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gsganden / model_inspector

A uniform interface to a curated set of methods for inspecting machine learning models
https://gsganden.github.io/model_inspector/
Apache License 2.0
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Support partial dependence plots #12

Closed gsganden closed 1 year ago

gsganden commented 2 years ago

Currently an inspector gets a plot method if it has one or two features and a plot3d method if it has two features. The plots that methods generate are special cases of partial dependence plots. We could replace those methods with plot_partial_dependence and plot_partial_dependence3d methods, respectively, that work for all models. The result would be more generally useful and might have a simpler implementation.

gsganden commented 1 year ago

Addressed by https://github.com/gsganden/model_inspector/pull/32