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Evolutionary Computation Python Packages

Python packages with the GitHub topic evolutionary-computation. Sorted by relevance, with stars and monthly downloads.
esa
pygmo

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

20K 529 67
emilydolson
phylotrackpy

Python phylogeny tracker for in silico evolution experiments

13K 11 2
thomasWeise
moptipy

A package for metaheuristic optimization in Python.

6K 30 3
nnaisense
evotorch

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

6K 1K 78
icaros-usc
ribs

A bare-bones Python library for quality diversity optimization.

5K 260 46
EMI-Group
evox

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

2K 2K 322
grammatech
asts

Programmatic modification and evaluation of software

1K 197 25
ci-group
revolve2-ci-group

Revolve2: Computational Intelligence Group experimentation tools and standards.

791 24 61
EMI-Group
evoxbench

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

761 141 20
Zipfian-Science
natural-selection

A library for pure Evolutionary Algorithm tools

629 3 0
nick-falco
evolution-of-algebraic-terms

Evolution of Algebraic Terms

612 1 0
erp12
pyshgp

Push Genetic Programming in Python.

488 80 23
EC-KitY
eckity

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

454 103 20
thieu1995
intelelm

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

422 21 4
icaros-usc
pyribs

A bare-bones Python library for quality diversity optimization.

358 260 46
dynoptimization
pydmoo

Dynamic Multi-Objective Optimization.

316 3 0
EMI-Group
evomo

evomo

309 227 25
revuel
patternomatic

Finds linguistic patterns effortlessly

297 39 9
ShuhuaGao
geppy

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

270 223 73
chudur-budur
pviz

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

269 2 0
jespb
m3gp

Python implementation of M3GP

232 11 2
ci-group
revolve2-modular-robot

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

215 24 61
ci-group
revolve2-mujoco-simulator

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

211 24 61
ci-group
revolve2-modular-robot-simulation

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

207 24 61
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