shapper | An R wrapper of SHAP python library | Wrapper library

by ModelOriented R Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | shapper Summary

shapper is a R library typically used in Utilities, Wrapper applications. shapper has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

An R wrapper of SHAP python library.

Support

Quality

Security

License

Reuse

Support

shapper has a low active ecosystem.

It has 46 star(s) with 15 fork(s). There are 8 watchers for this library.

It had no major release in the last 6 months.

There are 6 open issues and 14 have been closed. On average issues are closed in 84 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of shapper is current.

Quality

shapper has 0 bugs and 0 code smells.

Security

shapper has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

shapper code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

shapper does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

shapper releases are not available. You will need to build from source code and install.

Installation instructions, examples and code snippets are available.

It has 8979 lines of code, 0 functions and 24 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

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shapper Key Features

No Key Features are available at this moment for shapper.

shapper Examples and Code Snippets

No Code Snippets are available at this moment for shapper.

Community Discussions

Trending Discussions on shapper

SHAP Importance for Ranger in R

QUESTION

SHAP Importance for Ranger in R

Asked 2020-Dec-01 at 09:05

Having a binary Classification problem: how would be possible to get the Shap Contribution for variables for a Ranger model?

Sample data:

...

ANSWER

Answered 2020-Dec-01 at 09:05

Good Morning!, According to what I have found, you can use ranger() with fastshap() as following:

Source https://stackoverflow.com/questions/65005700

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install shapper

Install shapper R package. You can install shap Python library via. If installation didn't work for some reason. Try installing dependencies first. Python library SHAP can be also installed from PyPI. For more details how to configure python paths and environments for R see reticulate.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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