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scikit-adaptation / skada

Domain adaptation toolbox compatible with scikit-learn and pytorch
https://scikit-adaptation.github.io/
BSD 3-Clause "New" or "Revised" License
58 stars 16 forks source link

Implement any mutli-source and/or multi-target DA method #20

Open kachayev opened 9 months ago

kachayev commented 9 months ago

This is required for us to understand how the API "feels" when working with multi-source multi-target settings. It's also crucial for properly covering the functionality of selectors (note that as of now we only have basic Shared selector).

YanisLalou commented 5 months ago

Do you have any non-deep methods in mind to implement?

rflamary commented 5 months ago

This one is a classic https://ojs.aaai.org/index.php/AAAI/article/view/9542

Also using Linear Mapping and Bures (non convolutional) barycenter. one can _implement the paper from Théo
https://arxiv.org/pdf/2305.18831.pdf @tgnassou did you want to do it or do you prefer Yanis to have a look?