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https://www.rdocumentation.org/packages/vip/versions/0.4.1/topics/vi_shap
shaply additive explanations
https://shap.readthedocs.io/en/latest/
https://github.com/shap/shap
method for estimating…
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I am trying to XGBRegressor() in BoostAGroota(), but I get an error from Shap that there is a difference between shap values, and recommends to use `check_additivity=False` is the difference is accept…
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Currently shap is used as a dependency for creating some of the plots in `shapiq`. Keeping shap as an optional dependency makes updating `shapiq` to newer Python versions and allowing shapiq to work w…
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Can we get SHAP to work with other models?
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Hi! I am trying to train classifiers for my project but I keep getting an error when trying to calculate SHAP scores. I tried both single and multicore runs but I get the same error either way. I can …
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For debugging black box models, it would be nice to get shapley feature importance values as they relate to the loss of the model rather than the prediction. I've seen this implemeted by the original …
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### Issue Description
when using barplot function from shap a TypeError occurs when calling line 260 ax.set_yticks.
set_ticks has no attribute fontsize.
### Minimal Reproducible Example
…
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**Update and ToDo's 22.11.2024**
- [ ] We would like to name the entire new package `insights` instead of `diagnostics`. At the heart of the new `Insight` class would be the surrogate model as attrib…
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### Issue Description
While working with SHAP for a classification task, I encountered an issue where SHAP values contain `NaN`. This seems to occur when the output of `predict_proba` is either `1`…
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Hi i've been really enjoying the work you guys have made.
But is there a way a could use XAI methods for GRANDE like SHAP values for the interpretability?
i've been working out with the kernel sha…