Package Insights
Package Risks
- No releases in 161 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
53
Adoption
61
Community
70
How the maintenance status was determined
Last commit
185 days ago
Monthly downloads
153,180
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
153,180
Stars
249
Stars per 1k downloads
1.63
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
4,798
Month daily avg
5,106
Momentum
-6.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
347 days ago
Total releases
14
Releases/year
2.3
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
153,180
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
65
Issue Burden
188.8
per 1k stars
Discussions
4.0
per 1k stars
Fork Ratio
40.9%
contrib / forks
Stale Release
161d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.7K
Windows
102
macOS
66
Python Versions
3.12
58.2%
1.0K
3.11
25.0%
447
3.10
9.3%
167
3.8
3.8%
68
3.13
3.6%
65
Top Countries
1.
US
1.2K
US
2.
CA
139
CA
3.
FR
94
FR
4.
SG
88
SG
5.
KR
59
KR
6.
DE
55
DE
7.
NL
39
NL
8.
CN
38
CN
9.
HK
27
HK
10.
IN
26
IN
Dependencies
9
- autograd >=1.3
- future >=1.0.0
- numba >=0.46
- numpy >=1.17
- pandas >=2.2.3
- patsy >=0.5.1
- scikit-learn >=0.19.1
- scipy >=1.4.0
- statsmodels >=0.14.1
Used By
6
Package Information
License
MIT License
First Release
February 26, 2020
Last Release
11 months ago
Last Commit
6 months ago
Latest Version
0.5.2
Total Releases
14
Contributors
38
Open PRs
2
Archived
No
Author
('Sambit Panda',)
Python Versions
3
3.8
3.9
3.10
3.11
3.12
3.13
3.14
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh