fit a priori SBMs to the connectomes

[bdpedigo]

Spencer:

• seems like something that is easy to do and we could do for all of them
• could just use the metadata, find some features that we care about.

Ben:

• maybe we fit using various node metadata columns and just report likelihood, number of parameters, bic or something like that
• maybe also just plot them and show that we can fit these models

[spencer-loggia]

@bdpedigo can you link the notebook you showed me last Thursday where you use BIC? I'd like to take a closer look at it

[bdpedigo]

https://docs.neurodata.io/maggot_connectome/a_priori_sbm.html

very much work in progress, so i offer no warranty :)

[bdpedigo]

also everything in that repo has an associated script if you prefer e.g. https://github.com/neurodata/maggot_connectome/blob/main/scripts/a_priori_sbm.py