PyPI Stats
open-atmos

pysdm-examples

Pythonic particle-based (super-droplet) cloud microphysics (and aqueous-chemistry) package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab
PyPI GitHub

Shared Repository

This package shares its GitHub repository (open-atmos/PySDM) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
679
Week
2.1K
Month
8.8K
Stars
86
Forks
53
Issues
197
Version
3.0.0rc28

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
44
Adoption
59
Community
80
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
8,753
• 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
8,753
Stars
86
Stars per 1k downloads
9.83
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
303
Month daily avg
292
Momentum
+3.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
GPL-3.0
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
1 days ago
Total releases
51
Releases/year
11.0
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
40
Monthly downloads
8,753
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
87
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
75.5%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 10
Windows 2
macOS 2

Python Versions

3.12
85.7% 12
3.10
14.3% 2

Top Countries

1. US US
36
2. DK DK
4
3. KR KR
2
4. SG SG
2
5. CA CA
1
6. NL NL
1

Dependencies

13
12 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
GPL-3.0
First Release
September 18, 2021
Last Release
Yesterday
Last Commit
6 days ago
Latest Version
3.0.0rc28
Total Releases
51
Contributors
40
Open PRs
41
Archived
No
Author
https://github.com/open-atmos/PySDM/graphs/contributors
Wheels
py3
Topics
physics-simulation monte-carlo-simulation gpu-computing atmospheric-modelling particle-system numba thrust nvrtc pint atmospheric-physics python simulation gpu cuda research pypi-package
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links