Monthly downloads
367.0K
Weekly downloads
225.5K
GitHub stars
446
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
Not specified
Licence
Unknown
Last Release
4 years ago
Author
Samuel G. Fadel
First Release
November 17, 2021
Total Releases
2
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
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
60
Popularity
51
Adoption
95
Community
0
Provenance
0
How the maintenance status was determined
Last commit
23 days ago
Monthly downloads
366,960
•
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
366,960
Stars
446
Stars per 1k downloads
1.22
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
32,210
Month daily avg
12,232
Momentum
+163.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
1793 days ago
Total releases
2
Releases/year
0.4
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
4
Monthly downloads
366,960
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
18
Issue Burden
6.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
14.3%
contrib / forks
Stale Release
1770d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
73.4K
macOS
431
Windows
76
Python Versions
3.13
95.0%
70.2K
3.12
3.1%
2.3K
3.14
0.9%
636
3.10
0.6%
408
3.11
0.6%
408
Top Countries
1.
US
73.6K
US
2.
BE
434
BE
3.
SG
99
SG
4.
JP
67
JP
5.
CN
64
CN
6.
FR
44
FR
7.
GB
33
GB
8.
TW
30
TW
9.
DE
24
DE
10.
NL
24
NL
Weekly Downloads
GitHub Stars
Dependencies
0
No dependencies
Used By
19
- mace-torch 102.5K/mo
- mattersim 43.5K/mo
- schnetpack 12.9K/mo
- macer 3.2K/mo
- agedi 1.1K/mo
- medlatents 479/mo
- octopi 450/mo
- bioencoder 446/mo
- score-models 416/mo
- flashcart 333/mo
Repository details
GitHub Topics
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords