Modules admm.ppp and pgm.ppp¶
These modules support the solution of inverse problems via the Plug and Play Priors (PPP) framework [48]. Module admm.ppp
supports the ADMM variant of PPP [48] [44], and pgm.ppp
support the PGM variant [30].
Classes admm.ppp.GenericPPP
and pgm.ppp.GenericPPP
are solver bases classes from which solver classes for specific problems can be derived, and classes admm.ppp.PPP
and pgm.ppp.PPP
provide solvers that can be used without the need to derived new classes, the specific problem form being specified instead by passing relevant problem defining functions to the initialiser.
Usage examples are available.