1 - You should create a conda environment named 'Sloss' then:

$ conda activate Sloss

2 - To run an experiment with standard BCE loss method:

$ python haberman.py

3 - To run an experiment with the S loss method:

$ python S_haberman.py

Note: code is not optmized yet.