coscialp/total-perspective-vortex

_~~# total-perspective-vortex This subject aims to create a brain computer interface based on electroencephalographic data (EEG data) with the help of machine learning algorithms. Using a subject’s EEG reading, you’ll have to infer what he or she is thinking about or doing - (motion) A or B in a t0 to tn timeframe.

How to run the project

1. Clone the repository
2. Run python3 -m venv venv to create a virtual environment
3. Run source venv/bin/activate to activate the virtual environment
4. Run pip install -r requirements.txt to install the dependencies
5. Run python ptv.py to start using the command line tool

Useful resources

• MNE
• Scikit-learn
• EEG Motor Movement/Imagery Dataset
• Réduction de dimension en apprentissage supervisé : applications à l’étude de l’activité cérébrale", Laurent Vezard, 2013