Pycsou API

Overview of Pycsou’s API.

Abstract classes

pycsou.core.map	Abstract classes for multidimensional nonlinear maps.
pycsou.core.linop	Abstract classes for multidimensional linear maps.
pycsou.core.functional	Abstract classes for functionals.
pycsou.core.solver	This module provides the base class for iterative algorithms.

Linear Operators

pycsou.linop.base	Classes for constructing linear operators.
pycsou.linop.conv	Convolution and smoothing operators for 1D, 2D and graph signals.
pycsou.linop.diff	Discrete differential and integral operators.
pycsou.linop.sampling	Sampling operators.

Cost Functionals

pycsou.func.base	Interface classes for constructing functionals.
pycsou.func.penalty	Repository of common penalty functionals.
pycsou.func.loss	Repository of common loss functionals.

Algorithms

pycsou.opt.proxalgs

Proximal algorithms.

Mathematical Functions

pycsou.math.prox	Common proximal/projection operators.
pycsou.math.green	Green functions of common pseudo-differential operators.