PyRank
pyg-team

torch-geometric

Graph Neural Network Library for PyTorch
PyPI GitHub

Shared Repository

This package shares its GitHub repository (pyg-team/pytorch_geometric) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
90.5K
Week
569.6K
Month
2.7M
Stars
23.8K
Forks
4.0K
Issues
970
Version
2.7.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
91
Adoption
70
Community
80
How the maintenance status was determined
Last commit
22 days ago
Monthly downloads
2,691,633
• 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
2,691,633
Stars
23,764
Stars per 1k downloads
8.83
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
81,375
Month daily avg
89,721
Momentum
-9.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
219 days ago
Total releases
45
Releases/year
5.6
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
552
Monthly downloads
2,691,633
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
91
 
Issue Burden
40.8
per 1k stars
Discussions
106.7
per 1k stars
Fork Ratio
13.8%
contrib / forks
Stale Release
196d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 35.3K
Windows 1.3K
macOS 647

Python Versions

3.12
63.4% 22.9K
3.11
21.0% 7.6K
3.10
8.1% 2.9K
3.13
4.7% 1.7K
3.14
2.8% 996

Top Countries

1. US US
30.2K
2. DE DE
1.6K
3. SG SG
1.3K
4. CN CN
780
5. NL NL
749
6. GB GB
416
7. TW TW
359
8. IN IN
272
9. HK HK
229
10. IE IE
223

Dependencies

9
47 optional dependencies

Used By

362
View all 362 dependents

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT
First Release
May 25, 2018
Last Release
7 months ago
Last Commit
3 weeks ago
Latest Version
2.7.0
Total Releases
45
Contributors
552
Open PRs
308
Archived
No
Python Versions
3.10 3.11 3.12 3.13
Wheels
py3
Keywords
deep-learning pytorch geometric-deep-learning graph-neural-networks graph-convolutional-networks
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links