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N-Wouda
alns

Adaptive large neighbourhood search (and more!) in Python.

5K 622 144
vijaygovindaraja
mspo

Multi-Strategy Parrot Optimizer — reference implementation of the metaheuristic introduced in Govindarajan (2025), Digital Health

561 0 0
AutoPyloter
harmonix-opt

Harmony Search optimization library with dependent variable spaces, engineering catalogs (ACI rebar, steel sections, concrete grades), dynamic bandwidth, crash recovery, and CSV logging.

278 1 0
arartawil
heurilab

HeuriLab — A Python library with 100metaheuristic optimization algorithms across 5 categories (swarm, evolutionary, physics, human, bio) for benchmarking and engineering problems.

205 0 0
AutoPyloter
pyhsds

Harmony Search optimization library with dependent variable spaces, engineering catalogs (ACI rebar, steel sections, concrete grades), dynamic bandwidth, crash recovery, and CSV logging.

131 1 0
giovcandido
swarming

Swarming is a Python3 library that features both parallel and serial implementation of the Particle Swarm Optimization (PSO) algorithm.

86 8 2
ICB-DCM
pyscat

Scatter search optimization in Python

83 2 1
gunnstein
lahc

Late Acceptance Hill Climbing in Python

70 11 3
JustinLovinger
optimal

A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.

67 39 14
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