PyRank
seung-lab

connected-components-3d

Connected components on discrete and continuous multilabel 3D & 2D images. Handles 26, 18, and 6 connected variants; periodic boundaries (4, 8, & 6)
PyPI GitHub
More links
Download Stats
Monthly downloads
200.5K
Weekly downloads
60.6K
GitHub stars
465

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

Package Information

Latest Version
4.1.0
Requires Python
<4.0,>=3.9
Licence
LGPL-3.0-or-later
Last Release
1 month ago
Author
William Silversmith
First Release
January 6, 2019
Total Releases
79
Python Versions
3 3.10 3.11 3.12 3.13 3.14
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
54
Adoption
93
Community
30
Provenance
0
How the maintenance status was determined
Last commit
51 days ago
Monthly downloads
200,506
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
200,506
Stars
465
Stars per 1k downloads
2.32
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
8,664
Month daily avg
6,684
Momentum
+29.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
<4.0,>=3.9
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
LGPL-3.0-or-later
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
51 days ago
Total releases
79
Releases/year
10.2
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
5
Monthly downloads
200,506
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
46
 
Issue Burden
32.3
per 1k stars
Discussions
21.5
per 1k stars
Fork Ratio
10.0%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 4.7K
Windows 277
macOS 154

Python Versions

3.11
38.9% 1.9K
3.14
22.9% 1.1K
3.12
16.3% 781
3.13
12.1% 578
3.10
9.8% 469

Top Countries

1. US US
5.1K
2. KR KR
2.3K
3. SG SG
476
4. CN CN
129
5. HK HK
107
6. DE DE
98
7. BE BE
60
8. RU RU
59
9. CA CA
58
10. JP JP
57

Weekly Downloads

GitHub Stars

Dependencies

1
2 optional dependencies

Used By

48
View all 48 dependents

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
connected-components CCL volumetric-data numpy connectomics image-processing biomedical-image-processing decision-tree union-find sauf 2d 3d
Sources and methodology