occamypy
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fpicetti
Python library for solving large-scale inverse problems
CNNs can be seen as nonlinear operators. Two ideas here: 1. use a CNNs as operator where only the forward is implemented; CNN can be used as regularizers ([link](https://github.com/google/RED)) 2....
I install your package, but I can not use it. As I import the package in python, it gives this error: Can you help me to resolve this issue? ```...
https://github.com/fpicetti/occamypy/blob/0d67186d1d2345a073c24ec73a4237e0134c5d55/occamypy/problem/linear.py#L231 This computation can be useful for other applications.
Sometimes, useful operators are developed in MATLAB. It would be useful to have a Operator interface that execute matlab scripts.
The [_Alternating Direction Method of Multipliers_](https://web.stanford.edu/~boyd/admm.html) is a powerful proximal algorithm that can be useful for Generalized LASSO problems.