Harmony Search Python Packages

oasis-optimization

Oasis is a Harmony search optimization algorithm.

pyharmonysearch

pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm.

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.

pyhsds

Harmony Search Algorithm for Dependent Design Spaces

optimisation-algorithms

A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning

solidpy

🎯 A comprehensive gradient-free optimization framework written in Python