Evolutionary Algorithm Python Packages

radiate

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

llm4ad-next

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

stochopy

Python library for stochastic numerical optimization

dnaty

Compress PyTorch models for edge devices — CPU-only, no GPU, no retraining. One function call.

robynpy

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.

neurotune

Package for fitting/optimization of NeuroML models

beehiveoptimization

Implementation of beehive method (particle swarm optimization) for global optimization of multidimentional functions

geppy

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

evol

a python grammar for evolutionary algorithms and heuristics

edaspy

Estimation of Distribution algorithms Python package

genetic-tree

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

discretehillclimbing

implementation of Hill Climbing algorithm for discrete tasks

sneat

sNEAT: A simplified implementation of NEAT (Neuro-Evolution of Augmenting Topologies) in Python

vieclus

Vienna Graph Clustering

m3gp

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

tensor-evolution

Evolutionary algorithm for neural network structure

graph-stitcher

Graph algorithms to merge two graphs based on stitching.

optiverse

A Python library for evolving code and algorithms using Large Language Models (LLMs)

simplestsimulatedannealing

Simplest fast implementation of simulated annlealing method

evolutionary-keras

An evolutionary algorithm implementation for Keras

bwo

Black Widow Optimization implemented in pure Python.

autooptlib

A library for automatically designing metaheuristic optimizers.

genetic-prompt-lab

GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.

cosmic-selection

天择，基于PyTorch的新一代高性能演化计算框架。CosmicSelection: a new generation of high-performance evolutionary computing framework based on PyTorch.