pnp_mace.pnpadmm

Plug and Play ADMM alorithm.

Classes

PlugAndPlayADMM(F, G, v0, params)

Class implementing Plug and Play ADMM.

class pnp_mace.pnpadmm.PlugAndPlayADMM(F, G, v0, params)

Bases: object

Class implementing Plug and Play ADMM.

Initialize object.

Parameters

• F – Forward model agent

• G – Prior model agent

• v0 – Initial solution

• params – algorithm parameters

solve(verbose_output=True)

Compute a solution via ADMM iterations.