-source Python project providing a
simple interface to solving the pairwise and higher order Ising model and a
base for extension to other maximum entropy models. We describe the maximum
entropy problem and give an overview of the algorithms that are implemented as
part of ConIII (https://github.com/eltrompetero/coniii) including Monte Carlo
histogram, pseudolikelihood, minimum probability flow, a regularized mean field
method, and a cluster expansion method. Our goal is to make a variety of
maximum entropy techniques accessible to those unfamiliar with the techniques
and accelerate workflow for users.
