PyRank
holgern

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface
PyPI GitHub
Downloads
Day
35.5K
Week
198.5K
Month
795.0K
Stars
24
Forks
6
Issues
5
Version
0.10.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
28
Adoption
79
Community
70
How the maintenance status was determined
Last commit
717 days ago
Monthly downloads
794,986
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
794,986
Stars
24
Stars per 1k downloads
0.03
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
28,351
Month daily avg
26,500
Momentum
+7.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
BSD 3-clause
• 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
716 days ago
Total releases
23
Releases/year
2.4
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
65
Monthly downloads
794,986
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
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
1083.3%
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 13.5K
Windows 535
macOS 160

Python Versions

3.12
33.3% 4.2K
3.11
26.3% 3.3K
3.10
18.1% 2.3K
3.8
13.3% 1.7K
3.13
9.0% 1.1K

Top Countries

1. US US
10.0K
2. NL NL
1.3K
3. IE IE
549
4. SG SG
328
5. GB GB
253
6. HK HK
223
7. DE DE
190
8. CN CN
183
9. SE SE
166
10. JP JP
143

Package Information

License
BSD 3-clause
First Release
August 10, 2016
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.10.2
Total Releases
23
Contributors
65
Open PRs
2
Archived
No
Author
The scikit-optimize contributors
Python Versions
3.8 3.9 3.10 3.11 3.12
Wheels
py2 py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links