Project-MONAI / Project-MONAI/MONAI
Auto3D refactor code generation for each network architecture
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
Currently Auto3d generates the same exact folders for each fold for each network. the only difference is hte fold arg in the config.
this causes lots of copy pasting across folds folders when there are some modifications / enhancements to add.
Ask
Please simply generate single folder with scripts and code for all folds.
I also noticed the code is very similar across network architectures, may be we can factor that in also
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the Auto3D code-generation entry point and comparing the generated folders for folds and network architectures. Define the shared folder structure and how fold-specific configuration is selected before changing the generator. Done means one generated folder supports all folds and reduces duplicated architecture code without changing generated behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning, tooling
- Issue type
- Refactor
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100