No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
hydra-optuna-sweeper has 142K monthly downloads and 10K GitHub stars. Version 1.2.0, first published in 2020.
It is actively maintained under a permissive license, last released in May 2022.
It is used by 28 tracked packages, including matcha-tts, dsipts and hydronaut.
Package Insights
Package Risks
- No releases in 1509 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
85
Adoption
51
Community
70
Provenance
0
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
141,738
•
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
141,738
Stars
10,495
Stars per 1k downloads
74.05
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
4,201
Month daily avg
4,725
Momentum
-11.1%
((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
1512 days ago
Total releases
12
Releases/year
2.1
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
178
Monthly downloads
141,738
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
83
Issue Burden
20.2
per 1k stars
Discussions
20.1
per 1k stars
Fork Ratio
20.1%
contrib / forks
Stale Release
1509d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.3K
Windows
114
macOS
88
Python Versions
3.10
41.4%
563
3.12
30.9%
421
3.11
17.0%
231
3.9
6.1%
83
3.8
4.6%
63
Top Countries
1.
US
1.3K
US
2.
NL
127
NL
3.
SG
120
SG
4.
DE
71
DE
5.
CN
67
CN
6.
HK
35
HK
7.
JP
31
JP
8.
GB
28
GB
9.
CA
22
CA
10.
FR
21
FR
Dependencies
0
No dependencies
Used By
28
- matcha-tts
- dsipts
- hydronaut
- cyto-dl
- alphafold3-pytorch-lightning-hydra
- quadra
- meds-torch
- posebench
- litdet
- radiocovid-core
- meds-tab
- llm2vec-gen
- mml-core
- birdset
- slg-nimrod
- mldft
- crescendo
- scdiffusionx
- reverse-distillation
- meds-tabularization
- spindle-eval
- fulmo
- pansharpening
- scalingtheunet
- dmo
- multicom-ligand
- nrslib
- lightning-hydra-detection
Package Information
License
MIT License
First Release
November 27, 2020
Last Release
4 years ago
Last Commit
3 days ago
Latest Version
1.2.0
Total Releases
12
Contributors
178
Open PRs
24
Archived
No
Author
Toshihiko Yanase, Hiroyuki Vincent Yamazaki
Python Versions
3.6
3.7
3.8
3.9
3.10
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh