optuna

v3.6.1

A hyperparameter optimization framework For more information about how to use this package see README

Latest version published 2 months ago
License: (BSD-3-Clause OR MIT)

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Package Health Score

94 / 100

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Popularity

Key ecosystem project
GitHub Stars
9.83K
Forks
960
Contributors
230

Direct Usage Popularity

TOP 5%

Based on project statistics from the GitHub repository for the PyPI package optuna, we found that it has been starred 9,826 times.

Security

Security review needed
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3.6.1 (Latest)

Security and license risk for latest version

Release Date
Apr 1, 2024
Direct Vulnerabilities
  • 0
    C
  • 0
    H
  • 0
    M
  • 0
    L
Indirect Vulnerabilities
  • 0
    C
  • 0
    H
  • 0
    M
  • 0
    L
License Risk
  • 0
    H
  • 0
    M
  • 0
    L
All security vulnerabilities belong to production dependencies of direct and indirect packages.

License
(BSD-3-Clause OR MIT)

Security Policy
No

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Maintenance

Healthy

Commit Frequency

Open Issues
83
Open PR
12
Last Release
2 months ago
Last Commit
4 days ago

Further analysis of the maintenance status of optuna based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that optuna demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active
Readme
Yes
Contributing.md
Yes
Code of Conduct
Yes
Contributors
230
Funding
Yes

A good and healthy external contribution signal for optuna project, which invites more than one hundred open source maintainers to collaborate on the repository.


Embed Package Health Score Badge

package health: 94/100 package health 94/100

Package

Python Versions Compatibility
>=3.7

Age
6 years
Latest Release
2 months ago
Dependencies
4 Direct / 14 Total
Versions
62
Maintainers
7
Wheels
OS Independent