{"id":20029283,"url":"https://github.com/mathialo/master_code","last_synced_at":"2025-08-24T14:34:38.796Z","repository":{"id":114466345,"uuid":"186426429","full_name":"mathialo/master_code","owner":"mathialo","description":"Code from my masters thesis","archived":false,"fork":false,"pushed_at":"2019-05-13T21:25:18.000Z","size":2423,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-12T17:38:37.947Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mathialo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-05-13T13:36:04.000Z","updated_at":"2021-11-22T16:30:17.000Z","dependencies_parsed_at":"2023-06-08T06:00:26.719Z","dependency_job_id":null,"html_url":"https://github.com/mathialo/master_code","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathialo%2Fmaster_code","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathialo%2Fmaster_code/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathialo%2Fmaster_code/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathialo%2Fmaster_code/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mathialo","download_url":"https://codeload.github.com/mathialo/master_code/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241460185,"owners_count":19966519,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-13T09:19:33.653Z","updated_at":"2025-03-02T05:14:03.890Z","avatar_url":"https://github.com/mathialo.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Code from 'Parseval Reconstruction Networks'\n\nThis 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'\n\n## Structure of this repository\nThis repository consists of the following parts:\n\n * **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\n * **parsnet** is the code for the parsnet package, simply a copy of [this git repo](https://github.com/mathialo/parsnet).\n * **figures** contains scripts that reproduces figures from the thesis\n * **runs** contains runnable scripts for model training, inference, etc. Built on the _mastl_ package.\n\n\n## Licensing\nAll the code is licensed under the permissive MIT license, _except_ for the parsnet package, which is licensed under the free LPGLv3 license. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathialo%2Fmaster_code","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathialo%2Fmaster_code","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathialo%2Fmaster_code/lists"}