PyRank
microsoft

raiutils

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
More links
Download Stats
Monthly downloads
42.4K
Weekly downloads
10.7K
GitHub stars *
1.8K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.4.2
Requires Python
>=3.7
Licence
MIT License
Last Release
2 years ago
Author
Roman Lutz, Ilya Matiach, Ke Xu
First Release
March 18, 2022
Total Releases
7
Python Versions
3.7 3.8 3.9 3.10 3.11
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

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
72
Adoption
66
Community
90
Provenance
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
42,386
• 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
42,386
Stars
1,844
Stars per 1k downloads
43.50
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
1,525
Month daily avg
1,413
Momentum
+8.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.7
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 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
913 days ago
Total releases
7
Releases/year
1.5
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
4,297
Monthly downloads
42,386
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
29.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
857.7%
contrib / forks
Stale Release
902d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 900
Windows 32
macOS 13

Python Versions

3.10
31.6% 257
3.8
26.7% 217
3.11
19.7% 160
3.14
12.7% 103
3.12
9.5% 77

Top Countries

1. US US
718
2. AE AE
96
3. NL NL
91
4. SE SE
51
5. ES ES
35
6. FR FR
35
7. IE IE
27
8. IN IN
20
9. SG SG
14
10. PL PL
11

Weekly Downloads

GitHub Stars *

Dependencies

5

Used By

8

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology