Update tutorials

[elbeejay]

Looks like the tutorials are a bit dated, so far I've found that the networkx.read_gpickle function was retired (https://networkx.org/documentation/stable/release/migration_guide_from_2.x_to_3.0.html#deprecated-code).

Should run through the various notebooks and make the necessary changes for this and other deprecated syntax.