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Can your adapt DA algorithm accept Pytorch network model as base estimator?

Open usccolumbia opened this issue 1 year ago • 1 comments

many materials science ML models are written with Pytorch instead of Tensorflow.

If not, what can we do?

usccolumbia avatar Jun 28 '23 03:06 usccolumbia

Hi @usccolumbia,

Sorry, but Adapt does not work with Pytorch. However, there exists a lot of domain adaptation library tailored for Pytorch, as for instance:

  • https://github.com/thuml/Transfer-Learning-Library
  • https://github.com/KevinMusgrave/pytorch-adapt

You can find other refrences here: https://arxiv.org/pdf/2107.03049.pdf (Table 1)

antoinedemathelin avatar Jun 28 '23 07:06 antoinedemathelin