Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
I have updated the Lorentzian regularization that is applied in the DeepLDA CV to keep the output around 1.
Previously, in fact, it was not consistent with the manuscript (and with the same documentation in the example tutorial on DeepLDA), since the regularization was not applied to the final CV output, but to the NN output, before the LDA projection.
From a practical point of view, it does not change much as the two quantities differ by a linear combination; in fact, the notebooks show results virtually the same as before.