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difference in the optimization of Graphical Lasso between the paper_code TICC.py and in TICC_solver.py #74

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gioxc88 opened this issue Feb 21, 2021 · 0 comments

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@gioxc88
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gioxc88 commented Feb 21, 2021

I noticed that the TICC_solver.py and the TICC.py in the paper_code folder have two different implementation of the optimization for the Graphical Lasso.

For TICC_solver.py you use a custom class called ADMMSolver and the process seems pretty straightforward whereas in the TICC.py you use a class called TGraphV which also uses the ADMMSolver but it's a much more complicated implementation and brings additional dependencies like cvxpy and snap

I was wondering if there is any major difference between the two or anything else the user should be aware of

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