# masters thesis

To generate RASTER dataset, run:
python3 zero_one.py

To generate OMNIGLOT dataset, run:
python3 omniglot_load.py

To run the 1st method (standard SOM), run:
python3 1_standard_exp.py

To run the 2nd method (random dead units), run:
python3 2_random_exp.py

To run the 3rd method (novel inputs), run:
python3 3_novelty_exp.py

To change sizes of SOM, number of epochs, other parameters, or change the dataset, open above files and rewrite said parameters /uncomment the desired dataset.