penaltymodel is a set of utilities and interfaces for using penalty models.

One approach to solve a constraint satisfaction problem (CSP) using an Ising
model or a QUBO, is to map each individual constraint in the CSP to a 'small'
Ising model or QUBO. This mapping is called a penalty model.