No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
60
Adoption
94
Community
50
Provenance
0
How the maintenance status was determined
Last commit
776 days ago
Monthly downloads
287,714
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
287,714
Stars
471
Stars per 1k downloads
1.64
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
22,319
Month daily avg
9,590
Momentum
+132.7%
((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
776 days ago
Total releases
7
Releases/year
2.5
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
6
Monthly downloads
287,714
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
21.2
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
9.8K
Windows
275
macOS
103
Python Versions
3.11
72.4%
7.2K
3.12
20.3%
2.0K
3.13
4.9%
490
3.14
1.2%
122
3.10
1.2%
117
Top Countries
1.
US
9.9K
US
2.
SG
117
SG
3.
IN
103
IN
4.
TW
103
TW
5.
ID
96
ID
6.
NL
66
NL
7.
CN
38
CN
8.
DE
22
DE
9.
GB
22
GB
10.
KE
18
KE
Used By
40
- lazyqml
- benchmarkdpfair
- krrood
- quoptuna
- mmm-fair
- aia-fairness
- venturalitica
- quapy
- meddatakit
- chimera-distributed-ml
- dro
- segmentae
- abc-network
- income-predict-d100-d400
- retaildata
- mmm-fair-cli
- clear-uq
- oxonfair
- ekuru-ltn
- muppet-xai
- table-toolkit
- autoelicit
- torchwnn
- automl-ai
- tabcamel
- ndstepwise
- pytorch-tabr
- featuristic
- sketchml
- fairlyuncertain
- flextrees
- phenoqc
- woodtapper
- gentab
- tabstruct
- project-lighthouse-anonymize
- binhd
- holmc
- 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
July 5, 2026
Data Freshness
Fresh