PyRank
heartexlabs

label-studio-ml

Configs and boilerplates for Label Studio's Machine Learning backend
PyPI GitHub
More links
Download Stats
Monthly downloads
2.5K
Weekly downloads
600
GitHub stars
1.1K

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

Package Information

Latest Version
1.0.9
Requires Python
>=3.6
Licence
MIT License
Last Release
3 years ago
Author
Heartex
First Release
June 14, 2021
Total Releases
18
Python Versions
3
Current security advisory — review the warning above

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
69
Adoption
33
Community
90
Provenance
0
How the maintenance status was determined
Last commit
32 days ago
Monthly downloads
2,495
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
2,495
Stars
1,106
Stars per 1k downloads
443.29
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
86
Month daily avg
83
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.
More insights and metrics
Python version support tiers
requires_python
>=3.6
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
MIT License
• 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
1383 days ago
Total releases
18
Releases/year
3.4
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
55
Monthly downloads
2,495
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
75
 
Issue Burden
127.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
11.2%
contrib / forks
Stale Release
1350d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 44
Windows 8
macOS 2

Python Versions

3.14
50.9% 27
3.12
17.0% 9
3.10
15.1% 8
3.11
9.4% 5
3.13
7.5% 4

Top Countries

1. US US
40
2. CN CN
38
3. DE DE
4
4. SG SG
3
5. NL NL
2
6. VN VN
2
7. AU AU
1
8. EG EG
1
9. ES ES
1
10. GB GB
1

Weekly Downloads

GitHub Stars

Dependencies

0
No dependencies

Used By

2

Repository details

Forks
490
Issues
141
Last Commit
1 month ago
Contributors
55
Open PRs
49
Archived
No

Data and sources

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