Learning Truly Monotone Operators with Applications to Nonlinear Inverse Problems

Code for the paper: Learning Truly Monotone Operators with Applications to Nonlinear Inverse Problems

Pre-requisites:

The code was ran on python 3.8 and pytorch 1.8 (not present in the requirements.txt) a necessary package is needed to run this code: ImageToolbox

Make sure to install the correct version of pytorch, and then install the requirements:

pip install -r requirements.txt

Training

All training scripts are present in the scripts folder, these run the main.py module with some pre-fixed arguments.

TODO:

• More comprehensive guide on how to run the trainings