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
10
Popularity
49
Adoption
55
Community
70
Provenance
0
How the maintenance status was determined
Last commit
935 days ago
Monthly downloads
384,911
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
384,911
Stars
205
Stars per 1k downloads
0.53
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
9,640
Month daily avg
12,830
Momentum
-24.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.6
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
new 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
1197 days ago
Total releases
4
Releases/year
0.6
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
38
Monthly downloads
384,911
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
71
Issue Burden
141.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
77.6%
contrib / forks
Stale Release
261d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
5.2K
Windows
44
macOS
9
Python Versions
3.10
47.9%
2.4K
3.12
31.8%
1.6K
3.11
9.8%
502
3.13
7.0%
358
3.8
3.4%
174
Top Countries
1.
US
4.8K
US
2.
NL
223
NL
3.
SG
85
SG
4.
CN
38
CN
5.
GR
32
GR
6.
KR
27
KR
7.
HK
15
HK
8.
IE
11
IE
9.
AU
9
AU
10.
DE
8
DE
Dependencies
3
- numpy >=1.13.3
- scikit-learn >=0.23.0
- scipy >=0.19.1
8 optional dependencies
- matplotlib[docs]
- numpydoc[docs]
- pillow[docs]
- pytest[tests]
- pytest-cov[tests]
- sphinx[docs]
- sphinx-gallery[docs]
- sphinx-rtd-theme[docs]
Used By
28
- protenix
- modeva
- pycpet
- napari-tmidas
- text-explainability
- db-robust-clust
- jale
- creditpy
- autoaicluster
- aiops-ml
- geolet-reloaded
- bixplot
- data-suite
- spycone
- tripp
- gbfs
- selector-ac
- brain-pasta
- pasampling
- tsproto
- signifikante
- brainspice
- aurabind
- chemicalspace
- curdrice-v2
- pyesse
- offline-model-builder
- dbrobustclust
Package Information
License
new BSD
First Release
March 29, 2020
Last Release
3 years ago
Last Commit
2 years ago
Latest Version
0.3.0
Total Releases
4
Contributors
38
Open PRs
15
Archived
No
Python Versions
3.6
3.7
3.8
3.9
Wheels
cp310
cp311
cp37
cp38
cp39
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh