Run python main.py at the terminal to apply clustering to both testing datasets int ./data. This will output a scatter plot into ./figures/spectral_cluster_test.png which will show a scatter plot of the test datasets after clustering.
To regenerate the test dataset run python generate_test_data.py from the commandline.
The code for the clustering algorithm lives in spectral.py.