gepy: Genetic Expression Programming in Python

This is a simple library that implements Genetic Expression Programming (see the book from Ferreira, 2005). It is Python3 only and is thought to replace the old PyGEP, supporting a similar syntax.

Rationale of the chromosomes

The chromosome parameters are:

• head_length: How long are the heads of the genes
• gene_number: How many genes there should be
• functions: Which functions are used to generate the tree
• terminals: Which terminals are used in the tree
• random_dc: If to add random domain and autogenerated constants
• random_num: How many random constants to have per gene
• adf_length: How long are the heads of the adf section
• adf_functions: Which functions to use in the adf section
• adf_num: How many adf to have per chromosome
• link_function: Which function to use for linking