PyPI Stats
tensorflow

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit
PyPI GitHub

Shared Repository

This package shares its GitHub repository (tensorflow/fairness-indicators) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
104
Week
442
Month
2.1K
Stars
357
Forks
88
Issues
6
Version
0.48.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
55
Adoption
33
Community
70
How the maintenance status was determined
Last commit
275 days ago
Monthly downloads
2,142
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
2,142
Stars
357
Stars per 1k downloads
166.67
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
63
Month daily avg
71
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<4,>=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 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
315 days ago
Total releases
33
Releases/year
5.1
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
47
Monthly downloads
2,142
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
74
 
Issue Burden
16.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
53.4%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 24

Python Versions

3.11
87.5% 21
3.9
8.3% 2
3.7
4.2% 1

Top Countries

1. US US
26
2. SG SG
3
3. CA CA
1

Dependencies

6

Used By

0
Not used by any tracked packages

Package Information

License
Apache 2.0
First Release
October 25, 2019
Last Release
10 months ago
Last Commit
9 months ago
Latest Version
0.48.0
Total Releases
33
Contributors
47
Open PRs
25
Archived
No
Author
Google LLC
Python Versions
3 3.9
Wheels
py3
Keywords
tensorflow model analysis fairness indicators tensorboard machine learning
Topics
tensorflow fairness-ml fairness-indicators
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links