optuna

v2.10.0

A hyperparameter optimization framework

MIT
Latest version published 8 months ago
    pip install optuna
  

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Package Health Score

95 / 100

Popularity

Influential project

Total Weekly Downloads (683,044)

Popularity by version
Dependents
0
GitHub Stars
6.45K
Forks
704
Contributors
180

Direct Usage Popularity

Occasionally

The PyPI package optuna receives a total of 683,044 downloads a week. As such, we scored optuna popularity level to be Influential project.

Based on project statistics from the GitHub repository for the PyPI package optuna, we found that it has been starred 6,446 times, and that 0 other projects in the ecosystem are dependent on it.

The download numbers shown are the average weekly downloads from the last 6 weeks.

Security

No known security issues
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2.10.0 (Latest)

Security and license risk for latest version

Release Date
Oct 4, 2021
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
MIT

Security Policy
No

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Maintenance

Healthy

Commit Frequency

Open Issues
102
Open PR
27
Last Release
8 months ago
Last Commit
2 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 12 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
180
Funding
No

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: 95/100 package health 95/100

Package

Python Versions Compatibility
>=3.6

Age
4 years
Latest Release
2 months ago
Dependencies
20 Direct
Versions
43
Maintainers
7
Wheels
OS Independent