Evolutionary Computation Python Packages

pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

phylotrackpy

Python phylogeny tracker for in silico evolution experiments

moptipy

A package for metaheuristic optimization in Python.

evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

ribs

A bare-bones Python library for quality diversity optimization.

evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

asts

Programmatic modification and evaluation of software

revolve2-ci-group

Revolve2: Computational Intelligence Group experimentation tools and standards.

evoxbench

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

natural-selection

A library for pure Evolutionary Algorithm tools

evolution-of-algebraic-terms

Evolution of Algebraic Terms

pyshgp

Push Genetic Programming in Python.

eckity

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

intelelm

IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine

pyribs

A bare-bones Python library for quality diversity optimization.

pydmoo

Dynamic Multi-Objective Optimization.

evomo

evomo

patternomatic

Finds linguistic patterns effortlessly

geppy

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

pviz

A framework for high-dimensional (3 <= m <= 10) Pareto-optimal front visualization and analytics

m3gp

Python implementation of M3GP

revolve2-modular-robot

A python library for optimization, geared towards modular robots and evolutionary computing.

revolve2-mujoco-simulator

A python library for optimization, geared towards modular robots and evolutionary computing.

revolve2-modular-robot-simulation

Revolve2: Functionality to define scenes with modular robots in a terrain and simulate them.