neuropoly/SmaugLab

View on GitHub

This repository investigates the influence of different data augmentation strategies on MRI training performance.

Stars: 8
Forks: 0
Open beginner issues: 0
Indexed issues: 14
Avg merge: 5d 2h
Merged PRs (30d): 11

Dominant language: Python
License: GPL-3.0
Last GitHub push: Sep 2, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

Open All

14 open issues indexed

either with inheritance or simple tagging system define for each augmentation whether it is a GEO, TA, or GE. then the codebase can automatically based on this warn if the order of transforms is unusual, ... Open

neuropoly/SmaugLab#52 · 1 assignee · Opened Aug 7, 2026
crash if arguments do not exist for a transform (silently doing nothing) Open

neuropoly/SmaugLab#51 · 1 assignee · Opened Aug 7, 2026
easy validation that transform exists and config exists for it Open

neuropoly/SmaugLab#50 · 1 assignee · Opened Aug 7, 2026
easy sanity validation of a config before even running anything (undefined error crash, this is just silent behavior right now) Open

neuropoly/SmaugLab#49 · 1 assignee · Opened Aug 7, 2026
avoid name clash from transform vs. config name of that transform Open

neuropoly/SmaugLab#48 · 1 assignee · Opened Aug 7, 2026
Software setup: have one unified transform system Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

neuropoly/SmaugLab#44 · Opened Aug 3, 2026
nnUNet related issues Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

neuropoly/SmaugLab#33 · Opened Feb 23, 2026
new benchmarks Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

neuropoly/SmaugLab#32 · Opened Feb 23, 2026
New Augmentations Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

neuropoly/SmaugLab#31 · Opened Feb 23, 2026
Inference transforms Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

neuropoly/SmaugLab#30 · Opened Feb 23, 2026
Add easier Choose X and random ordering Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

neuropoly/SmaugLab#29 · Opened Feb 23, 2026
Order of transforms Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

neuropoly/SmaugLab#28 · Opened Feb 23, 2026
Incorporate training and evaluation here Open

documentation enhancement

neuropoly/SmaugLab#27 · 1 assignee · Opened Feb 23, 2026
Missing package when installing AugLab Open

bug

neuropoly/SmaugLab#26 · 1 comment · 1 assignee · Opened Feb 11, 2026

neuropoly/SmaugLab

Get new issues in your inbox