PyPI Stats
a-r-j

graphein

Protein Graph Library
PyPI GitHub
Downloads
Day
102
Week
485
Month
4.7K
Stars
1.2K
Forks
140
Issues
42
Version
1.7.8

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
64
Adoption
36
Community
60
How the maintenance status was determined
Last commit
47 days ago
Monthly downloads
4,669
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
4,669
Stars
1,170
Stars per 1k downloads
250.59
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
69
Month daily avg
156
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
>=3.7
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
102 days ago
Total releases
32
Releases/year
6.9
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
28
Monthly downloads
4,669
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
72
 
Issue Burden
35.9
per 1k stars
Discussions
23.1
per 1k stars
Fork Ratio
20.0%
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 25

Python Versions

3.10
36.0% 9
3.12
32.0% 8
3.11
24.0% 6
3.9
8.0% 2

Top Countries

1. US US
21
2. DE DE
2
3. JP JP
2
4. KR KR
2
5. CA CA
1

Dependencies

25
48 optional dependencies

Used By

4

Package Information

License
MIT
First Release
September 28, 2021
Last Release
3 months ago
Last Commit
1 month ago
Latest Version
1.7.8
Total Releases
32
Contributors
28
Open PRs
14
Archived
No
Author
Arian Jamasb
Python Versions
3.7 3.8 3.9 3.10 3.11
Wheels
py3
Topics
protein protein-structure deep-learning pytorch graph-neural-networks dgl computational-biology bioinformatics structural-biology protein-data-bank protein-design geometric-deep-learning pytorch-geometric python interactomics interactome rna ppi-networks gene-regulatory-networks drug-discovery
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links