PyPI Stats
BCG-X-Official

gamma-facet

Human-explainable AI.
PyPI GitHub
Downloads
Day
380
Week
1.7K
Month
7.0K
Stars
532
Forks
46
Issues
7
Version
2.2.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
54
Adoption
58
Community
10
How the maintenance status was determined
Last commit
236 days ago
Monthly downloads
6,980
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
6,980
Stars
532
Stars per 1k downloads
76.22
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
239
Month daily avg
233
Momentum
+2.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4a,>=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
Apache Software License v2.0
• 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
236 days ago
Total releases
32
Releases/year
5.8
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
9
Monthly downloads
6,980
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
33
 
Issue Burden
13.2
per 1k stars
Discussions
9.4
per 1k stars
Fork Ratio
19.6%
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

Linux 191
macOS 1

Python Versions

3.11
63.0% 121
3.12
35.4% 68
3.7
1.6% 3

Top Countries

1. NL NL
188
2. SG SG
8
3. US US
3
4. CA CA
1
5. TW TW
1

Dependencies

10
12 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache Software License v2.0
First Release
November 1, 2020
Last Release
7 months ago
Last Commit
7 months ago
Latest Version
2.2.2
Total Releases
32
Contributors
9
Open PRs
0
Archived
No
Author
Boston Consulting Group (BCG)
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Topics
data-science machine-learning python data-analytics model-selection hyperparameter-tuning interpretability explainable-ai shap-vector-decomposition statistics simulation
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links