Reproducing paper results¶
The following scripts allow to preprocess the open-source data set used in our paper [1], and to reproduce the corresponding results.
The data set is downloaded from the OpenNeuro repository, accession number: ds003490 [2].
To run the analysis, download all codes in this page in the same folder. Then, please add to the folder the requirements.txt file at this link.
The results of the paper can be obtained by running the following commands in a terminal.
python3 -m venv transfreq_env
source transfreq_env/bin/activate
# In Windows replace the previous command with
# transfreq_env\Scripts\activate
pip install --upgrade pip
python3 -m pip install -r requirements.txt
pip install transfreq
python3 00_fetch_data.py
python3 01_preprocessing.py
python3 02_psd.py
python3 03_compute_transfreq.py
python3 04_plots.py
