extras.optim#

Implements Optimization algorithms.

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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.