Evolutionary Algorithm Python Packages

stochopy

Python library for stochastic numerical optimization

radiate

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

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

A Python library for optimising neuronal models

evol

a python grammar for evolutionary algorithms and heuristics

genetic-tree

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

beehiveoptimization

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

edaspy

Estimation of Distribution algorithms Python package

sneat

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

discretehillclimbing

implementation of Hill Climbing algorithm for discrete tasks

graph-stitcher

This tool is a little framework to determine possiblemerges between two graphs based on a set of requiredadditional relationships (aka as stitches / edges).

tensor-evolution

Evolutionary algorithm for neural network structure

simplestsimulatedannealing

Simplest fast implementation of simulated annlealing method

geppy

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

evolutionary-keras

No description available

vieclus

Vienna Graph Clustering

m3gp

Python implementation of M3GP

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.

bwo

Black Widow Optimization implemented in pure Python.

deltamoea

δMOEA is an optimization library that helps people make better decisions using computer models of a problem domain.

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.

promptimal

Optimize your prompts in the terminal

meta-robyn-py

Python port of the Meta Robyn Marketing Mix Modeling (MMM) package

solidpy

🎯 A comprehensive gradient-free optimization framework written in Python