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automl / DeepCAVE

An interactive framework to visualize and analyze your AutoML process in real-time.
https://automl.github.io/DeepCAVE/main/
Apache License 2.0
72 stars 11 forks source link

ConfigCube Projections for higher dimensions. #13

Closed timruhkopf closed 2 years ago

timruhkopf commented 2 years ago

When dealing with more than three-dimensional HP-spaces, it may become spurious to look at 3d-slices. Maybe try some high-performing projection procedures? There is for instance UMAP and its successor. But be wary of transductive and inductive projections if you want to do it sequentially.

renesass commented 2 years ago

+ MDS

renesass commented 2 years ago

We added the feature with the plugin "configuration footprint".