PyGEP

PyGEP is an easy-to-use library for studying Gene Expression Programming (GEP) in Python 2.5. It is designed for academic purposes and enables rapid implementation. The library includes standard multigenic chromosomes, a population class that utilizes elitism and fitness scaling for selection, as well as mutation, crossover, and transposition operators. Additionally, PyGEP provides some GEP functions and linkers to users.

It is important to note that PyGEP is not suitable for commercial applications, but is instead intended for research purposes. Those who are interested in a full GEP system for commercial use are recommended to visit Gepsoft, the makers of GeneXproTools.

The latest release incorporates significant stability testing, code cleanup following cheesecake and pylint, and documentation updates. Additionally, gene evaluation lists only expand attributes inside their coding regions, which provides a minor performance enhancement.

Overall, PyGEP is an excellent choice for those interested in studying GEP in a simple and easy-to-use environment. The stability and performance enhancements in the latest release make it an even more attractive option for academic research.