https://github.com/mathialo/master_code
Code from my masters thesis
https://github.com/mathialo/master_code
Last synced: 11 months ago
JSON representation
Code from my masters thesis
- Host: GitHub
- URL: https://github.com/mathialo/master_code
- Owner: mathialo
- Created: 2019-05-13T13:36:04.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-05-13T21:25:18.000Z (about 7 years ago)
- Last Synced: 2025-01-12T17:38:37.947Z (over 1 year ago)
- Language: Python
- Size: 2.31 MB
- Stars: 1
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Code from 'Parseval Reconstruction Networks'
This repository contains all the code necessary to reproduce any of results presented in the thesis 'Parseval Reconstruction Networks - Improving Robustness of Deep Learning Based MRI Reconstruction Towards Adversarial Attacks'
## Structure of this repository
This repository consists of the following parts:
* **mastl_package** is a Python package with all the model specifications, sampling patterns, loss functions, dataset class, etc. It also includes a copy of the _parsnet_ package
* **parsnet** is the code for the parsnet package, simply a copy of [this git repo](https://github.com/mathialo/parsnet).
* **figures** contains scripts that reproduces figures from the thesis
* **runs** contains runnable scripts for model training, inference, etc. Built on the _mastl_ package.
## Licensing
All the code is licensed under the permissive MIT license, _except_ for the parsnet package, which is licensed under the free LPGLv3 license.