Genetic Algorithm Python Packages

pygad

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

bluepyopt

Blue Brain Python Optimisation Library

geneticalgorithm

Genetic Algorithm Package for Python

solvor

Optimization solvers in pure Python: LP, MILP, SAT, constraint programming, graph and metaheuristics. No dependencies. Solvor all your optimization needs.

mgsurve

Python package to optimize mosquito traps' positioning in field trials.

moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

radiate

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

geneticalgorithm2

Supported highly optimized and flexible genetic algorithm package for python3.8+

ga2

Genetic Algorithm utility for python

greyjack

GreyJack Solver is a "jack of all trades" constraint metaheuristic solver for Python, built on the robust foundations of Rust and Polars

pvfit5

Estimation of the five parameters of the PV single-diode model from datasheet data at STC

m-e-ga2

A Genetic Algorithm framework with Mutable Encoding.

finclaw-ai

AI-Powered Quantitative Trading Engine — Evolve strategies with genetic algorithms

sko

Swarm Intelligence in Python

tsp-framework

Framework de algoritmos para resolver el Problema del Vendedor Viajero

organisms

This program is designed to perform a genetic algorithm global optimisation for nanoclusters.

basilisk-ai

LLM/AI Application Red Teaming Framework — Break Every Mind

moldrug

moldrug is a python package for drug-oriented optimization on the chemical space.

leggedsnake

Leg mechanisms optimization using Python and genetic algorithms.

gaft

A Genetic Algorithm Framework in Python

metacluster

MetaCluster: An Open-Source Python Library for Metaheuristic-based Clustering Problems

zoofs

zoofs is a Python library for performing feature selection using an variety of nature inspired wrapper algorithms..

metaheuristic-designer

Framework for designing, testing and evaluating metaheuristic optimization algorithms.