When will the paddlepaddle framework be supported

shap / shap

A game theoretic approach to explain the output of any machine learning model.

https://shap.readthedocs.io

MIT License

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When will the paddlepaddle framework be supported #3603

Open MingqiFANG opened 3 weeks ago

MingqiFANG commented 3 weeks ago

Issue Description

When will the paddlepaddle framework be supported? thx

Minimal Reproducible Example

DeepExplainer('paddlepaddle model') # error

Traceback

No response

Expected Behavior

No response

Bug report checklist

[X] I have checked that this issue has not already been reported.
[X] I have confirmed this bug exists on the latest release of shap.
[X] I have confirmed this bug exists on the master branch of shap.
[X] I'd be interested in making a PR to fix this bug

Installed Versions

paddlepaddle2.5

CloseChoice commented 3 weeks ago

Hi and thanks for reporting. The example you showed is not working with ANY model, e.g. DeepExplainer('falcon') won't work as well. Would you be so kind and link us to the documentation of this model and could you please provide an example how to use the model?

Edit: after taking a quick look at the repository I think that the chances are really small that we as current maintainers will add support for paddlepaddle. I would rather spend more time improving the tensorflow or pytorch deep explainer. BUT if somebody is found who is willing to implement support for this, we can certainly talk about this. Maybe we could create another repository if this is in a meature enough state.