Having created the input matrices, we should feed the data to Mogonet architecture. Following these steps:
git clone https://github.com/txWang/MOGONET.git
Configure the code. To do so, copy the output from previous stage to the MOGONET
directory and add the directory name and info to main_biomarker.py
and main_mogonet.py
.
Run main_mogonet.py
to train the network and store the model
Run main_biomarker.py
to evaluate the feature importances and extract biomarkers from the model.