Contents Menu Expand Light mode Dark mode Auto light/dark, in light mode Auto light/dark, in dark mode Skip to content
RegPy 0.4.1 documentation
RegPy 0.4.1 documentation

Introduction

  • RegPy: Python tools for regularization methods
  • Indices and tables
  • Usage of RegPy

Tutorials

  • Operators in RegPy
  • Space Structures
  • Regularization

Installation

  • Installation instructions

Examples

  • Examples
    • Volterra example with iterative regularised Gauss-Newton semismooth solver
    • Constrained Tikhonov regularization implemented by (accelerated) forward-backward splitting
    • Inverse medium scattering problem
    • Parallel Magnetic Resonance imaging (MRI)
    • Inverse potential problem
    • Traction force microscopy - an ngsolve example with Landweber iteration
    • Diffusion coefficient problem

Full API documentation

  • regpy
    • regpy.functionals
      • regpy.functionals.ngsolve
    • regpy.hilbert
      • regpy.hilbert.ngsolve
    • regpy.operators
      • regpy.operators.bases_transform
      • regpy.operators.convolution
      • regpy.operators.ngsolve
      • regpy.operators.parallel_operators
    • regpy.solvers
      • regpy.solvers.linear
        • regpy.solvers.linear.admm
        • regpy.solvers.linear.cgne
        • regpy.solvers.linear.landweber
        • regpy.solvers.linear.primal_dual
        • regpy.solvers.linear.proximal_gradient
        • regpy.solvers.linear.richardson_lucy
        • regpy.solvers.linear.semismoothNewton
        • regpy.solvers.linear.tikhonov
      • regpy.solvers.nonlinear
        • regpy.solvers.nonlinear.fista
        • regpy.solvers.nonlinear.forward_backward_splitting
        • regpy.solvers.nonlinear.irgnm
        • regpy.solvers.nonlinear.irgnm_semismooth
        • regpy.solvers.nonlinear.landweber
        • regpy.solvers.nonlinear.newton
    • regpy.stoprules
    • regpy.util
      • regpy.util.functional_tests
      • regpy.util.operator_tests
    • regpy.vecsps
      • regpy.vecsps.curve
      • regpy.vecsps.ngsolve
      • regpy.vecsps.tensor_bases
Back to top
Copyright © 2024, Thorsten Hohage
Made with Sphinx and @pradyunsg's Furo