Summer School for Machine Learning, University of Bremen, Germany, 2018

Welcome! Here you can find notebooks for the PIP Summer school on Machine Learning, taught at the University of Bremen, Germany.

Course: Machine learning techniques for Neuroscience

Course notes

Course notes can be found here

Data

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.

Toolboxes used

This course is mainly based on MNE-Python and Scikit-learn.

Tutorials

Some introductory tutorial notebooks on handling EEG data and Machine Learning with EEG data can be found here.

Student Projects

During the course some students worked on their own short projects. Some of the notebooks developed by the students can be found here.