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).

solvor

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

mealpy

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

geneticalgorithm

Genetic Algorithm Package for Python

bluepyopt

Blue Brain Python Optimisation Library

radiate

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

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.

mgsurve

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

greyjack

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

confetti-ts

Counterfactual explanations for multivariate time series classifiers.

geneticalgorithm2

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

finclaw-ai

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

metaheuristic-designer

Framework for designing, testing and evaluating metaheuristic optimization algorithms.

basilisk-ai

Basilisk — Open-source AI red teaming framework with genetic prompt evolution. Automated LLM security testing for GPT-4, Claude, Grok, Gemini. OWASP LLM Top 10 coverage. 32 attack modules.

geneal

A genetic algorithm implementation in python

moldrug

moldrug (AKA mouse) is a Python package for drug-oriented optimization on the chemical space ​

m-e-ga2

A Genetic Algorithm framework with Mutable Encoding.

metacluster

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

gaft

A Genetic Algorithm Framework in Python (not for production level)

choccy

基于NumPy构建的启发式优化求解器<br> Chen's Heuristic Optimizer Constructed with Core numpY

pygenalgo

This repository implements a genetic algorithm (GA) in Python3 programming language, using only Numpy and Joblib as additional libraries. It provides a basic StandardGA model as well as a more advanced IslandModelGA that evolves in parallel several different populations..

tide-feature-selection

Feature selection for real ML pipelines: filters, wrappers, and metaheuristics with cross-validation, reproducibility, and bundled benchmarks.

evopreprocess

A Python Toolkit for Data Preprocessing with Evolutionary and Nature-Inspired Algorithms.

organisms

The Otago Research Genetic Algorithm for Nanoclusters, Including Structural Methods and Similarity (Organisms) program is a genetic algorithm designed to globally optimise nanoclusters (also known as clusters or nanoparticles)