InverseAlgos

• InverseAlgos
• • Overview
  • Installation
• Samplers
• • Quick overview
  • Theoretical background
  • User guide
  • Public API
  • Reference, functions not exported
• Optimizers
• • Public API
• KronLinInv
• • Quick overview
  • Installation
  • Theoretical background
  • Usage examples
  • 2D example
  • 3D example
  • Public API

Overview

Probabilistic and deterministic inverse algorithms for Geophysical problems and beyond. InverseAlgos contains two main sub-modules:

• Samplers for probabilistic (Monte Carlo) inversions,

• Optimizers for deterministic inversion (optimization),

• KronLinInv for linear inversion under Gaussian and separability assumptions.

Installation

To install the package simple enter into the package manager mode in Julia by typing "]" at the REPL prompt and add the GinvLab registry as

(@v1.11) pkg> registry add https://github.com/GinvLab/GinvLabRegistry

Then install the package with

(v1.11) pkg> add InverseAlgos

The package will be automatically downloaded from the web and installed.