Some of our implementations in benchmarks are in .ipynb format so that they can be used as tutorials.
If you don't want to use the "interactive" feature of Jupyter Notebook, you can also run the .ipynb file directly from your terminal as the following example.
$ ipython
In [1]: run ./sslgraph/example_graphcl.ipynb