Iterative algorithms

mirtorch.alg.CG

Solve the equation \(Ax = b\) with the conjugate gradient method, where A is a PSD matrix.

mirtorch.alg.POGM

Optimized Proximal Gradient Method (POGM) Ref: D.

mirtorch.alg.FBPD

Forward-backward primal dual (FBPD) algorithm.

mirtorch.alg.FISTA

Fast Iterative Soft Thresholding Algorithm (FISTA) / Fast Proximal Gradient Method (FPGM)

mirtorch.alg.power_iter

Use power iteration to calculate the spectral norm of a LinearMap.