PyRank
hiddenSymmetries

simsopt

Simons Stellarator Optimizer Code
PyPI GitHub
More links
Download Stats Documentation Issues
Monthly downloads
35.4K
Weekly downloads
6.9K
GitHub stars
168

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
1.11.1
Requires Python
>=3.8
Licence
MIT License
Last Release
1 month ago
First Release
June 4, 2021
Total Releases
66
Python Versions
3.8 3.9 3.10 3.11 3.12 3.13 3.14
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
50
Adoption
45
Community
80
Provenance
0
How the maintenance status was determined
Last commit
31 days ago
Monthly downloads
35,435
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
35,435
Stars
168
Stars per 1k downloads
4.74
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
992
Month daily avg
1,181
Momentum
-16.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.8
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT License
• 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
51 days ago
Total releases
66
Releases/year
12.3
• 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
38
Monthly downloads
35,435
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
72
 
Issue Burden
166.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
42.7%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 287
macOS 17

Python Versions

3.12
78.5% 238
3.10
8.6% 26
3.11
6.3% 19
3.13
5.3% 16
3.14
1.3% 4

Top Countries

1. US US
476
2. BE BE
85
3. CN CN
28
4. DE DE
7
5. AE AE
6
6. TW TW
5
7. NL NL
2
8. FR FR
1
9. JP JP
1
10. KR KR
1

Weekly Downloads

GitHub Stars

Dependencies

11
16 optional dependencies

Used By

2

Repository details

Forks
89
Issues
28
Last Commit
1 month ago
Contributors
38
Open PRs
44
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
plasma physics plasma magnetohydrodynamics mhd nuclear fusion reactor fusion stellarator vmec spec optimization Biot-Savart magnetostatics
Sources and methodology