Genetic Algorithms Python Packages

absplit

A Python Package that uses Genetic Algorithms to generates A/B/n test groups from a population, across time and metrics

pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

x-transformers-rl

Implementation of a transformer for reinforcement learning using `x-transformers`

easyga

EasyGA is a python package designed to provide an easy-to-use Genetic Algorithm. The package is designed to work right out of the box, while also allowing the user to customize features as they see fit.

evolutionary-policy-optimization

Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University

geneticalgorithm2

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

blackbox-gradient-sensing

Blackbox Gradient Sensing

oppoppopinit

PyPI package containing opposition learning operators and population initializers for evolutionary algorithms

ga2

Genetic Algorithm utility for python

femos

My small library for neuroevolution

evola

Python Library with Evolutionary Optimization Algorithms

finch-genetics

🐤The next evolution of evolution.

transformer-directed-evolution

Directed Evolution with Transformer

eckity

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

ruck

Performant evolutionary algorithms for Python.

geneopt

GeneOpt is a Python library designed for creating and optimizing genetic algorithms, including support for distributed evaluation and detailed plotting tools. It provides a robust framework for solving optimization problems by simulating the principles of natural selection.

nevopy

An open source neuroevolution framework for Python.

alogos

Grammar-guided genetic programming (G3P) methods: CFG-GP, GE, piGE, DSGE, WHGE

nevolve

Neuro-Evolution Library for Reinforcement Learning.

genfact

Counterfactual causal analysis

sann

A Simple Artificial Neural Network (SANN) module, for educational use.

optivolutionpy

A flexible genetic algorithm library written purely in Python3.

gentun

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

darwin-framework

Evolutionary Algorithms Framework