automl / automl/DeepCAVE

Add fingerprint visualizations

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#145 0 comments 0 reactions 1 assignee Claimed by @LukasFehring View on GitHub
feature request
Dominant language
Python
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Description

Fingerprint visualizations, such as shown in https://pubmed.ncbi.nlm.nih.gov/33288961/ in Fig. 4, could be added to the configurations plugin, which shows the deviation of a hyperparameter value from its mean (could optionally also be from the default config):

![image](https://github.com/automl/DeepCAVE/assets/30651149/9e93c2b7-fc89-4773-a204-5adca5e9f8f3)

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