Evolutionary-Intelligence / pypop

[***JMLR-2024***] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* versions/variants (e.g., evolutionary algorithms, swarm-based optimizers, pattern search, and random search, etc.). [Citation: https://jmlr.org/papers/v25/23-0386.html (***CCF-A***)]

Date Created 2021-01-26 (3 years ago)

Commits 7,789 (last one 9 days ago)

Stargazers 222 (0 this week)

Watchers 6 (0 this week)

Forks 35

License gpl-3.0

Ranking

RepositoryStats indexes 598,732 repositories, of these Evolutionary-Intelligence/pypop is ranked #168,497 (72nd percentile) for total stargazers, and #301,445 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #29,912/120,199.

Evolutionary-Intelligence/pypop is also tagged with popular topics, for these it's ranked: optimization-algorithms (#36/127)

Other Information

Evolutionary-Intelligence/pypop has 1 open pull request on Github, 412 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 9 closed issues.

There have been 3 releases, the latest one was published on 2024-07-05 (5 months ago)

Homepage URL: https://pypop.rtfd.io/

All Topics

direct-search random-search genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization consensus-based-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms

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Recent Commit History

7,350 commits on the default branch (main) since jan '22

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Languages

The only known language in this repository is Python

updated: 2024-12-25 @ 12:52am, id: 333118339 / R_kgDOE9r7gw