extras.optim

extras.optim#

Implements the LSQR algorithm.

Functions

cg

Perform conjugate gradient (CG) optimization for image reconstruction.

loss_l2_AHreg

Compute the norm of the residual in the image domain.

loss_l2_reg

Compute the regularized least squares loss for MRI reconstruction.

lsmr

Solve a general regularized linear least-squares problem using the LSMR algorithm.

lsqr

Solve a general regularized linear least-squares problem using the LSQR algorithm.