PyPI Stats
pgmpy

pgmpy

Python Toolkit for Causal and Probabilistic Reasoning
PyPI GitHub

Shared Repository

This package shares its GitHub repository (pgmpy/pgmpy) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
18.9K
Week
96.6K
Month
447.8K
Stars
3.3K
Forks
1.1K
Issues
406
Version
1.1.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
79
Adoption
66
Community
100
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
447,836
• 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
447,836
Stars
3,264
Stars per 1k downloads
7.29
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
13,799
Month daily avg
14,928
Momentum
-7.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=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
6 days ago
Total releases
29
Releases/year
2.8
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
218
Monthly downloads
447,836
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
95
 
Issue Burden
124.4
per 1k stars
Discussions
11.6
per 1k stars
Fork Ratio
19.4%
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 11.7K
Windows 292
macOS 88

Python Versions

3.12
73.8% 8.8K
3.11
17.9% 2.1K
3.10
3.8% 455
3.13
3.1% 371
3.9
1.4% 167

Top Countries

1. US US
7.9K
2. SG SG
1.4K
3. GB GB
860
4. HK HK
510
5. NL NL
457
6. DE DE
164
7. CN CN
111
8. AU AU
89
9. JP JP
86
10. TW TW
84

Dependencies

12
29 optional dependencies

Used By

41
View all 41 dependents

Package Information

License
MIT License
First Release
February 8, 2016
Last Release
6 days ago
Last Commit
2 days ago
Latest Version
1.1.2
Total Releases
29
Contributors
218
Open PRs
149
Archived
No
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
py3
Topics
python bayesian-networks causal-inference causal-discovery causal-identification causal-models probabilistic-inference mixed-data synthetic-data causal-validation simulation causal-effect causal-prediction graphical-models hacktoberfest
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links