magni.cs.reconstruction package

Subpackage providing implementations of generic reconstruction algorithms.

Each subpackage provides a family of generic reconstruction algorithms. Thus each subpackage has a config module and a run function which provide the interface of the given family of reconstruction algorithms.

Routine listings

amp

Subpackage providing implementations of Approximate Message Passing (AMP).

gamp

Subpackage providing implementations of Generalised Approximate Message Passing (GAMP).

it

Subpackage providing implementations of Iterative Thresholding (IT).

iht

Subpackage providing implementations of Iterative Hard Thresholding (IHT). (Deprecated)

sl0

Subpackage providing implementations of Smoothed l0 Norm (SL0).

Subpackages

• magni.cs.reconstruction.amp package
• magni.cs.reconstruction.gamp package
• magni.cs.reconstruction.iht package
• magni.cs.reconstruction.it package
• magni.cs.reconstruction.sl0 package

Submodules

• magni.cs.reconstruction._config module