Affect detection

Instructions

1. Clone this repository:

git clone [email protected]:aepinilla/affect_detection.git

2. Download the 'data.zip' file from the OSF repository of the study: https://osf.io/7v9kt/
3. Unzip data.zip and place it at the root of the folder you just cloned.
4. Using the terminal, go to the root of the 'affect_detection' folder and run the following command:

python main.py

Preprocessing

The 'data' folder contains data that has been already preprocessed. To replicate the preprocessing steps, follow these instructions:

1. Install Matlab.
2. Install EEGLAB following these instructions: https://eeglab.org/tutorials/01_Install/Install.html
3. Transform XDF files to CSV for faster processing:

python xdf_to_csv.py

6. Open EEGLAB in Matlab and run the preprocessing script located at affect_detection/src/preprocessing.m

Reports

All files generated by main.py will be stored in the 'reports' folder. In a MacBook Pro, it took several hours to run the program. If you want to skip that, download the 'reports.zip' file available in the OSF repository: https://osf.io/7v9kt/