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esa
pygmo

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

19K 529 67
emilydolson
phylotrackpy

Python phylogeny tracker for in silico evolution experiments

14K 11 2
thomasWeise
moptipy

A package for metaheuristic optimization in Python.

7K 30 3
nnaisense
evotorch

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

5K 1K 78
icaros-usc
ribs

A bare-bones Python library for quality diversity optimization.

4K 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.

796 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.

778 141 20
nick-falco
evolution-of-algebraic-terms

Evolution of Algebraic Terms

669 1 0
Zipfian-Science
natural-selection

A library for pure Evolutionary Algorithm tools

577 3 0
EC-KitY
eckity

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

477 103 20
erp12
pyshgp

Push Genetic Programming in Python.

436 80 23
thieu1995
intelelm

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

425 21 4
dynoptimization
pydmoo

Dynamic Multi-Objective Optimization.

342 3 0
revuel
patternomatic

Finds linguistic patterns effortlessly

291 39 9
chudur-budur
pviz

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

270 2 0
EMI-Group
evomo

evomo

269 227 25
ShuhuaGao
geppy

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

268 223 73
jespb
m3gp

Python implementation of M3GP

230 11 2
icaros-usc
pyribs

A bare-bones Python library for quality diversity optimization.

211 260 46
ci-group
revolve2-modular-robot

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

202 24 61
ci-group
revolve2-mujoco-simulator

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

198 24 61
ci-group
revolve2-modular-robot-simulation

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

193 24 61
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