PyRank
ThalesGroup

agilab

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (ThalesGroup/agilab) with 20 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
861
Week
5.0K
Month
19.8K
Stars
16
Forks
1
Issues
1
Version
2026.5.21.post1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
20
Adoption
62
Community
30
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
19,817
• 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
19,817
Stars
16
Stars per 1k downloads
0.81
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
714
Month daily avg
661
Momentum
+8.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
BSD-3-Clause
• 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
0 days ago
Total releases
388
Releases/year
329.3
• 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
13
Monthly downloads
19,817
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
47
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
1300.0%
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 70
macOS 55
Windows 46

Python Versions

3.13
81.5% 141
3.12
12.1% 21
3.11
5.2% 9
3.8
1.2% 2

Top Countries

1. US US
452
2. HK HK
44
3. DE DE
33
4. RU RU
24
5. SG SG
24
6. JP JP
22
7. CN CN
19
8. FR FR
16
9. GB GB
16
10. IE IE
13

Dependencies

3
46 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD-3-Clause
First Release
March 18, 2025
Last Release
23 hr ago
Last Commit
Yesterday
Latest Version
2026.5.21.post1
Total Releases
388
Contributors
13
Open PRs
4
Archived
No
Author
Jean-Pierre Morard
Python Versions
3 3.11 3.12 3.13
Wheels
py3
Keywords
python machine-learning ai-experimentation reproducibility reproducible-research mlops workflow-orchestration distributed-computing distributed-execution streamlit mlflow experiment-tracking dask jupyter jupyter-notebook cython free-threaded-python agentic-ai ai-agents codex claude
Tracking Since
January 14, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links