PyPI Stats
pritampanda15

pandadock

PandaDock: Physics based Molecular Docking with GNN Scoring
PyPI GitHub
Downloads
Day
12
Week
116
Month
1.1K
Stars
95
Forks
18
Issues
0
Version
4.0.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
40
Adoption
30
Community
10
How the maintenance status was determined
Last commit
70 days ago
Monthly downloads
1,058
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
1,058
Stars
95
Stars per 1k downloads
89.79
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
17
Month daily avg
35
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
>=3.8
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
70 days ago
Total releases
29
Releases/year
26.1
• 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
1
Monthly downloads
1,058
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
24
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
5.6%
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
2. US US
1

Dependencies

9
14 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
March 26, 2025
Last Release
2 months ago
Last Commit
2 months ago
Latest Version
4.0.2
Total Releases
29
Contributors
1
Open PRs
0
Archived
No
Author
Pritam Kumar Panda
Python Versions
3 3.8 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
molecular-docking drug-discovery graph-neural-network GNN SE3-equivariant binding-affinity computational-chemistry bioinformatics
Topics
docking docking-application flexible gpu physics learning machine algorithm cpu cuda gpu-computing gnn graph machine-learning neural-network pearson-correlation spearman-rank-correlation
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links