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Add partial dependency plots #21

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be-marc opened this issue Sep 14, 2024 · 1 comment

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be-marc commented Sep 14, 2024

Following the Moosbauer 2022 Paper https://arxiv.org/pdf/2111.04820. See also the R implementation https://github.com/slds-lmu/paper_2021_xautoml and Python https://github.com/dwoiwode/py-pdp-partitioner. The DeepCave implementation https://github.com/automl/DeepCAVE/blob/58d6801508468841eda038803b12fa2bbf7a0cb8/deepcave/plugins/hyperparameter/pdp.py#L326-L346.

be-marc assigned b-zhou

b-zhou changed the title ~~Add partical dependency plots~~ Add partial dependency plots

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b-zhou commented Oct 13, 2024

PDP via the iml package (as in the Moosbauer paper) has been implemented in #16. Some more testing might still be needed.

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