Welcome! Here you can find notebooks for the PIP Summer school on Machine Learning, taught at the University of Bremen, Germany.
Course notes can be found here
The data file '817_1_PDDys_ODDBALL_Clean_curated.fif' was originally part of the Patient Repository for EEG data and computational tools website, where it was part of the Parkinson's Oddball dataset. The publication describing this dataset can be found here.
This course is mainly based on MNE-Python and Scikit-learn.
Some introductory tutorial notebooks on handling EEG data and Machine Learning with EEG data can be found here.
During the course some students worked on their own short projects. Some of the notebooks developed by the students can be found here.