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

Convenient Interface to Inverse Ising (ConIII): A Python 3 Package for Solving Ising-Type Maximum Entropy Models