[Mne_analysis] GeneralizingEstimator with incremental learning / .partial_fit

Giulia Gennari giulia.gennari1991 at gmail.com
Wed Aug 5 12:38:35 EDT 2020
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Hi!

I would need to try decoding with incremental learning (EEG data).
I was planning to use logistic regression by means of the SGDClassifier
<https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html>
 .
I would then need to call .partial_fit to make my estimator learn on each
of my training sets.
However:

'GeneralizingEstimator' object has no attribute 'partial_fit'

Same issue for SlidingEstimator.
Is there a way to work around this limitation?

Thank you so so much in advance!

Giulia Gennari
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