Monthly downloads
142.5K
Weekly downloads
33.3K
GitHub stars
8.3K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
<3.14,>=3.9
Licence
MIT
Last Release
11 months ago
Author
PyWhy Community
First Release
July 15, 2019
Total Releases
18
Python Versions
3
3.9
3.10
3.11
3.12
3.13
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 336 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
84
Adoption
71
Community
80
Provenance
100
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
142,521
•
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
142,521
Stars
8,344
Stars per 1k downloads
58.55
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
4,763
Month daily avg
4,751
Momentum
+0.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
<3.14,>=3.9
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 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
342 days ago
Total releases
18
Releases/year
2.5
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
130
Monthly downloads
142,521
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
84
Issue Burden
18.1
per 1k stars
Discussions
5.6
per 1k stars
Fork Ratio
12.3%
contrib / forks
Stale Release
336d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
2.6K
Windows
86
macOS
39
Python Versions
3.12
57.1%
1.5K
3.11
24.2%
634
3.10
7.7%
201
3.14
5.8%
152
3.13
5.2%
136
Top Countries
1.
US
2.4K
US
2.
SG
84
SG
3.
DE
45
DE
4.
IN
45
IN
5.
GB
40
GB
6.
IE
19
IE
7.
CA
14
CA
8.
MX
14
MX
9.
JP
12
JP
10.
NL
12
NL
Weekly Downloads
GitHub Stars
Dependencies
13
- causal-learn >=0.1.3.0
- cvxpy <2.0.0,>=1.7.1
- cython >=3.0
- joblib >=1.1.0
-
networkx
>=2.8.5
python_version < "3.10"
- numba >=0.59
- numpy >2.0
- pandas >1.0
- scikit-learn >1.0
-
scipy
<=1.15.3
python_version >= "3.9" and python_version < "3.13"
- statsmodels >=0.14
- sympy >=1.10.1
- tqdm >=4.64.0
4 optional dependencies
-
econml>=0.16[econml]extra == "econml"
-
matplotlib>=3.5.3[plotting]extra == "plotting"
-
pydot<2.0.0,>=1.4.2[pydot]extra == "pydot"
-
pygraphviz>=1.9[pygraphviz]extra == "pygraphviz"
Used By
25
- coreason-runtime 4.1K/mo
- neorx 645/mo
- effconnpy 644/mo
- expascribe 581/mo
- coreason-workspace-env 316/mo
- causaltune 262/mo
- causal-controlled-degradation 257/mo
- iflow-mcp-lethienhoavn-auto-causal-inference 238/mo
- eccs 229/mo
- bayesnestor 176/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh