Skoltech EEG research repository

Includes:

• Preprocessing scripts for datasets we use
• Grid search pipeline for resting state EEG classification
• Experiment log
• Selected notebooks with experiment results in master branch
• Branches with experiments

Tasks

• Classification of Major Depression Disorder patients from healthy controls
• Classification of children with Autism from healthy controls and Organic Mental Disorder children

Requirements to data for classification grid search pipeline

Pipeline takes preprocessed data. You should provide a directory with

• Return a path-file with at least these columns
  • fn, string, filename
  • target, string, class of the
• CSV-files in same directory with the path-file with only necessary channels, without index column