Genetic Programming Python Packages

gplearn

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

genoxide

Optimization for Rust and Python: genetic algorithms, CMA-ES, differential evolution, multi-objective, L-BFGS-B, Adam, MMA and more. The same results on every platform.

radiate

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

pyoperon

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

aeonlang

Programming Language designed for Program Synthesis with SMT-validation.

xcsf

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

geneticengine

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

monkeys

A strongly-typed genetic programming framework for Python

evodag

Evolving Directed Acyclic Graph

thegolem

Graph Optimiser for Learning and Evolution of Models

geneal

A genetic algorithm implementation in python

fedot

Automated modeling and machine learning framework FEDOT

pytpg

pyTPG — A modern, modular Python framework for Tangled Program Graphs. Install with `pip install pytpg`.

alphafinch

AI evolves trading strategies, then they sit an exam they can't cheat. AlphaEvolve-style search with sealed holdouts and a 7-market world exam.

tnlearn

A Python package that uses task-based neurons to build neural networks.

m-e-ga2

MEGA is a novel general purpose Genetic Algorithm frame work. That brings new Ideas and Features into the ML sphere such as transfer learning ,life long learning, and potentially open evolution. At the moment the code is still under development and investigation but I look forward to eventually validating the above claims.

simplegp

Simple Genetic Programming for Symbolic Regression in Python3

eckity

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

chem-ant

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

geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

cartesian

a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.

chess-ant

Chess simulation with use of evolutional algorithms

pyglyph

a python 3 library based on deap providing abstraction layers for symbolic regression problems.

genetic-tree

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