Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
66
Adoption
94
Community
75
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
304,856
•
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
304,856
Stars
978
Stars per 1k downloads
3.21
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
12,801
Month daily avg
10,162
Momentum
+26.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
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
•
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
6 days ago
Total releases
77
Releases/year
8.4
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
76
Monthly downloads
304,856
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
86
Issue Burden
14.3
per 1k stars
Discussions
15.3
per 1k stars
Fork Ratio
27.2%
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
5.0K
macOS
236
Windows
103
Python Versions
3.11
34.2%
1.7K
3.12
32.0%
1.6K
3.13
20.2%
1.0K
3.8
7.0%
351
3.10
6.7%
338
Top Countries
1.
US
7.1K
US
2.
HK
3.8K
HK
3.
AU
719
AU
4.
RU
564
RU
5.
NL
336
NL
6.
CN
327
CN
7.
DE
231
DE
8.
SG
204
SG
9.
JP
99
JP
10.
IE
91
IE
Dependencies
1
- numpy >=1.16.0
Used By
34
- ilpy
- ml4co-kit
- strangeworks-optimization-models
- ommx-pyscipopt-adapter
- pygcgopt
- pyscipopt-ml
- reframed
- eaopack
- foliotrack
- boundml
- hybridsolver
- pyfolioanalytics
- deabook
- cobrak
- quantagonia
- datasail
- slobot
- balans
- sampling-tille
- stitchlab-optimization
- quark-plugin-bp
- quark-plugin-mip
- distopf
- causara
- autotwin-pnglib
- dlr-sc-quark
- primo-optimizer
- schedulebt
- gyozas
- setfts
- remip
- reachml
- vrpbap
- wmsd
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT
First Release
March 9, 2017
Last Release
6 days ago
Last Commit
6 days ago
Latest Version
6.2.1
Total Releases
77
Contributors
76
Open PRs
6
Archived
No
Author
Zuse Institute Berlin
Python Versions
3
Wheels
cp27
cp310
cp311
cp312
cp313
cp314
cp35
cp36
cp37
cp38
cp39
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh