PyPI Stats
sdpython

mlinsights

Extends scikit-learn with new models, transformers, metrics, plotting.
PyPI GitHub
Downloads
Day
141
Week
804
Month
5.4K
Stars
72
Forks
14
Issues
16
Version
0.5.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
37
Adoption
37
Community
20
How the maintenance status was determined
Last commit
108 days ago
Monthly downloads
5,414
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
5,414
Stars
72
Stars per 1k downloads
13.30
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
115
Month daily avg
180
Momentum
-36.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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
153 days ago
Total releases
21
Releases/year
2.9
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
2
Monthly downloads
5,414
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
33
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
14.3%
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 14

Python Versions

3.9
30.8% 4
3.10
23.1% 3
2.7
15.4% 2
3.11
15.4% 2
3.7
15.4% 2

Top Countries

1. US US
16
2. CA CA
3

Dependencies

3
28 optional dependencies

Used By

4

Package Information

License
MIT License
First Release
March 5, 2019
Last Release
5 months ago
Last Commit
3 months ago
Latest Version
0.5.3
Total Releases
21
Contributors
2
Open PRs
1
Archived
No
Author
Xavier Dupré
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
cp311
Keywords
onnx cython scikit-learn machine-learning
Topics
python3 scikit-learn machine-learning algorithms
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links