PyPI Stats
microsoft

raiwidgets

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (microsoft/responsible-ai-toolbox) with 4 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
227
Week
1.6K
Month
9.2K
Stars
1.8K
Forks
476
Issues
53
Version
0.36.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
72
Adoption
39
Community
90
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
9,156
• 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
9,156
Stars
1,759
Stars per 1k downloads
192.11
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
230
Month daily avg
305
Momentum
-24.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.7
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
667 days ago
Total releases
58
Releases/year
10.5
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
10,000
Monthly downloads
9,156
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
80
 
Issue Burden
30.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2100.8%
contrib / forks
Stale Release
660d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 256

Python Versions

3.10
53.5% 137
3.11
21.9% 56
3.6
15.6% 40
3.9
8.2% 21
3.7
0.8% 2

Top Countries

1. SG SG
159
2. US US
94
3. IE IE
12
4. DE DE
4
5. HK HK
2
6. CA CA
1

Dependencies

10

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
November 3, 2020
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
0.36.0
Total Releases
58
Contributors
10,000
Open PRs
41
Archived
No
Author
Roman Lutz, Ilya Matiach, Ke Xu
Python Versions
3.7 3.8 3.9 3.10
Wheels
py3
Topics
ui responsible-ai data-science fairness fairness-ml fairness-ai explainable-ai explainable-ml explainability machinelearning machine-learning ml visualization widgets widget jupyter error-analysis data-analysis data-visualization interpretability
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links