PyRank
mlrun

mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
PyPI GitHub
More links
Download Stats
Monthly downloads
24.2K
Weekly downloads
7.9K
GitHub stars *
1.7K

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

Package Information

Latest Version
1.12.1
Requires Python
<3.12,>=3.11
Licence
Apache License 2.0
Last Release
4 days ago
Author
Yaron Haviv
First Release
August 28, 2019
Total Releases
839
Python Versions
3 3.11
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
100
Popularity
70
Adoption
83
Community
70
Provenance
0
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
24,189
• 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
24,189
Stars
1,703
Stars per 1k downloads
70.40
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
1,132
Month daily avg
806
Momentum
+40.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
<3.12,>=3.11
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
Apache License 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
4 days ago
Total releases
839
Releases/year
117.5
• 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
97
Monthly downloads
24,189
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
86
 
Issue Burden
34.6
per 1k stars
Discussions
10.6
per 1k stars
Fork Ratio
30.9%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 360

Python Versions

3.11
86.1% 310
3.10
5.6% 20
3.9
5.0% 18
3.12
2.2% 8
3.7
1.1% 4

Top Countries

1. IE IE
166
2. US US
141
3. IL IL
84
4. HK HK
27
5. CN CN
6
6. TR TR
5
7. FR FR
2
8. GB GB
2
9. DE DE
1
10. IN IN
1

Weekly Downloads

GitHub Stars *

Dependencies

37
164 optional dependencies

Used By

1

Repository details

Forks
314
Issues
59
Last Commit
2 days ago
Contributors
97
Open PRs
61
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
mlrun mlops data-science machine-learning experiment-tracking
Sources and methodology