DeepCAVE
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Add Ablation importance to DeepCave
See https://automl.github.io/ParameterImportance/algorithms.html#ablation
Example Notebook that can be transferred to DeepCAVE: Ablation_example.zip
Changes required:
- Should consider only positive HP changes
- Multiple iterations & averaging should be possible (could then show the average increase in performance when using the HP incumbent as the importance?)