spyrit.core.recon.UPGD

class spyrit.core.recon.UPGD(noise, prep, denoi=Identity(), num_iter=6, lamb=1e-05, lamb_min=1e-06, split=False)[source]

Bases: PinvNet

Methods

acquire(x)

Simulates data acquisition

forward(x)

Full pipeline of reconstrcution network

meas2img(y)

Returns images from raw measurement vectors

reconstruct(x)

Reconstruction step of a reconstruction network

reconstruct_expe(x)

Reconstruction step of a reconstruction network

reconstruct_pinv(x)

Preprocesses and reconstructs raw measurement vectors.