pygmo
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Science Score: 59.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 13 DOI reference(s) in README -
✓Academic publication links
Links to: joss.theoj.org, zenodo.org -
✓Committers with academic emails
3 of 10 committers (30.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (18.3%) to scientific vocabulary
Keywords
Repository
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Basic Info
- Host: GitHub
- Owner: esa
- License: mpl-2.0
- Language: C++
- Default Branch: master
- Homepage: https://esa.github.io/pygmo2/
- Size: 13.9 MB
Statistics
- Stars: 494
- Watchers: 10
- Forks: 63
- Open Issues: 46
- Releases: 14
Topics
Metadata Files
README.md
pygmo
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pygmo is a scientific Python library for massively parallel optimization. It is built around the idea of providing a unified interface to optimization algorithms and to optimization problems and to make their deployment in massively parallel environments easy.
If you are using pygmo as part of your research, teaching, or other activities, we would be grateful if you could star the repository and/or cite our work. For citation purposes, you can use the following BibTex entry, which refers to the pygmo paper in the Journal of Open Source Software:
bibtex
@article{Biscani2020,
doi = {10.21105/joss.02338},
url = {https://doi.org/10.21105/joss.02338},
year = {2020},
publisher = {The Open Journal},
volume = {5},
number = {53},
pages = {2338},
author = {Francesco Biscani and Dario Izzo},
title = {A parallel global multiobjective framework for optimization: pagmo},
journal = {Journal of Open Source Software}
}
The DOI of the latest version of the software is available at this link.
The full documentation can be found here.
Upgrading from pygmo 1.x.x
If you were using the old pygmo, have a look here on some technical data on what and why a completely new API and code was developed: https://github.com/esa/pagmo2/wiki/From-1.x-to-2.x
You will find many tutorials in the documentation, we suggest to skim through them to realize the differences. The new pygmo (version 2) should be considered (and is) as an entirely different code.
Owner
- Name: European Space Agency
- Login: esa
- Kind: organization
- Location: Europe
- Website: http://www.esa.int
- Repositories: 67
- Profile: https://github.com/esa
The European Space Agency (ESA) is Europe’s gateway to space. Its mission is to shape the development of Europe’s space capability.
GitHub Events
Total
- Issues event: 7
- Watch event: 52
- Issue comment event: 17
- Pull request event: 1
- Fork event: 5
Last Year
- Issues event: 7
- Watch event: 52
- Issue comment event: 17
- Pull request event: 1
- Fork event: 5
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Francesco Biscani | b****i@g****m | 290 |
| Moritz v. Looz | M****z@e****t | 115 |
| Dario Izzo | d****o@g****m | 100 |
| Christopher L. Crutchfield | c****f@u****u | 9 |
| Kirby Hermansen | h****7@m****u | 9 |
| Kirby Hermansen | k****1@g****m | 5 |
| Raf Baluyot | b****f@o****m | 1 |
| Pedro L. Magalhães | p****s@d****e | 1 |
| Nuno Carvalho | n****o@g****m | 1 |
| Julian Ruddick | j****9@h****m | 1 |
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 90
- Total pull requests: 47
- Average time to close issues: 4 months
- Average time to close pull requests: 2 months
- Total issue authors: 71
- Total pull request authors: 14
- Average comments per issue: 2.99
- Average comments per pull request: 2.96
- Merged pull requests: 36
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 5
- Pull requests: 1
- Average time to close issues: 5 days
- Average time to close pull requests: N/A
- Issue authors: 5
- Pull request authors: 1
- Average comments per issue: 2.4
- Average comments per pull request: 0.0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- yurivict (5)
- dalbabur (3)
- IgSMS (3)
- chuongask (2)
- AlexH726 (2)
- thisandthatuser (2)
- israel-cj (2)
- Tomalwo (2)
- darioizzo (2)
- optiluca (2)
- MLopez-Ibanez (2)
- Zcaic (2)
- bluescarni (2)
- xand-stapleton (2)
- a-jp (2)
Pull Request Authors
- bluescarni (22)
- darioizzo (6)
- kirbyherm (5)
- thisandthatuser (4)
- mlooz (4)
- astrojuanlu (3)
- baluyotraf (1)
- dmikushin (1)
- nunorc (1)
- pmslavin (1)
- rubenperezm (1)
- johnnymck (1)
- ccrutchf (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 3
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Total downloads:
- pypi 10,819 last-month
- Total docker downloads: 208
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Total dependent packages: 20
(may contain duplicates) -
Total dependent repositories: 62
(may contain duplicates) - Total versions: 63
- Total maintainers: 1
pypi.org: pygmo
Parallel optimisation for Python
- Homepage: https://github.com/esa/pygmo2
- Documentation: https://pygmo.readthedocs.io/
- License: MPL-2.0
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Latest release: 2.19.5
published almost 3 years ago
Rankings
Maintainers (1)
proxy.golang.org: github.com/esa/pygmo2
- Documentation: https://pkg.go.dev/github.com/esa/pygmo2#section-documentation
- License: mpl-2.0
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Latest release: v2.19.7+incompatible
published over 1 year ago
Rankings
conda-forge.org: pygmo
- Homepage: https://esa.github.io/pygmo2/
- License: MPL-2.0
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Latest release: 2.18.0
published over 3 years ago
Rankings
Dependencies
- JamesIves/github-pages-deploy-action v4 composite
- actions/checkout v2 composite
- conda-incubator/setup-miniconda v2 composite
- microsoft/setup-msbuild v1.0.2 composite