Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
82
Adoption
62
Community
60
How the maintenance status was determined
Last commit
57 days ago
Monthly downloads
158,787
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
158,787
Stars
5,683
Stars per 1k downloads
35.79
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
5,255
Month daily avg
5,293
Momentum
-0.7%
((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
68 days ago
Total releases
43
Releases/year
5.4
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
42
Monthly downloads
158,787
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
68
Issue Burden
13.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
3.8%
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
3.9K
Windows
793
macOS
265
Python Versions
3.12
45.0%
2.1K
3.11
31.7%
1.5K
3.13
11.6%
542
3.10
7.4%
348
3.14
4.3%
200
Top Countries
1.
US
3.3K
US
2.
SG
239
SG
3.
FI
206
FI
4.
KR
154
KR
5.
CN
120
CN
6.
DE
99
DE
7.
IN
85
IN
8.
HK
77
HK
9.
NL
73
NL
10.
JP
72
JP
Dependencies
6
- cvxpy >=1.1.19
- numpy <3.0.0,>=1.26.0
- pandas <4.0.0,>=1.0.0
- scikit-base <0.14.0
- scikit-learn >=0.24.1
- scipy >=1.3.0
9 optional dependencies
- cvxopt[all-extras]
- ecos[all-extras]
- matplotlib[all-extras]
- nbmake[notebook-test]
- plotly[all-extras]
- pytest[dev]
- pytest-cov[dev]
- pytest-rerunfailures[notebook-test]
- yfinance[dev]
Package Information
License
MIT License
First Release
June 10, 2018
Last Release
2 months ago
Last Commit
1 month ago
Latest Version
1.6.0
Total Releases
43
Contributors
42
Open PRs
13
Archived
No
Python Versions
3.10
3.11
3.12
3.13
3.14
Wheels
py3
Keywords
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh