PyPI Stats
OML-Team

open-metric-learning

OML is a PyTorch-based framework to train and validate the models producing high-quality embeddings.
PyPI GitHub
Downloads
Day
60
Week
343
Month
2.4K
Stars
989
Forks
77
Issues
29
Version
4.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
60
Adoption
33
Community
45
How the maintenance status was determined
Last commit
161 days ago
Monthly downloads
2,412
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
2,412
Stars
989
Stars per 1k downloads
410.03
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
49
Month daily avg
80
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<4.0,>=3.8
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
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
399 days ago
Total releases
67
Releases/year
17.8
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
24
Monthly downloads
2,412
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
52
 
Issue Burden
29.3
per 1k stars
Discussions
1.0
per 1k stars
Fork Ratio
31.2%
contrib / forks
Stale Release
238d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 14

Python Versions

3.11
64.3% 9
3.10
21.4% 3
3.12
14.3% 2

Top Countries

1. NL NL
7
2. US US
5
3. HK HK
2
4. CA CA
1

Dependencies

11
21 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache License 2.0
First Release
August 2, 2022
Last Release
1 year ago
Last Commit
5 months ago
Latest Version
4.0.0
Total Releases
67
Contributors
24
Open PRs
6
Archived
No
Author
Shabanov Aleksei
Python Versions
3.10 3.11
Wheels
py3
Keywords
data-science computer-vision deep-learning pytorch metric-learning representation-learning pytorch-lightning
Topics
computer-vision data-science deep-learning metric-learning pytorch pytorch-lightning representation-learning hacktoberfest similarity-learning hacktoberfest-2023 hacktoberfest2023
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links