Genetic Programming Python Packages

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

aeonlang

Programming Language designed for Program Synthesis with SMT-validation.

geneticengine

Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses

symbolicdsge

A linear DSGE engine with a fully symbolic and modifiable model backend. Includes regression-based equation augmentation capabilities.

radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

thegolem

Graph Optimiser for Learning and Evolution of Models

xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

evodag

Evolving Directed Acyclic Graph

pyoperon

Python bindings and scikit-learn interface for the Operon library for symbolic regression.

fedot

Automated modeling and machine learning framework FEDOT

monkeys

A strongly-typed genetic programming framework for Python

geneal

A genetic algorithm implementation in python

m-e-ga2

A Genetic Algorithm framework with Mutable Encoding.

eckity

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

genetic-tree

Constructing decision trees with genetic algorithm with a scikit-learn inspired API

thefittest

Implementation of data mining methods that use evolutionary algorithms

simplegp

No description available

chem-ant

Select materials to output molecules similar to the target molecule with MCTS Solver and Genetic Programming.

chess-ant

Chess simulation with use of evolutional algorithms

genepro

A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.

pyglyph

Symbolic regression tools.

m3gp

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

alogos

Grammar-guided genetic programming (G3P) methods: CFG-GP, GE, piGE, DSGE, WHGE

cartesian

Minimal cartesian genetic programming for symbolic regression.