New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Add partial dependency plots #21

Open

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

Assignees

Member

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

Collaborator

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.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment