Package Insights
Package Risks
- No releases in 398 days despite active commits
- High downloads but no recent maintenance activity
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
87
Adoption
97
Community
60
How the maintenance status was determined
Last commit
1757 days ago
Monthly downloads
524,441
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
524,441
Stars
12,132
Stars per 1k downloads
23.13
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
23,454
Month daily avg
17,481
Momentum
+34.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.5
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
BSD
•
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
2155 days ago
Total releases
38
Releases/year
3.7
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
44
Monthly downloads
524,441
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
64
Issue Burden
8.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2.4%
contrib / forks
Stale Release
398d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
15.4K
Windows
195
macOS
56
Python Versions
3.9
61.7%
9.4K
3.12
18.7%
2.8K
3.11
11.4%
1.7K
3.13
4.3%
657
3.10
4.0%
601
Top Countries
1.
US
12.4K
US
2.
IE
1.4K
IE
3.
IN
541
IN
4.
BE
276
BE
5.
NL
255
NL
6.
AU
215
AU
7.
DE
192
DE
8.
SG
143
SG
9.
CN
58
CN
10.
GB
46
GB
Dependencies
0
No dependencies
Used By
102
- evalml
- piml
- lecrapaud
- arthurai
- modeva
- cdt-test
- radiomicsmodellingsuite
- dl-backtrace
- alloyxai
- esmvaltool
- datto
- antakia-core
- explainiverse
- ferret-xai
- abgrouponline
- model-explain
- aucmedi
- efficient-classifier
- equitas
- automlbench
- llama-lime
- oban-classifier
- dataramp
- dianna
- autopocket
- ensemble-hoax-news-detector
- zaganidis-scientific-ml-modules
- ocdocker
- xai-explainer
- h1st
- pyreal
- explaineval
- rim-interpret
- xai-evals
- xai-eval
- exact-ai
- helix-ai
- nle-framework-pappppx
- causl
- agextend
- explainableai
- smer-visual
- ibbi
- bias-lens
- xai-feature-selection
- rai-mldev
- evalml-automining
- alphaml
- counterplots
- qpaml
Package Information
License
BSD
First Release
March 24, 2016
Last Release
5 years ago
Last Commit
4 years ago
Latest Version
0.2.0.1
Total Releases
38
Contributors
44
Open PRs
26
Archived
No
Author
Marco Tulio Ribeiro
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh