PyPI Stats
allegroai

trains

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
PyPI GitHub

Shared Repository

This package shares its GitHub repository (allegroai/trains) with 10 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
178
Week
1.0K
Month
5.7K
Stars
6.7K
Forks
774
Issues
543
Version
0.16.4

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
82
Adoption
37
Community
80
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
5,730
• 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
5,730
Stars
6,657
Stars per 1k downloads
1161.78
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
148
Month daily avg
191
Momentum
-22.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
1973 days ago
Total releases
115
Releases/year
16.6
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
113
Monthly downloads
5,730
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
81.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
14.6%
contrib / forks
Stale Release
1972d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 88

Python Versions

3.11
55.7% 49
3.8
23.9% 21
3.7
13.6% 12
3.12
5.7% 5
3.10
1.1% 1

Top Countries

1. US US
50
2. DE DE
31
3. CN CN
21
4. AU AU
15
5. GB GB
2
6. CA CA
1
7. HK HK
1
8. LU LU
1

Dependencies

22
3 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache License 2.0
First Release
June 10, 2019
Last Release
5 years ago
Last Commit
Yesterday
Latest Version
0.16.4
Total Releases
115
Contributors
113
Open PRs
18
Archived
No
Author
Allegroai
Python Versions
2.7 3.5 3.6 3.7 3.8
Wheels
py2 py3
Keywords
trains development machine deep learning version control machine-learning machinelearning deeplearning deep-learning experiment-manager experimentmanager
Topics
version-control experiment-manager version control experiment deeplearning deep-learning machine-learning machinelearning ai trains trainsai clearml k8s devops mlops
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links