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.

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.

geneticalgorithm

Genetic Algorithm Package for Python

radiate

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

wickra-darwin

Evolutionary strategy search at hundreds of thousands of backtests per second — mutates and crosses JSON strategy specs to brute-force alpha across the whole indicator registry.

bluepyopt

Blue Brain Python Optimisation Library

mealpy

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

flowerevolver

WebAssembly FlowerEvolver - generate, mutate and reproduce 2D/3D procedural flowers in the browser

greyjack

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

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.

geneticalgorithm2

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

llm4ad-next

A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use

pygenalgo

This repository implements an advanced genetic algorithm (GA) in Python programming language, using only Numpy and Joblib as additional libraries.

geneal

A genetic algorithm implementation in python

puggles

Multi Objective Optimization Genetic Algorithm

leggedsnake

Leg mechanisms optimization using Python and genetic algorithms.

moldrug

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

metaheuristic-designer

Framework for designing, testing and evaluating metaheuristic optimization algorithms.

gaft

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

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.

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.

confetti-ts

Counterfactual explanations for multivariate time series classifiers.