PyRank
skops-dev

skops

skops is a Python library helping you share your scikit-learn based models and put them in production
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

skops has 19.1M monthly downloads and 516 GitHub stars. Version 0.14.0 supports Python 3.9+, first published in 2022.

It is actively maintained, last released in Apr 2026.

It is built on top of numpy, packaging and prettytable. It is used by 31 tracked packages, including mlflow, rasa and wtpsplit.

GitHub topics include huggingface, machine-learning and mlops.

Downloads
Day
625.1K
Week
4.4M
Month
19.1M
Stars
516
Forks
63
Issues
19
Version
0.14.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
56
Adoption
70
Community
50
Provenance
100
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
19,094,742
• 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
19,094,742
Stars
516
Stars per 1k downloads
0.03
• 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
630,320
Month daily avg
636,491
Momentum
-1.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
OSI Approved
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
77 days ago
Total releases
17
Releases/year
4.1
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
26
Monthly downloads
19,094,742
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
43
 
Issue Burden
36.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
41.3%
contrib / forks
Stale Release
63d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 392.6K
Windows 3.9K
macOS 2.7K

Python Versions

3.12
42.4% 168.7K
3.11
25.4% 101.1K
3.10
23.9% 95.1K
3.13
7.6% 30.4K
3.14
0.6% 2.3K

Top Countries

1. US US
307.4K
2. NL NL
23.6K
3. IE IE
23.3K
4. DE DE
9.7K
5. AU AU
6.2K
6. SG SG
5.5K
7. IN IN
4.8K
8. BR BR
3.6K
9. FR FR
2.9K
10. GB GB
2.8K
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
OSI Approved
First Release
May 4, 2022
Last Release
2 months ago
Last Commit
2 weeks ago
Latest Version
0.14.0
Total Releases
17
Contributors
26
Open PRs
1
Archived
No
Python Versions
3 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