shap

v0.45.0

A unified approach to explain the output of any machine learning model. For more information about how to use this package see README

Latest version published 1 month ago
License: MIT

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Package Health Score

94 / 100

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Popularity

Key ecosystem project
GitHub Stars
21.56K
Forks
3.16K
Contributors
190

Direct Usage Popularity

TOP 5%

Based on project statistics from the GitHub repository for the PyPI package shap, we found that it has been starred 21,558 times.

Security

No known security issues
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0.45.0 (Latest)

Security and license risk for latest version

Release Date
Mar 8, 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
MIT

Security Policy
No

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Maintenance

Healthy

Commit Frequency

Open Issues
1.14K
Open PR
52
Last Release
1 month ago
Last Commit
13 days ago

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

We found that shap 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
No
Contributors
190
Funding
No

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

We found a way for you to contribute to the project! Looks like shap is missing a Code of Conduct.


Embed Package Health Score Badge

package health: 94/100 package health 94/100

Package

Python Versions Compatibility
>=3.9

Age
7 years
Latest Release
1 month ago
Dependencies
12 Direct
Versions
101
Maintainers
3
Wheels
Linux, macOS, Musllinux, Windows