PyRank
sklearn-compat

sklearn-compat

Ease multi-version support for scikit-learn compatible library
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

sklearn-compat has 2.2M monthly downloads and 13 GitHub stars. Version 0.1.6 supports Python 3.8+, first published in 2024.

It is actively maintained under a permissive license, last released in Jun 2026.

It is built on top of scikit-learn. It is used by 9 tracked packages, including imbalanced-learn, scikit-lego and uniovi-simur-wearablepermed-ml.

GitHub topics include artificial-intelligence and machine-learning.

Downloads
Day
75.3K
Week
491.2K
Month
2.2M
Stars
13
Forks
5
Issues
0
Version
0.1.6

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
23
Adoption
70
Community
50
Provenance
100
How the maintenance status was determined
Last commit
29 days ago
Monthly downloads
2,246,066
• 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
2,246,066
Stars
13
Stars per 1k downloads
0.01
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
70,176
Month daily avg
74,869
Momentum
-6.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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
29 days ago
Total releases
9
Releases/year
5.6
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
5
Monthly downloads
2,246,066
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
44
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
100.0%
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 48.2K
Windows 2.4K
macOS 583

Python Versions

3.12
36.6% 18.6K
3.11
35.7% 18.1K
3.10
18.6% 9.5K
3.13
6.2% 3.2K
3.14
2.9% 1.5K

Top Countries

1. US US
38.8K
2. IN IN
4.8K
3. NL NL
1.6K
4. DE DE
1.4K
5. IE IE
905
6. SG SG
642
7. CA CA
553
8. CN CN
353
9. ID ID
307
10. GB GB
263
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
BSD License
First Release
November 28, 2024
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
0.1.6
Total Releases
9
Contributors
5
Open PRs
1
Archived
No
Python Versions
3.8 3.9 3.10 3.11 3.12 3.13 3.14
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links