Project-MONAI / Project-MONAI/MONAI

Add/verify search cells for various operations

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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 cells with learnable operation/path weights for different operations.

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. First locate the existing architecture-search or cell implementations, then identify the supported 2D/3D medical-image operations and their tests; done means the requested learnable operation/path-weighted cells are implemented and verified across those operations.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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