PyPI Stats
pyt-team

topomodelx

Topological Deep Learning
PyPI GitHub
Downloads
Day
43
Week
166
Month
381
Stars
330
Forks
102
Issues
29
Version
0.0.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
10
Popularity
55
Adoption
25
Community
80
How the maintenance status was determined
Last commit
219 days ago
Monthly downloads
381
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
381
Stars
330
Stars per 1k downloads
866.14
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
24
Month daily avg
13
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 License
• 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
563 days ago
Total releases
1
Releases/year
0.6
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
48
Monthly downloads
381
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
74
 
Issue Burden
87.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
47.1%
contrib / forks
Stale Release
343d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 6
Windows 1

Python Versions

3.12
57.1% 4
3.11
28.6% 2
3.14
14.3% 1

Top Countries

1. US US
8
2. PH PH
3
3. CN CN
2
4. CA CA
1
5. DE DE
1
6. HK HK
1

Dependencies

11
19 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
October 20, 2024
Last Release
1 year ago
Last Commit
7 months ago
Latest Version
0.0.1
Total Releases
1
Contributors
48
Open PRs
14
Archived
No
Python Versions
3 3.10 3.11
Wheels
py3
Topics
cell-complex-networks cell-complex-neural-networks cxn graph-neural-networks higher-order-models higher-order-networks topological-data-analysis topological-deep-learning cw-networks simplicial-neural-networks cell-neural-networks cellular-message-passing higher-order-message-passing simplicial-message-passing topological-message-passing tensor-diagrams topological-neural-networks cw-complex hypergraph-neural-networks hypergraph-learning
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links