PyPI Stats
andrewtavis

causeinfer

Machine learning based causal inference/uplift in Python
PyPI GitHub
Downloads
Day
62
Week
194
Month
655
Stars
63
Forks
12
Issues
7
Version
1.0.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
36
Adoption
28
Community
10
How the maintenance status was determined
Last commit
12 days ago
Monthly downloads
655
• 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
655
Stars
63
Stars per 1k downloads
96.18
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
28
Month daily avg
22
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
>=3.6
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
new BSD
• 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
1397 days ago
Total releases
35
Releases/year
5.4
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
3
Monthly downloads
655
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
29
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
25.0%
contrib / forks
Stale Release
1384d
 
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. HK HK
1

Dependencies

12

Used By

0
Not used by any tracked packages

Package Information

License
new BSD
First Release
November 20, 2019
Last Release
3 years ago
Last Commit
1 week ago
Latest Version
1.0.2
Total Releases
35
Contributors
3
Open PRs
0
Archived
No
Author
Andrew Tavis McAllister
Python Versions
3 3.6 3.7 3.8
Wheels
py3
Topics
causal-inference machine-learning treatment-effects uplift-modeling causality data-science statistics econometrics python uplift ab-testing open-source dataset data-analysis data-visualization python3
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links