deepinv.unfolded

This module provides networks architectures based on unfolding optimization algorithms. Please refer to user guide for more details.

Unfolded

User Guide: refer to Unfolded Algorithms for more information.

deepinv.unfolded.unfolded_builder	Helper function for building an unfolded architecture.
deepinv.unfolded.BaseUnfold	Base class for unfolded algorithms.

Deep Equilibrium

User Guide: refer to Deep Equilibrium for more information.

deepinv.unfolded.DEQ_builder	Helper function for building an instance of the BaseDEQ() class.
deepinv.unfolded.BaseDEQ	Base class for deep equilibrium (DEQ) algorithms.

Custom Unfolded Blocks

User Guide: refer to Custom Unfolded Architectures for more information.

deepinv.models.PDNet_PrimalBlock	Primal block for the Primal-Dual unfolding model.
deepinv.models.PDNet_DualBlock	Dual block for the Primal-Dual unfolding model.