PyPI Stats
AdrienC21

ccsd

Combinatorial Complex Score-based Diffusion model using stochastic differential equations
PyPI GitHub
Downloads
Day
18
Week
64
Month
291
Stars
10
Forks
1
Issues
0
Version
0.3.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
20
Popularity
17
Adoption
24
Community
10
How the maintenance status was determined
Last commit
961 days ago
Monthly downloads
291
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
291
Stars
10
Stars per 1k downloads
34.36
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
9
Month daily avg
10
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.10
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
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
961 days ago
Total releases
7
Releases/year
2.6
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
2
Monthly downloads
291
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
8
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
200.0%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

25

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
August 12, 2023
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.3.3
Total Releases
7
Contributors
2
Open PRs
0
Archived
No
Author
Adrien Carrel
Python Versions
3 3.7
Wheels
py3
Keywords
ccsd python diffusion-models combinatorial-complex score-based-generative-models score-based-generative-modelingtopological-deep-learning higher-order-models tdl molecule molecule-generation machine-learning deep-learning graph-neural-networks graph topology diffusion artificial-intelligence topological-neural-networks topological-data-analysis
Topics
combinatorial-complex diffusion-models graph molecule score-based-generative-modeling topological-deep-learning topology artificial-intelligence ccsd deep-learning diffusion graph-neural-networks higher-order-models machine-learning molecule-generation python score-based-generative-models tdl topological-data-analysis topological-neural-networks
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links