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adapt-python / adapt

Awesome Domain Adaptation Python Toolbox
https://adapt-python.github.io/adapt/
BSD 2-Clause "Simplified" License
298 stars 43 forks source link

Multi target domain adaptation. #113

Open sreenivasaupadhyaya opened 1 year ago

sreenivasaupadhyaya commented 1 year ago

Hi @antoinedemathelin , Thanks for the wonderful tool to experiment different methods. In my use case, I have multiple source domains (with labelled examples) and multiple target domains (unlabelled examples). I am interested in using the feature based models like DANN etc. So far, i have used in the adapt methods in default mode, where all my source domains are considered as a single source and all my target domains as a single target domain.

Is there an existing functionality or a tweak to scale this to multi source domain and multi target domain problem?

Appreciate your time and effort.

Regards, Sreenivasa Upadhyaya

davidshumway commented 1 year ago

This is an example of multi-source with FA.