Package Insights
Package Risks
- No releases in 298 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
68
Adoption
47
Community
55
How the maintenance status was determined
Last commit
42 days ago
Monthly downloads
5,987
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
5,987
Stars
1,563
Stars per 1k downloads
261.07
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
186
Month daily avg
200
Momentum
-6.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9
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
BSD 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
340 days ago
Total releases
9
Releases/year
2.8
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
30
Monthly downloads
5,987
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
56
Issue Burden
26.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.1%
contrib / forks
Stale Release
298d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
101
Windows
2
Python Versions
3.10
86.4%
89
3.11
7.8%
8
3.13
5.8%
6
Top Countries
1.
US
88
US
2.
IE
10
IE
3.
IR
2
IR
4.
CA
1
CA
5.
CN
1
CN
6.
FR
1
FR
Dependencies
4
- numpy <2.1.0,>=1.21.5
- packaging <24.2,>=21.3.0
- stanford-stk ==0.7.1
- torch <2.7.1,>=2.7.0
15 optional dependencies
- absl-py[all]
- absl-py[dev]
- coverage[dev]
- coverage[all]
- grouped-gemm[gg]
- grouped-gemm[all]
- mosaicml[testing]
- pre-commit[all]
- pre-commit[dev]
- pytest[all]
- pytest[dev]
- pytest-codeblocks[dev]
- pytest-codeblocks[all]
- pytest-cov[all]
- pytest-cov[dev]
Used By
0
Not used by any tracked packages
Package Information
License
BSD License
First Release
February 16, 2023
Last Release
11 months ago
Last Commit
1 month ago
Latest Version
0.10.0
Total Releases
9
Contributors
30
Open PRs
5
Archived
No
Author
Trevor Gale
Python Versions
3
3.9
3.10
3.11
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh