PyRank
automl

configspace

Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
6.1K
Week
45.9K
Month
228.5K
Stars
225
Forks
95
Issues
16
Version
1.2.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
52
Adoption
53
Community
80
Provenance
100
How the maintenance status was determined
Last commit
95 days ago
Monthly downloads
228,513
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
228,513
Stars
225
Stars per 1k downloads
0.98
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
6,555
Month daily avg
7,617
Momentum
-13.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
BSD 3-Clause 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
199 days ago
Total releases
53
Releases/year
5.2
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
228,513
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
73
 
Issue Burden
71.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
44.2%
contrib / forks
Stale Release
104d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 4.6K
Windows 147
macOS 94

Python Versions

3.12
60.6% 2.8K
3.11
25.7% 1.2K
3.10
6.6% 301
3.13
4.7% 213
3.8
2.4% 111

Top Countries

1. US US
2.3K
2. SG SG
1.5K
3. HK HK
673
4. GB GB
73
5. JP JP
67
6. TW TW
40
7. CN CN
37
8. DE DE
37
9. NL NL
25
10. IN IN
17

Package Information

License
BSD 3-Clause License
First Release
April 1, 2016
Last Release
6 months ago
Last Commit
3 months ago
Latest Version
1.2.2
Total Releases
53
Contributors
42
Open PRs
10
Archived
No
Author
Matthias Feurer, Katharina Eggensperger, Syed Mohsin Ali, Christina Hernandez Wunsch, Julien-Charles Levesque, Jost Tobias Springenberg, Philipp Mueller, Marius Lindauer, Jorn Tuyls, Eddie Bergman, Arjun Krishnakumar, Thijs Snelleman
Python Versions
3.9 3.10 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp36 cp37 cp38 cp39 py3
Keywords
algorithm configuration hyperparameter optimization empirical evaluation black box
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links