PyRank
SeldonIO

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
PyPI GitHub
More links
Download Stats
Monthly downloads
6.7K
Weekly downloads
1.9K
GitHub stars *
4.8K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
1.19.0
Requires Python
>=3.12
Licence
Business Source License 1.1
Last Release
8 months ago
Author
Seldon Technologies Ltd.
First Release
December 17, 2018
Total Releases
54
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
80
Adoption
78
Community
60
Provenance
0
How the maintenance status was determined
Last commit
270 days ago
Monthly downloads
6,744
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
6,744
Stars
4,784
Stars per 1k downloads
709.37
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
277
Month daily avg
225
Momentum
+23.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.12
Cutting Edge
Minimum supported version is 3.14 or newer
• Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Business Source License 1.1
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
266 days ago
Total releases
54
Releases/year
6.9
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
41
Monthly downloads
6,744
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
66
 
Issue Burden
27.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
4.8%
contrib / forks
Stale Release
No
 
PR Velocity
Overwhelmed
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 125
macOS 1

Python Versions

3.7
49.2% 59
2.7
20.0% 24
3.9
15.0% 18
3.8
8.3% 10
3.14
7.5% 9

Top Countries

1. US US
146
2. SG SG
15
3. GB GB
6
4. FR FR
3
5. BE BE
2
6. CN CN
2
7. NL NL
2
8. TW TW
1

Weekly Downloads

GitHub Stars *

Dependencies

21
2 optional dependencies

Used By

3

Repository details

Forks
863
Issues
133
Last Commit
9 months ago
Contributors
41
Open PRs
263
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology