Project-MONAI / Project-MONAI/MONAI

Develop experiment management module

Open
#4,903 5 comments 0 reactions 2 assignees View on GitHub

@mingxin-zheng is already working on this.

Since Aug 25, 2022.

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.
To record and track the training experiments clearly, experiment management is a necessary module.

  1. Identify the typical user stories
  2. Identify the features we should support
  3. Design the module and APIs, which can easily support different backends, like MLFlow, AIM, etc.
  4. Try to apply MLFlow in the Auto3DSeg application.

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.

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.