PyPI Stats
MAIF

shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
PyPI GitHub
Downloads
Day
185
Week
1.9K
Month
8.6K
Stars
3.2K
Forks
383
Issues
41
Version
2.8.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
74
Adoption
49
Community
50
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
8,573
• 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
8,573
Stars
3,211
Stars per 1k downloads
374.55
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
271
Month daily avg
286
Momentum
-5.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.14,>=3.9
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
Apache Software License 2.0
• 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
96 days ago
Total releases
52
Releases/year
9.8
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
31
Monthly downloads
8,573
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
57
 
Issue Burden
12.8
per 1k stars
Discussions
6.5
per 1k stars
Fork Ratio
8.1%
contrib / forks
Stale Release
88d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 167

Python Versions

3.12
38.9% 65
3.10
34.7% 58
3.11
25.1% 42
3.7
1.2% 2

Top Countries

1. NL NL
94
2. US US
37
3. CN CN
28
4. CA CA
5
5. TW TW
2
6. VN VN
2

Dependencies

19
28 optional dependencies

Used By

3

Package Information

License
Apache Software License 2.0
First Release
January 11, 2021
Last Release
3 months ago
Last Commit
1 week ago
Latest Version
2.8.1
Total Releases
52
Contributors
31
Open PRs
1
Archived
No
Author
Yann Golhen, Sebastien Bidault, Yann Lagre, Maxime Gendre, Maxime Lecardonnel, Guillaume Vignal
Python Versions
3 3.9 3.10 3.11 3.12 3.13
Wheels
py2 py3
Keywords
shapash
Topics
python machine-learning explainability explainable-ml transparency ethical-artificial-intelligence shap lime interpretability
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links