PyPI Stats
EMI-Group

evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
PyPI GitHub
Downloads
Day
40
Week
329
Month
1.9K
Stars
2.3K
Forks
322
Issues
2
Version
1.3.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
72
Adoption
32
Community
40
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
1,917
• 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
1,917
Stars
2,315
Stars per 1k downloads
1207.62
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
47
Month daily avg
64
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.10
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
License categories
License
GPL-3.0-or-later
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
181 days ago
Total releases
29
Releases/year
8.9
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
33
Monthly downloads
1,917
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
46
 
Issue Burden
0.9
per 1k stars
Discussions
1.3
per 1k stars
Fork Ratio
10.2%
contrib / forks
Stale Release
175d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 19
macOS 6

Python Versions

3.10
36.0% 9
3.12
36.0% 9
3.9
20.0% 5
3.13
8.0% 2

Top Countries

1. CN CN
10
2. JP JP
7
3. US US
7
4. SG SG
2
5. CA CA
1

Dependencies

2
25 optional dependencies

Used By

2

Package Information

License
GPL-3.0-or-later
First Release
January 31, 2023
Last Release
6 months ago
Last Commit
5 days ago
Latest Version
1.3.0
Total Releases
29
Contributors
33
Open PRs
0
Archived
No
Python Versions
3
Wheels
py3
Topics
evolutionary-algorithms neuroevolution gpu-acceleration ray brax derivative-free-optimization evolutionary-optimization evolutionary-reinforcement-learinig gradient-free-optimization jax metaheuristics multi-objective-optimization population-based-optimization gym black-box-optimization evolutionary-computation evolutionary-strategies pytorch
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links