No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
libcuml-cu12 has 324K monthly downloads and 5K GitHub stars. Version 26.6.0 supports Python 3.11+, first published in 2025.
It is actively maintained, last released in Jun 2026.
It is built on top of cuda-toolkit, libnvforest-cu12 and libraft-cu12. It is used by 1 tracked package, including cuml-cu12.
GitHub topics include machine-learning-algorithms, machine-learning and cuda.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
80
Adoption
65
Community
80
Provenance
0
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
323,810
•
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
323,810
Stars
5,223
Stars per 1k downloads
16.13
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
9,777
Month daily avg
10,794
Momentum
-9.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.11
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
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
28 days ago
Total releases
10
Releases/year
7.2
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
184
Monthly downloads
323,810
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
67
Issue Burden
154.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
28.7%
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
9.0K
macOS
41
Windows
39
Python Versions
3.13
52.9%
4.8K
3.12
37.7%
3.4K
3.10
5.2%
473
3.11
4.2%
378
3.14
0.0%
2
Top Countries
1.
US
9.7K
US
2.
ID
256
ID
3.
GB
27
GB
4.
KR
19
KR
5.
CA
6
CA
6.
DE
6
DE
7.
SG
5
SG
8.
IN
4
IN
9.
AT
3
AT
10.
ES
3
ES
Dependencies
6
- cuda-toolkit ==12.*
- libnvforest-cu12 ==26.6.*
- libraft-cu12 ==26.6.*
- librmm-cu12 ==26.6.*
- nvidia-nvjitlink-cu12 <13,>=12.9
- rapids-logger ==0.2.*
Used By
1
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Unknown
First Release
February 14, 2025
Last Release
4 weeks ago
Last Commit
Yesterday
Latest Version
26.6.0
Total Releases
10
Contributors
184
Open PRs
63
Archived
No
Author
NVIDIA Corporation
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh