Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
60
Adoption
52
Community
50
How the maintenance status was determined
Last commit
731 days ago
Monthly downloads
180,992
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
180,992
Stars
458
Stars per 1k downloads
2.53
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
5,424
Month daily avg
6,033
Momentum
-10.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
731 days ago
Total releases
7
Releases/year
2.6
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
6
Monthly downloads
180,992
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
51
Issue Burden
21.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
3.0%
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
2.8K
Windows
461
macOS
92
Python Versions
3.12
57.1%
1.9K
3.11
23.4%
761
3.13
11.3%
368
3.14
4.2%
138
3.10
4.1%
132
Top Countries
1.
US
2.5K
US
2.
SG
96
SG
3.
CN
90
CN
4.
TW
88
TW
5.
RU
82
RU
6.
NL
75
NL
7.
DE
32
DE
8.
IN
32
IN
9.
JP
28
JP
10.
PL
24
PL
Used By
41
- effector
- venturalitica
- aia-fairness
- krrood
- lazyqml
- meddatakit
- quapy
- mmm-fair
- chimera-distributed-ml
- abc-network
- segmentae
- tabcamel
- amuletml
- muppet-xai
- retaildata
- quoptuna
- oxonfair
- dro
- clear-uq
- income-predict-d100-d400
- table-toolkit
- pytorch-tabr
- automl-ai
- ekuru-ltn
- torchwnn
- mmm-fair-cli
- autoelicit
- fairlyuncertain
- featuristic
- ndstepwise
- sketchml
- gentab
- phenoqc
- flextrees
- woodtapper
- tabstruct
- binhd
- holmc
- project-lighthouse-anonymize
- ltn2
- fairbalance
Package Information
License
MIT License
First Release
September 19, 2023
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.0.7
Total Releases
7
Contributors
6
Open PRs
3
Archived
No
Author
Philip Truong
Python Versions
3
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh