Project-MONAI / Project-MONAI/MONAI

Add tutorials for DARTS model search/training/validation

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Feature request
Dominant language
Python
Stars
8.7k
Forks
1.6k
Avg merge
5d 1h
Merged PRs (30d)
20

Description

Is your feature request related to a problem? Please describe.
Differentiable architecture search for 2D/3D medical image analysis.

Describe the solution you'd like
Add tutorials for DARTS model search/training/validation in terms of image segmentation/classification.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named. Start by locating MONAI's existing tutorial structure and examples for medical image segmentation and classification, then determine where DARTS model search, training, and validation content belongs. Done means the requested 2D/3D tutorials clearly cover those workflows.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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