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just a half scroll down from https://modelstudio.drwhy.ai/, we are greeted by a very nice 1x2 panel modelStudio.
All variations of modelStudio I am able to create are only 4x4 panels. I can't see a…
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Hi,
Im using databricks and it is problematic to use plotly with it. Is there away to use matplotlib to visualize the graphs resulting from using DALEX? Thank you!!
Sincerely,
tom
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crossref https://github.com/ModelOriented/modelStudio/issues/71
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Just to make it easier to follow the documentation
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The tutorial is not working
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Please check the tutorial; it does not follow changes in the package, see e.g. arguments used in train()
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Like SHAP aggregate value in {DALEX},
- `sv_waterfall()`
- `sv_force()`
should be able to act on multiple observations. In this case, their SHAP values and predictions would be averaged. Featu…
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See title
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I am proposing to remove the `ks_extract()` function. It allows to extract objects like `S` from a kernelshap object `x`. However, the usual extractors `x$S` or `x[["S"]]` will suffice.
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`kernelshap()` calculates predictions on the explainer data `X`. For some applications, it would be convenient to return the $(n \times K)$ matrix of predictions. $n$ is the number of rows in `X`, $K$…