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jmaspons / MLTools

Functions and helpers for machine learning algorithms in R
https://jmaspons.github.io/MLTools/
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SHAP #5

Open jmaspons opened 9 months ago

jmaspons commented 9 months ago

Implementations:

Visualization:

From https://cran.r-project.org/web/views/MachineLearning.html

jmaspons commented 8 months ago

After investigation, kernelshap and shapr looks better. kernelshap it's fast, easy and works with shapviz so I implemented SHAP using it (#12).

TODO: implement for multiinput keras models (ie. timeseries)