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[ENH] Implement Yeo-Johnson Series Transformer

Open TonyBagnall opened this issue 10 months ago • 1 comments

Describe the feature or idea you want to propose

a long time ago I experimented with the Yeo-Johnson regressor transform.

https://ieeexplore.ieee.org/document/1716845

Yeo-Johnson is an extension of Box-Cox that allows xero and negative regressor values. We have an implementation of Box Cox, it would be nice to include Yeo-Johnson

Describe your proposed solution

either extend Box Cox once it is moved into series tranformers, or implement a new BaseSeriesTransformer

Describe alternatives you've considered, if relevant

No response

Additional context

No response

TonyBagnall avatar Apr 25 '24 12:04 TonyBagnall

@aeon-actions-bot assign @alexbanwell1

alexbanwell1 avatar Sep 30 '24 18:09 alexbanwell1