A strongly-typed genetic programming framework for Python

PyPI version

“If an army of monkeys were strumming on typewriters they might write all the books in the British Museum.”

monkeys is a framework designed to make genetic programming in Python accessible, quick, flexible, and fun.

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What is genetic programming?

Genetic programming algorithms are a class of evolutionary algorithms in which solutions to a problem are represented as executable tree structures – programs. In order to use genetic programming in order to solve a problem, two things must be specified:

  1. What form(s) a potential solution can take.

  2. A method of scoring solutions based on their meritoriousness.

Given these, a genetic programming system can perform

 

 

 

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