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.
For more information, see penalty models.
To install the core package:
pip install penaltymodel
Released under the Apache License 2.0
Ocean's contributing guide has guidelines for contributing to Ocean packages.
penaltymodel makes use of reno to manage its release notes.
When making a contribution to penaltymodel that will affect users, create a new release note file by running
reno new your-short-descriptor-here
You can then edit the file created under releasenotes/notes/
.
Remove any sections not relevant to your changes.
Commit the file along with your changes.
See reno's user guide for details.