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This PR is a follow-up on [PR #624](https://github.com/NeuroTechX/moabb/pull/624#issue-2343951819) and is related to [issue #612](https://github.com/NeuroTechX/moabb/issues/612#issue-2328074142). It includes just the implementation for the WithinSessionSplitter data splitter.

As discussed #660, this deprecated and remove the module

I'm making a pretrained model where it uses the sensor's name to calculate some features before passing the recordings into the networks. It would be very useful if the library...

We have put a lot of effort into building a deep learning module, but clearly, this is not the best environment to maintain a deep learning library. I am proposing...

Hey there, Is there a way to easily access the true labels (y_true) and predicted labels (y_pred) from the model evaluation pipeline? This would be helpful for plotting confusion matrices...

I am running MOABB benchmark or just using the normal evaluation and the process is interrupted: - by the user - or there is an error (memory allocation in my...

I am performing a SSVEP benchmark, but I get different results depending if I use 1 or 2 datasets for the dataset Nakanishi2015. If I use two datasets ("Kalunga2016", "Nakanishi2015")...

As pointed out in #647, it would be great to document the meaning of the different result columns, probably best to put this in the docstrings of the evaluation classes.

I removed a line which was duplicated.

Using python 3.10.11, the following error ocurrs: ![Image](https://github.com/user-attachments/assets/1bee87d8-0861-4bad-92ec-5526f8124f6a)