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.

evol

a python grammar for evolutionary algorithms and heuristics

edaspy

Estimation of Distribution algorithms Python package

beehiveoptimization

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

discretehillclimbing

implementation of Hill Climbing algorithm for discrete tasks

neurotune

Package for fitting/optimization of NeuroML models

sneat

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

tensor-evolution

Evolutionary algorithm for neural network structure

evolutionary-keras

No description available

genetic-tree

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

simplestsimulatedannealing

Flexible implementation of Simulated Annealing algorithm for function minimization

graph-stitcher

Graph algorithms to merge two graphs based on stitching.

m3gp

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

geppy

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

vieclus

Vienna Graph Clustering

bwo

Black Widow Optimization

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.

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.

deltamoea

Multi-Objective Grid Search Algorithm

meta-robyn-py

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.

promptimal

A very fast, very minimal prompt optimizer

solidpy

🎯 A comprehensive gradient-free optimization framework written in Python