Sara Sedlar

[WIP] Adding a A large EEG database with users' profile information for motor imagery Brain-Computer Interface dataset

1

This PR aims to add a new MI dataset https://zenodo.org/record/7554429 proposed in #1 .

Filter bank classes

3

Hello, This PR: - removes SinglePass class, as it serves only to set-up lower and upper frequencies of the band-pass filter. This can be directly done in the MotorImagery and...

Hello, At the moment, split of the data into train and test sets is performed via the StratifiedKFold cross-validation, so that the distribution of the classes within the test and...

Split train and validation data with StratifiedKFold

1

This PR proposes train validation split via StratifiedKFold to ensure balanced distribution of labels into training and validation subsets. See issue #474 .