No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
numkong has 488K monthly downloads and 2K GitHub stars. Version 7.7.0 supports Python 3.9+, first published in 2026.
It is stably maintained under a permissive license, last released in May 2026.
It is used by 2 tracked packages, including albucore and nrtk-albumentations.
GitHub topics include arm-neon, assembly and metrics.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
66
Adoption
96
Community
55
Provenance
100
How the maintenance status was determined
Last commit
44 days ago
Monthly downloads
487,826
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
487,826
Stars
1,845
Stars per 1k downloads
3.78
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
20,025
Month daily avg
16,261
Momentum
+23.1%
((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
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
44 days ago
Total releases
17
Releases/year
55.9
•
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
65
Monthly downloads
487,826
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
55
Issue Burden
13.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
52.4%
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
8.1K
Windows
1.7K
macOS
225
Python Versions
3.12
42.4%
4.3K
3.13
29.5%
3.0K
3.11
16.0%
1.6K
3.10
7.9%
789
3.14
4.2%
422
Top Countries
1.
US
6.9K
US
2.
IE
337
IE
3.
CN
287
CN
4.
SG
253
SG
5.
DE
250
DE
6.
CA
211
CA
7.
AU
208
AU
8.
JP
207
JP
9.
IN
124
IN
10.
HK
112
HK
Dependencies
0
No dependencies
Used By
2
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache-2.0
First Release
March 17, 2026
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
7.7.0
Total Releases
17
Contributors
65
Open PRs
6
Archived
No
Author
Ash Vardanian
Python Versions
3
3.9
3.10
3.11
3.12
3.13
3.14
Wheels
cp310
cp311
cp312
cp313
cp314
Tracking Since
March 22, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh