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Scikit-learn API

See original GitHub issue

If I remember correctly, one of the reasons to use skorch was the similarity to the scikit-learn API. However, in the rest of braindecode we lack support. Should we add wrapper classes for our preprocessing functionality that inherit from TransformerMixin to allow for chaining everything in scikit-lean pipelines? It could look similar to this: https://gist.github.com/gemeinl/d64c014debb5f58e4feacb57a8656ed0

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State:
Created 3 years ago
Comments:10 (1 by maintainers)

Top GitHub Comments

1reaction

gemeinlcommented, Aug 18, 2020

Check out this gist that shows our “Basic trialwise decoding” example updated to use scikit-learn API: https://gist.github.com/gemeinl/d64c014debb5f58e4feacb57a8656ed0

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bruAristimunhacommented, Aug 23, 2022

Nice @Ardillen66!

So we’ll wait when you have time. Probably one more section in the tutorial for the next version of the braindecode: https://braindecode.org/master/auto_examples/plot_hyperparameter_tuning_with_scikit-learn.html

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