scikit-adaptation / skada

Domain adaptation toolbox compatible with scikit-learn and pytorch
https://scikit-adaptation.github.io/
BSD 3-Clause "New" or "Revised" License
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Update readme and add all references to solver and estimators #91

Closed rflamary closed 4 months ago

rflamary commented 5 months ago

We should begin to list the implemented approaches and have a proper reference list. I like the way we did this in POT with a numbered list in the README and unique numbers in the documentation: https://github.com/PythonOT/POT

We can start the readme with a small description of the toolbox and a short list/itemize of implemented methods grouped by theme (reweighing methods, mapping, deep divergence, Others ...). We should also provide a short example of how t use the methods (adapter/pipeline and DA Estimator) and move some of the current details in the README in a quick start guide.

WDYT?