PyPI Stats
nvidia

cuequivariance-ops-torch-cu12

cuEquivariance is a math library that is a collective of low-level primitives and tensor ops to accelerate widely-used models, like DiffDock, MACE, Allegro and NEQUIP, based on equivariant neural networks. Also includes kernels for accelerated structure prediction.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (nvidia/cuEquivariance) with 7 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
5.7K
Week
28.8K
Month
141.8K
Stars
391
Forks
30
Issues
15
Version
0.10.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
51
Adoption
51
Community
40
How the maintenance status was determined
Last commit
15 days ago
Monthly downloads
141,815
• 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
141,815
Stars
391
Stars per 1k downloads
2.76
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
4,118
Month daily avg
4,727
Momentum
-12.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
Other/Proprietary License (NVIDIA Proprietary Software)
• 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
15 days ago
Total releases
15
Releases/year
10.2
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
141,815
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
38.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
110.0%
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 546
macOS 23

Python Versions

3.12
52.7% 300
3.11
32.3% 184
3.10
10.4% 59
3.13
2.3% 13
3.14
2.3% 13

Top Countries

1. US US
574
2. BE BE
70
3. SG SG
68
4. CN CN
28
5. DE DE
27
6. GB GB
23
7. KR KR
23
8. JP JP
20
9. CA CA
14
10. RU RU
13

Dependencies

2
11 optional dependencies

Used By

5

Package Information

License
Other/Proprietary License (NVIDIA Proprietary Software)
First Release
November 14, 2024
Last Release
2 weeks ago
Last Commit
2 weeks ago
Latest Version
0.10.0
Total Releases
15
Contributors
33
Open PRs
3
Archived
No
Author
NVIDIA Corporation
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp312 cp313 cp314
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links