Evolutionary Computation Python Packages

pygmo

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

ribs

A bare-bones Python library for quality diversity optimization.

evotorch

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

phylotrackpy

Python phylogeny tracker for in silico evolution experiments

moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

darwin-memo

Self-curating memory for LLM agents: MeMo-style external memory kept honest by survival-based selection. No reward models, no judges.

evox

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

asts

Programmatic modification and evaluation of software

evolution-of-algebraic-terms

Evolution of Algebraic Terms

pyribs

No description available

codontrace

CodonTrace Genesis — deterministic research software for digital evolution, causal mechanism auditing, replayable ALife experiments, and evidence-gated AI/evolution studies.

eckity

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

revolve2-ci-group

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

natural-selection

A library for pure Evolutionary Algorithm tools

pydmoo

Dynamic Multi-Objective Optimization.

intelelm

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

evomo

evomo

m3gp

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

evoxbench

A benchmark for NAS algorithms

pyshgp

Push Genetic Programming in Python.

geppy

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

revolve2-modular-robot

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

abiogenesis

Artificial life through symbiogenesis — self-replicating programs emerge from random byte soups

revolve2-modular-robot-simulation

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