https://github.com/Evolutionary-Intelligence/pypop
[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...).
https://github.com/Evolutionary-Intelligence/pypop
black-box-optimization consensus-based-optimization continuous-optimization derivative-free-optimization differential-evolution direct-search estimation-of-distribution-algorithms evolution-strategies evolutionary-algorithms genetic-algorithms global-optimization gradient-free-optimization large-scale-optimization nonlinear-optimization numerical-optimization optimization-algorithms particle-swarm-optimization population-based-optimization random-search zeroth-order-optimization
Last synced: 7 months ago
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[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...).
- Host: GitHub
- URL: https://github.com/Evolutionary-Intelligence/pypop
- Owner: Evolutionary-Intelligence
- License: gpl-3.0
- Created: 2021-01-26T14:55:43.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-10-29T08:50:44.000Z (12 months ago)
- Last Synced: 2024-10-29T09:52:57.377Z (12 months ago)
- Topics: black-box-optimization, consensus-based-optimization, continuous-optimization, derivative-free-optimization, differential-evolution, direct-search, estimation-of-distribution-algorithms, evolution-strategies, evolutionary-algorithms, genetic-algorithms, global-optimization, gradient-free-optimization, large-scale-optimization, nonlinear-optimization, numerical-optimization, optimization-algorithms, particle-swarm-optimization, population-based-optimization, random-search, zeroth-order-optimization
- Language: Python
- Homepage: https://pypop.rtfd.io/
- Size: 959 MB
- Stars: 201
- Watchers: 5
- Forks: 30
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md