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Meta Heuristic Python Packages

Python packages with the GitHub topic meta-heuristic. Sorted by monthly downloads, with stars and forks.
esa
pygmo

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

17K 542 76
SimonBlanke
gradient-free-optimizers

Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces

15K 1K 96
rhgrant10
acopy

A Python implementation of the Ant Colony Optimization Meta-Heuristic

444 100 30
gugarosa
otorchmizer

🐦 Otorchmizer is a PyTorch-based library consisting of meta-heuristic optimization algorithms.

352 1 0
nathanrooy
bwo

Black Widow Optimization implemented in pure Python.

103 14 1
Hvass-Labs
swarmops

Heuristic Optimization for Python

49 73 17
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology