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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Incorporate pybaobab #13

Open gsganden opened 2 years ago

gsganden commented 2 years ago

I really like this tree visualization technique. I think it is overall more useful than the box-and-arrow diagrams we use currently. However, the box-and-arrow diagrams have their place, especially for explaining decision trees to beginners, which is the primary use case for which I developed model_inspector. It would be nice to support both, but I'd have to think about the interface. I like the idea of having a single show_model method that's opinionated about how best to show a model, but that approach doesn't fit nicely here.