Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
66
Adoption
50
Community
60
How the maintenance status was determined
Last commit
407 days ago
Monthly downloads
105,766
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
105,766
Stars
1,173
Stars per 1k downloads
11.09
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
2,246
Month daily avg
3,526
Momentum
-36.3%
((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
Apache License Version 2.0, January 2004
•
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
545 days ago
Total releases
16
Releases/year
2.2
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
22
Monthly downloads
105,766
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
63
Issue Burden
35.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.6%
contrib / forks
Stale Release
138d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
830
Windows
117
macOS
72
Python Versions
3.12
46.1%
442
3.10
22.6%
217
3.11
22.0%
211
3.9
4.8%
46
3.13
4.5%
43
Top Countries
1.
US
575
US
2.
SG
80
SG
3.
CN
62
CN
4.
NL
47
NL
5.
DE
40
DE
6.
FR
28
FR
7.
BE
17
BE
8.
CA
17
CA
9.
IN
17
IN
10.
GB
13
GB
Dependencies
9
- future
- numpy >=1.10.2
- pandas
- pillow >=7.1.2
- scikit-image
- scikit-learn
- scipy
- threadpoolctl
- unittest2
Package Information
License
Apache License Version 2.0, January 2004
First Release
February 4, 2019
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.25.1
Total Releases
16
Contributors
22
Open PRs
13
Archived
No
Author
Division of Medical Image Computing, German Cancer Research Center AND Applied Computer Vision Lab, Helmholtz Imaging Platform
Wheels
py3
Keywords
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh