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
80
Popularity
49
Adoption
36
Community
40
Provenance
0
How the maintenance status was determined
Last commit
42 days ago
Monthly downloads
4,985
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
4,985
Stars
186
Stars per 1k downloads
37.31
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
240
Month daily avg
166
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.9
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
UCSD
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
18 days ago
Total releases
60
Releases/year
9.1
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
8
Monthly downloads
4,985
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
41
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
12.9%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
251
Python Versions
3.8
46.5%
114
3.7
17.1%
42
3.10
16.7%
41
3.9
14.7%
36
3.11
4.9%
12
Top Countries
1.
SG
232
SG
2.
US
32
US
3.
SE
8
SE
Dependencies
10
- numpy >=2.0.0
- pandas >=2.0.0
- psutil >=5.6.1
- scikit-learn >=0.24.2
- scipy >=1.6.3
- sigprofilerassignment >=1.1.3
- sigprofilermatrixgenerator >=1.3.5
- sigprofilerplotting >=1.4.3
- statsmodels >=0.9.0
- torch >=1.8.1
Used By
1
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
UCSD
First Release
December 9, 2019
Last Release
2 weeks ago
Last Commit
1 month ago
Latest Version
1.4.0
Total Releases
60
Contributors
8
Open PRs
0
Archived
No
Author
S Mishu Ashiqul Islam
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh