DALEX

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Create a vignette covering predict_function_target_column

3

Would be nice to have such a vignette and be able to convert it into a blog in the future.

maksymiuks

Integration with archivist for model training and explainer creation

1

The model factory part shall take care about archivisation of all required data and parameters Once model is created we shall have explainer and an entry in database

pbiecek

It should probably explain what's happening e.g. "specify variables to remove the warning" or "variable_splits overrides variables" https://github.com/ModelOriented/DALEX/blob/142c94d0aab51584a81e31c38d687a897b11cb60/python/dalex/dalex/predict_explanations/_ceteris_paribus/checks.py#L14-L16

hbaniecki

Option to specify random effects?

1

Hi, I'm wondering if it would be possible (or even make sense) to have the option to specify random effects in the model explainer? I thought about this because when...

Jeffrothschild

- code: https://github.com/NorskRegnesentral/shapr - paper: https://doi.org/10.1016/j.artint.2021.103502 - merge from https://github.com/jakubpw/DALEX

hbaniecki

DALEX with sparklyr

9

Wondering if DALEX will play nicely with sparklyr or if we can get this kind of information out of models & data in spark?

jkylearmstrong

Fix wrong row order in the plot.model_performance

1

Closes #49

maksymiuks

plot.model_performance_explainer outliers' labels depend on the order of model input

2

Hi, Following the example on https://pbiecek.github.io/DALEX/reference/plot.model_performance_explainer.html , if you rearrange the order of arguments from plot(mp_rf, mp_glm, mp_lm, geom = "boxplot", show_outliers = 1) to plot(mp_glm, mp_lm, mp_rf, geom =...

12tafran

Error in predict_parts_shap_aggregated ()

1

Hello, I am trying predict_parts_shap_aggregated () to predict the important variable features of a random forest model. However, I am getting this error - **Error in `.rowNamesDF

RoyDibakar