PyPI Stats
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pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
PyPI GitHub
Downloads
Day
756
Week
3.8K
Month
19.4K
Stars
529
Forks
67
Issues
37
Version
2.19.8

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
56
Adoption
42
Community
40
How the maintenance status was determined
Last commit
19 days ago
Monthly downloads
19,356
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
19,356
Stars
529
Stars per 1k downloads
27.33
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
538
Month daily avg
645
Momentum
-16.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
MPL-2.0
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
• Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
19 days ago
Total releases
26
Releases/year
2.9
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
10
Monthly downloads
19,356
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
51
 
Issue Burden
69.9
per 1k stars
Discussions
20.8
per 1k stars
Fork Ratio
14.9%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 375
Windows 4

Python Versions

3.11
79.9% 299
3.8
7.8% 29
3.10
7.0% 26
3.12
3.7% 14
3.13
1.6% 6

Top Countries

1. US US
384
2. NL NL
10
3. HK HK
6
4. JP JP
6
5. SG SG
6
6. AU AU
4
7. GB GB
2
8. IE IE
2
9. LU LU
2
10. CA CA
1

Package Information

License
MPL-2.0
First Release
April 16, 2017
Last Release
2 weeks ago
Last Commit
2 weeks ago
Latest Version
2.19.8
Total Releases
26
Contributors
10
Open PRs
2
Archived
No
Author
The pagmo development team
Python Versions
3
Wheels
cp27 cp310 cp311 cp35
Keywords
science math physics optimization ai evolutionary-computing parallel-computing metaheuristics
Topics
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing meta-heuristic meta-heuristics evolutionary-strategy evolutionary-computation artificial-intelligence
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links