PyRank
cusp-ai-oss

kups

A high-performance toolkit for atomistic simulations in JAX.
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
739
Week
4.3K
Month
20.0K
Stars
218
Forks
17
Issues
9
Version
1.0.3

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
45
Adoption
53
Community
30
Provenance
100
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
19,958
• 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
19,958
Stars
218
Stars per 1k downloads
10.92
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
619
Month daily avg
665
Momentum
-6.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=3.12
• 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
Apache-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
5 days ago
Total releases
7
Releases/year
30.8
• 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
9
Monthly downloads
19,958
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
57
 
Issue Burden
41.3
per 1k stars
Discussions
64.2
per 1k stars
Fork Ratio
52.9%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2

Python Versions

3.12
100.0% 2

Top Countries

1. BE BE
212
2. SG SG
8
3. KR KR
6
4. SE SE
4
5. US US
4
6. NL NL
2
7. NO NO
2
8. FR FR
1

Dependencies

17
4 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
April 15, 2026
Last Release
6 days ago
Last Commit
6 days ago
Latest Version
1.0.3
Total Releases
7
Contributors
9
Open PRs
14
Archived
No
Python Versions
3 3.12 3.13 3.14
Wheels
py3
Keywords
computational-chemistry computational-physics jax machine-learning-force-field mlff molecular-dynamics molecular-simulation monte-carlo
Tracking Since
April 19, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links