Package Insights
Package Risks
- No releases in 224 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
71
Adoption
77
Community
50
How the maintenance status was determined
Last commit
39 days ago
Monthly downloads
6,238
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
6,238
Stars
2,758
Stars per 1k downloads
442.13
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
519
Month daily avg
208
Momentum
+149.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
MIT
•
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
263 days ago
Total releases
87
Releases/year
18.4
•
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
27
Monthly downloads
6,238
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
29.0
per 1k stars
Discussions
5.4
per 1k stars
Fork Ratio
11.2%
contrib / forks
Stale Release
224d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
11
Windows
4
macOS
4
Python Versions
3.11
31.6%
6
3.8
31.6%
6
3.10
21.1%
4
3.12
10.5%
2
3.9
5.3%
1
Top Countries
1.
US
13
US
2.
JP
6
JP
3.
BR
2
BR
4.
SG
2
SG
5.
CA
1
CA
Dependencies
28
- aiohttp <4,>=3.8.1
- all-clip <2,>=1.3.0
- autofaiss <3,>=2.17.0
- clip-anytorch <3,>=2.5.0
- faiss-cpu <2,>=1.7.2
- fire <0.6.0,>=0.4.0
- flask <4,>=3.0.0
- flask-cors <5,>=4.0.0
- flask-restful <1,>=0.3.9
- fsspec
- h5py <4,>=3.1.0
- img2dataset <2,>=1.46.0
- multilingual-clip <2,>=1.0.10
- numpy <2,>=1.19.5
- open-clip-torch <3.0.0,>=2.0.0
- pandas <3,>=1.1.5
- prometheus-client <1,>=0.13.1
- pyarrow <16,>=6.0.1
- requests <3,>=2.28.0
- scipy >=1.11.0
- sentence-transformers <3,>=2.2.0
- torch <3,>=1.7.1
- torchvision <2,>=0.10.1
- tqdm <5,>=4.62.3
- transformers
- urllib3 >=1.26.0
- wandb >=0.17.0
- webdataset <0.3,>=0.2
Used By
0
Not used by any tracked packages
Package Information
License
MIT
First Release
August 11, 2021
Last Release
8 months ago
Last Commit
1 month ago
Latest Version
2.45.0
Total Releases
87
Contributors
27
Open PRs
14
Archived
No
Author
Romain Beaumont
Python Versions
3.10
3.11
3.12
Wheels
py3
Keywords
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh