[1701.08140] Network classification with applications to brain connectomics

[jovo]

is another signal subgraph detection method: https://arxiv.org/abs/1701.08140 let's add this too.

[jovo]

R code here: https://github.com/jesusdaniel/graphclass

[CaseyWeiner]

@jovo @j1c @bdpedigo

I will address this for Sprint 1 this semester.

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I will

• Convert these four files, located here, from R to a Python file with sklearn api:
  • graphclass.R
  • Logistic_group_lasso_ridge.R
  • FISTA_line_search_ridge.R
  • ADMM_group_lasso.R
• I will then make a PR to merge file(s) into Graspy: the PR will include a proof notebook, a tutorial notebook for using the algorithm, all necessary documentation, and unit tests, as well as the code.

[bdpedigo]

@caseypw can you list any figures or experiments or comparisons to existing code you will run in order to show it is correct?

[CaseyWeiner]

After porting all of the code, I will recreate figure 5 on page 20 in a tutorial notebook to show the code works