PyPI Stats
clEsperanto

pyclesperanto-prototype

GPU-accelerated bio-image analysis focusing on 3D+t microscopy image data
PyPI GitHub

Shared Repository

This package shares its GitHub repository (clEsperanto/pyclesperanto_prototype) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
334
Week
1.1K
Month
8.0K
Stars
243
Forks
49
Issues
64
Version
0.24.5

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
50
Adoption
39
Community
60
How the maintenance status was determined
Last commit
12 days ago
Monthly downloads
7,959
• 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
7,959
Stars
243
Stars per 1k downloads
30.53
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
150
Month daily avg
265
Momentum
-43.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.6
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
BSD-3-Clause
• 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
584 days ago
Total releases
73
Releases/year
12.6
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
15
Monthly downloads
7,959
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
61
 
Issue Burden
263.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
30.6%
contrib / forks
Stale Release
571d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 39
Windows 9
macOS 6

Python Versions

3.13
53.7% 29
3.12
20.4% 11
3.11
14.8% 8
3.10
5.6% 3
3.9
5.6% 3

Top Countries

1. US US
28
2. DE DE
24
3. AU AU
2
4. SG SG
2
5. CA CA
1
6. CN CN
1

Package Information

License
BSD-3-Clause
First Release
July 15, 2020
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
0.24.5
Total Releases
73
Contributors
15
Open PRs
15
Archived
No
Author
Robert Haase
Python Versions
3 3.7 3.8 3.9 3.10
Wheels
py3
Topics
bioimage-analysis gpu-acceleration microscopy
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links